fix: has function family revamp (#12089)

math.Round(val*multiplier)/multiplier overflows to +Inf for finite values
near math.MaxFloat64, turning a valid series value into JSON-unmarshalable
Inf downstream. Return the value unrounded when the scaled intermediate
overflows.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>

.devenv/docker/clickhouse/compose.yaml

@@ -1,6 +1,6 @@
 services:
   init-clickhouse:
-    image: clickhouse/clickhouse-server:25.5.6
+    image: clickhouse/clickhouse-server:25.12.5
     container_name: init-clickhouse
     command:
       - bash
@@ -18,7 +18,7 @@ services:
     volumes:
       - ${PWD}/fs/tmp/var/lib/clickhouse/user_scripts/:/var/lib/clickhouse/user_scripts/
   clickhouse:
-    image: clickhouse/clickhouse-server:25.5.6
+    image: clickhouse/clickhouse-server:25.12.5
     container_name: clickhouse
     volumes:
       - ${PWD}/fs/etc/clickhouse-server/config.d/config.xml:/etc/clickhouse-server/config.d/config.xml
@@ -67,7 +67,7 @@ services:
       timeout: 5s
       retries: 3
   telemetrystore-migrator:
-    image: signoz/signoz-otel-collector:v0.142.0
+    image: signoz/signoz-otel-collector:v0.144.6
     container_name: telemetrystore-migrator
     environment:
       - SIGNOZ_OTEL_COLLECTOR_CLICKHOUSE_DSN=tcp://clickhouse:9000

.github/workflows/integrationci.yaml

@@ -54,22 +54,24 @@ jobs:
           - querierscalar
           - queriercommon
           - rawexportdata
+          - querierauthz
           - role
           - rootuser
           - serviceaccount
           - querier_json_body
           - querier_skip_resource_fingerprint
           - ttl
+          - clickhousecluster
+          - metricreduction
         sqlstore-provider:
           - postgres
           - sqlite
         sqlite-mode:
           - wal
         clickhouse-version:
-          - 25.5.6
           - 25.12.5
         schema-migrator-version:
-          - v0.144.3
+          - v0.144.6
         postgres-version:
           - 15
     if: |

docs/api/openapi.yml

@@ -1495,7 +1495,6 @@ components:
       - cassandradb
       - redis
       - cloudsql_postgres
-      - memorystore_redis
       type: string
     CloudintegrationtypesServiceMetadata:
       properties:
@@ -4260,6 +4259,34 @@ components:
           type: number
         clusterName:
           type: string
+        counts:
+          properties:
+            daemonSets:
+              format: int64
+              type: integer
+            deployments:
+              format: int64
+              type: integer
+            jobs:
+              format: int64
+              type: integer
+            namespaces:
+              format: int64
+              type: integer
+            nodes:
+              format: int64
+              type: integer
+            statefulSets:
+              format: int64
+              type: integer
+          required:
+          - nodes
+          - namespaces
+          - deployments
+          - daemonSets
+          - jobs
+          - statefulSets
+          type: object
         meta:
           additionalProperties:
             type: string
@@ -4280,6 +4307,7 @@ components:
       - nodeCountsByReadiness
       - podCountsByPhase
       - podCountsByStatus
+      - counts
       - meta
       type: object
     InframonitoringtypesClusters:
@@ -4801,6 +4829,26 @@ components:
       type: object
     InframonitoringtypesNamespaceRecord:
       properties:
+        counts:
+          properties:
+            daemonSets:
+              format: int64
+              type: integer
+            deployments:
+              format: int64
+              type: integer
+            jobs:
+              format: int64
+              type: integer
+            statefulSets:
+              format: int64
+              type: integer
+          required:
+          - deployments
+          - daemonSets
+          - jobs
+          - statefulSets
+          type: object
         meta:
           additionalProperties:
             type: string
@@ -4824,6 +4872,7 @@ components:
       - namespaceMemory
       - podCountsByPhase
       - podCountsByStatus
+      - counts
       - meta
       type: object
     InframonitoringtypesNamespaces:
@@ -7522,6 +7571,7 @@ components:
         groupBy:
           items:
             type: string
+          nullable: true
           type: array
         newGroupEvalDelay:
           type: string
@@ -7593,6 +7643,7 @@ components:
         alertStates:
           items:
             $ref: '#/components/schemas/RuletypesAlertState'
+          nullable: true
           type: array
         enabled:
           type: boolean
@@ -7999,6 +8050,15 @@ components:
       required:
       - items
       type: object
+    SpantypesGettableSpanMappers:
+      properties:
+        items:
+          items:
+            $ref: '#/components/schemas/SpantypesSpanMapper'
+          type: array
+      required:
+      - items
+      type: object
     SpantypesGettableTraceAggregations:
       properties:
         aggregations:
@@ -8151,7 +8211,7 @@ components:
           type: boolean
         fieldContext:
           $ref: '#/components/schemas/SpantypesFieldContext'
-        group_id:
+        groupId:
           type: string
         id:
           type: string
@@ -8164,7 +8224,7 @@ components:
           type: string
       required:
       - id
-      - group_id
+      - groupId
       - name
       - fieldContext
       - config
@@ -13743,7 +13803,7 @@ paths:
               schema:
                 properties:
                   data:
-                    $ref: '#/components/schemas/SpantypesGettableSpanMapperGroups'
+                    $ref: '#/components/schemas/SpantypesGettableSpanMappers'
                   status:
                     type: string
                 required:
@@ -24406,9 +24466,17 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - logs:read
+        - traces:read
+        - metrics:read
+        - audit-logs:read
+        - meter-metrics:read
       - tokenizer:
-        - VIEWER
+        - logs:read
+        - traces:read
+        - metrics:read
+        - audit-logs:read
+        - meter-metrics:read
       summary: Query range
       tags:
       - querier
@@ -24475,9 +24543,17 @@ paths:
           description: Internal Server Error
       security:
       - api_key:
-        - VIEWER
+        - logs:read
+        - traces:read
+        - metrics:read
+        - audit-logs:read
+        - meter-metrics:read
       - tokenizer:
-        - VIEWER
+        - logs:read
+        - traces:read
+        - metrics:read
+        - audit-logs:read
+        - meter-metrics:read
       summary: Query range preview
       tags:
       - querier

frontend/public/locales/en-GB/titles.json

@@ -63,5 +63,6 @@
 	"INTEGRATIONS_DETAIL": "SigNoz | Integration",
 	"PUBLIC_DASHBOARD": "SigNoz | Dashboard",
 	"LLM_OBSERVABILITY_OVERVIEW": "SigNoz | LLM Observability Overview",
-	"LLM_OBSERVABILITY_CONFIGURATION": "SigNoz | LLM Observability Configuration"
+	"LLM_OBSERVABILITY_CONFIGURATION": "SigNoz | LLM Observability Configuration",
+	"LLM_OBSERVABILITY_ATTRIBUTE_MAPPING": "SigNoz | LLM Observability Attribute Mapping"
 }

frontend/public/locales/en/titles.json

@@ -88,5 +88,6 @@
 	"INTEGRATIONS_DETAIL": "SigNoz | Integration",
 	"PUBLIC_DASHBOARD": "SigNoz | Dashboard",
 	"LLM_OBSERVABILITY_OVERVIEW": "SigNoz | LLM Observability Overview",
-	"LLM_OBSERVABILITY_CONFIGURATION": "SigNoz | LLM Observability Configuration"
+	"LLM_OBSERVABILITY_CONFIGURATION": "SigNoz | LLM Observability Configuration",
+	"LLM_OBSERVABILITY_ATTRIBUTE_MAPPING": "SigNoz | LLM Observability Attribute Mapping"
 }

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -2814,7 +2814,6 @@ export enum CloudintegrationtypesServiceIDDTO {
 	cassandradb = 'cassandradb',
 	redis = 'redis',
 	cloudsql_postgres = 'cloudsql_postgres',
-	memorystore_redis = 'memorystore_redis',
 }
 export type CloudintegrationtypesCloudIntegrationServiceDTOAnyOf = {
 	/**
@@ -5670,6 +5669,39 @@ export interface InframonitoringtypesChecksDTO {
 	type: InframonitoringtypesCheckTypeDTO;
 }
 
+export type InframonitoringtypesClusterRecordDTOCounts = {
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	daemonSets: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	deployments: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	jobs: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	namespaces: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	nodes: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	statefulSets: number;
+};
+
 export type InframonitoringtypesClusterRecordDTOMetaAnyOf = {
 	[key: string]: string;
 };
@@ -5814,6 +5846,10 @@ export interface InframonitoringtypesClusterRecordDTO {
 	 * @type string
 	 */
 	clusterName: string;
+	/**
+	 * @type object
+	 */
+	counts: InframonitoringtypesClusterRecordDTOCounts;
 	/**
 	 * @type object,null
 	 */
@@ -6369,6 +6405,29 @@ export interface InframonitoringtypesJobsDTO {
 	warning?: Querybuildertypesv5QueryWarnDataDTO;
 }
 
+export type InframonitoringtypesNamespaceRecordDTOCounts = {
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	daemonSets: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	deployments: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	jobs: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 */
+	statefulSets: number;
+};
+
 export type InframonitoringtypesNamespaceRecordDTOMetaAnyOf = {
 	[key: string]: string;
 };
@@ -6380,6 +6439,10 @@ export type InframonitoringtypesNamespaceRecordDTOMeta =
 	InframonitoringtypesNamespaceRecordDTOMetaAnyOf | null;
 
 export interface InframonitoringtypesNamespaceRecordDTO {
+	/**
+	 * @type object
+	 */
+	counts: InframonitoringtypesNamespaceRecordDTOCounts;
 	/**
 	 * @type object,null
 	 */
@@ -8612,9 +8675,9 @@ export interface RuletypesGettableTestRuleDTO {
 
 export interface RuletypesRenotifyDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	alertStates?: RuletypesAlertStateDTO[];
+	alertStates?: RuletypesAlertStateDTO[] | null;
 	/**
 	 * @type boolean
 	 */
@@ -8627,9 +8690,9 @@ export interface RuletypesRenotifyDTO {
 
 export interface RuletypesNotificationSettingsDTO {
 	/**
-	 * @type array
+	 * @type array,null
 	 */
-	groupBy?: string[];
+	groupBy?: string[] | null;
 	/**
 	 * @type string
 	 */
@@ -9195,6 +9258,76 @@ export interface SpantypesGettableSpanMapperGroupsDTO {
 	items: SpantypesSpanMapperGroupDTO[];
 }
 
+export enum SpantypesSpanMapperOperationDTO {
+	move = 'move',
+	copy = 'copy',
+}
+export interface SpantypesSpanMapperSourceDTO {
+	context: SpantypesFieldContextDTO;
+	/**
+	 * @type string
+	 */
+	key: string;
+	operation: SpantypesSpanMapperOperationDTO;
+	/**
+	 * @type integer
+	 */
+	priority: number;
+}
+
+export interface SpantypesSpanMapperConfigDTO {
+	/**
+	 * @type array,null
+	 */
+	sources: SpantypesSpanMapperSourceDTO[] | null;
+}
+
+export interface SpantypesSpanMapperDTO {
+	config: SpantypesSpanMapperConfigDTO;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	createdAt?: string;
+	/**
+	 * @type string
+	 */
+	createdBy?: string;
+	/**
+	 * @type boolean
+	 */
+	enabled: boolean;
+	fieldContext: SpantypesFieldContextDTO;
+	/**
+	 * @type string
+	 */
+	groupId: string;
+	/**
+	 * @type string
+	 */
+	id: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 * @format date-time
+	 */
+	updatedAt?: string;
+	/**
+	 * @type string
+	 */
+	updatedBy?: string;
+}
+
+export interface SpantypesGettableSpanMappersDTO {
+	/**
+	 * @type array
+	 */
+	items: SpantypesSpanMapperDTO[];
+}
+
 export enum SpantypesSpanAggregationTypeDTO {
 	span_count = 'span_count',
 	execution_time_percentage = 'execution_time_percentage',
@@ -9441,30 +9574,6 @@ export interface SpantypesPostableFlamegraphDTO {
 	selectedSpanId?: string;
 }
 
-export enum SpantypesSpanMapperOperationDTO {
-	move = 'move',
-	copy = 'copy',
-}
-export interface SpantypesSpanMapperSourceDTO {
-	context: SpantypesFieldContextDTO;
-	/**
-	 * @type string
-	 */
-	key: string;
-	operation: SpantypesSpanMapperOperationDTO;
-	/**
-	 * @type integer
-	 */
-	priority: number;
-}
-
-export interface SpantypesSpanMapperConfigDTO {
-	/**
-	 * @type array,null
-	 */
-	sources: SpantypesSpanMapperSourceDTO[] | null;
-}
-
 export interface SpantypesPostableSpanMapperDTO {
 	config: SpantypesSpanMapperConfigDTO;
 	/**
@@ -9513,45 +9622,6 @@ export interface SpantypesPostableWaterfallDTO {
 	uncollapsedSpans?: string[] | null;
 }
 
-export interface SpantypesSpanMapperDTO {
-	config: SpantypesSpanMapperConfigDTO;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	createdAt?: string;
-	/**
-	 * @type string
-	 */
-	createdBy?: string;
-	/**
-	 * @type boolean
-	 */
-	enabled: boolean;
-	fieldContext: SpantypesFieldContextDTO;
-	/**
-	 * @type string
-	 */
-	group_id: string;
-	/**
-	 * @type string
-	 */
-	id: string;
-	/**
-	 * @type string
-	 */
-	name: string;
-	/**
-	 * @type string
-	 * @format date-time
-	 */
-	updatedAt?: string;
-	/**
-	 * @type string
-	 */
-	updatedBy?: string;
-}
-
 export interface SpantypesUpdatableSpanMapperDTO {
 	config?: SpantypesSpanMapperConfigDTO;
 	/**
@@ -10853,7 +10923,7 @@ export type ListSpanMappersPathParameters = {
 	groupId: string;
 };
 export type ListSpanMappers200 = {
-	data: SpantypesGettableSpanMapperGroupsDTO;
+	data: SpantypesGettableSpanMappersDTO;
 	/**
 	 * @type string
 	 */

frontend/src/components/DownloadOptionsMenu/DownloadOptionsMenu.tsx

@@ -3,6 +3,7 @@ import { Button, Popover, Tooltip } from 'antd';
 import { RadioGroup, RadioGroupItem } from '@signozhq/ui/radio-group';
 import { Typography } from '@signozhq/ui/typography';
 import { TelemetryFieldKey } from 'api/v5/v5';
+import { PANEL_TYPES } from 'constants/queryBuilder';
 import { useExportRawData } from 'hooks/useExportData/useServerExport';
 import { Download, LoaderCircle } from '@signozhq/icons';
 import { DataSource } from 'types/common/queryBuilder';
@@ -18,11 +19,13 @@ import './DownloadOptionsMenu.styles.scss';
 interface DownloadOptionsMenuProps {
 	dataSource: DataSource;
 	selectedColumns?: TelemetryFieldKey[];
+	panelType?: PANEL_TYPES;
 }
 
 export default function DownloadOptionsMenu({
 	dataSource,
 	selectedColumns,
+	panelType,
 }: DownloadOptionsMenuProps): JSX.Element {
 	const [exportFormat, setExportFormat] = useState<string>(DownloadFormats.CSV);
 	const [rowLimit, setRowLimit] = useState<number>(DownloadRowCounts.TEN_K);
@@ -33,6 +36,7 @@ export default function DownloadOptionsMenu({
 
 	const { isDownloading, handleExportRawData } = useExportRawData({
 		dataSource,
+		panelType,
 	});
 
 	const handleExport = useCallback(async (): Promise<void> => {

frontend/src/components/ExportMenu/ExportMenu.styles.scss

@@ -0,0 +1,33 @@
+.export-menu-popover {
+	width: 240px;
+	padding: 0 12px 12px 12px;
+
+	.title {
+		display: flex;
+		color: var(--l1-foreground);
+		font-family: Inter;
+		font-size: var(--periscope-font-size-small);
+		font-style: normal;
+		font-weight: 500;
+		line-height: 18px;
+		letter-spacing: 0.88px;
+		text-transform: uppercase;
+		margin-bottom: 8px;
+	}
+
+	.export-format {
+		padding: 12px 4px;
+		display: flex;
+		flex-direction: column;
+
+		// radio option labels — radix popover content inherits the root font
+		// size; pin to the app's 13px base the antd popover used to impose
+		label {
+			font-size: var(--periscope-font-size-base);
+		}
+	}
+
+	.export-button {
+		width: 100%;
+	}
+}

frontend/src/components/ExportMenu/ExportMenu.tsx

@@ -0,0 +1,92 @@
+import { Download } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Popover, PopoverContent, PopoverTrigger } from '@signozhq/ui/popover';
+import { RadioGroup, RadioGroupItem } from '@signozhq/ui/radio-group';
+import { TooltipSimple } from '@signozhq/ui/tooltip';
+import { Typography } from '@signozhq/ui/typography';
+import {
+	ClientExportData,
+	useClientExport,
+} from 'hooks/useExportData/useClientExport';
+import { ExportFormat } from 'lib/exportData/types';
+import { useCallback, useState } from 'react';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+import { DataSource } from 'types/common/queryBuilder';
+
+import './ExportMenu.styles.scss';
+
+interface ExportMenuProps {
+	dataSource: DataSource;
+	// The queryRange response object the view holds — the hook picks the
+	// serializer (timeseries / table) from what it carries.
+	data: ClientExportData;
+	query?: Query;
+	yAxisUnit?: string;
+	fileName?: string;
+}
+
+// Download menu for in-memory query results (client-side serialization).
+// The raw/list backend export keeps its own menu in DownloadOptionsMenu.
+export default function ExportMenu({
+	dataSource,
+	data,
+	query,
+	yAxisUnit,
+	fileName,
+}: ExportMenuProps): JSX.Element {
+	const [exportFormat, setExportFormat] = useState<string>(ExportFormat.Csv);
+	const [isPopoverOpen, setIsPopoverOpen] = useState<boolean>(false);
+
+	const { isExporting, handleExport: handleClientExport } = useClientExport({
+		data,
+		query,
+		yAxisUnit,
+		fileName,
+	});
+
+	const handleExport = useCallback((): void => {
+		setIsPopoverOpen(false);
+		handleClientExport({ format: exportFormat as ExportFormat });
+	}, [exportFormat, handleClientExport]);
+
+	return (
+		<Popover open={isPopoverOpen} onOpenChange={setIsPopoverOpen}>
+			<TooltipSimple title="Download">
+				<PopoverTrigger asChild>
+					<Button
+						variant="ghost"
+						color="secondary"
+						size="icon"
+						aria-label="Download"
+						data-testid={`export-menu-${dataSource}`}
+						disabled={isExporting}
+						loading={isExporting}
+					>
+						<Download size={14} />
+					</Button>
+				</PopoverTrigger>
+			</TooltipSimple>
+			<PopoverContent align="end" className="export-menu-popover">
+				<div className="export-format">
+					<Typography.Text className="title">FORMAT</Typography.Text>
+					<RadioGroup value={exportFormat} onChange={setExportFormat}>
+						<RadioGroupItem value={ExportFormat.Csv}>csv</RadioGroupItem>
+						<RadioGroupItem value={ExportFormat.Jsonl}>jsonl</RadioGroupItem>
+					</RadioGroup>
+				</div>
+
+				<Button
+					variant="solid"
+					color="primary"
+					className="export-button"
+					onClick={handleExport}
+					disabled={isExporting}
+					loading={isExporting}
+					prefix={<Download size={16} />}
+				>
+					Export
+				</Button>
+			</PopoverContent>
+		</Popover>
+	);
+}

frontend/src/components/ExportMenu/__tests__/ExportMenu.test.tsx

@@ -0,0 +1,85 @@
+import { MetricQueryRangeSuccessResponse } from 'types/api/metrics/getQueryRange';
+import { fireEvent, render, screen } from 'tests/test-utils';
+import { DataSource } from 'types/common/queryBuilder';
+
+import ExportMenu from '../ExportMenu';
+
+const mockHandleExport = jest.fn();
+let mockIsExporting = false;
+
+jest.mock('hooks/useExportData/useClientExport', () => ({
+	useClientExport: (): unknown => ({
+		isExporting: mockIsExporting,
+		handleExport: mockHandleExport,
+	}),
+}));
+
+const data = {
+	statusCode: 200,
+	error: null,
+	message: '',
+	payload: { data: { result: [], resultType: 'time_series' } },
+} as unknown as MetricQueryRangeSuccessResponse;
+
+const TEST_ID = `export-menu-${DataSource.LOGS}`;
+
+function renderMenu(): void {
+	render(
+		<ExportMenu
+			dataSource={DataSource.LOGS}
+			data={data}
+			fileName="logs-timeseries"
+		/>,
+	);
+}
+
+describe('ExportMenu', () => {
+	beforeEach(() => {
+		mockHandleExport.mockReset();
+		mockIsExporting = false;
+	});
+
+	it('renders the download trigger button', () => {
+		renderMenu();
+		expect(screen.getByTestId(TEST_ID)).toBeInTheDocument();
+	});
+
+	it('shows only format options — no shape, row-count, or column controls', () => {
+		renderMenu();
+		fireEvent.click(screen.getByTestId(TEST_ID));
+
+		expect(screen.getByText('FORMAT')).toBeInTheDocument();
+		expect(screen.getByRole('radio', { name: 'csv' })).toBeInTheDocument();
+		expect(screen.getByRole('radio', { name: 'jsonl' })).toBeInTheDocument();
+
+		expect(screen.queryByText('Number of Rows')).not.toBeInTheDocument();
+		expect(screen.queryByText('Columns')).not.toBeInTheDocument();
+		expect(screen.queryByRole('radio', { name: 'long' })).not.toBeInTheDocument();
+		expect(screen.queryByRole('radio', { name: 'wide' })).not.toBeInTheDocument();
+	});
+
+	it('exports as csv by default', () => {
+		renderMenu();
+		fireEvent.click(screen.getByTestId(TEST_ID));
+		fireEvent.click(screen.getByText('Export'));
+
+		expect(mockHandleExport).toHaveBeenCalledTimes(1);
+		expect(mockHandleExport).toHaveBeenCalledWith({ format: 'csv' });
+	});
+
+	it('exports as jsonl when selected', () => {
+		renderMenu();
+		fireEvent.click(screen.getByTestId(TEST_ID));
+		fireEvent.click(screen.getByRole('radio', { name: 'jsonl' }));
+		fireEvent.click(screen.getByText('Export'));
+
+		expect(mockHandleExport).toHaveBeenCalledWith({ format: 'jsonl' });
+	});
+
+	it('disables the trigger while an export is in progress', () => {
+		mockIsExporting = true;
+		renderMenu();
+
+		expect(screen.getByTestId(TEST_ID)).toBeDisabled();
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/checkboxFilterQuery.ts

@@ -11,6 +11,8 @@ import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
 import { v4 as uuid } from 'uuid';
 
 import { isKeyMatch } from './utils';
+import { CheckedState } from '../../types';
+import { SectionType } from './v2/itemRules';
 
 export const SELECTED_OPERATORS = [OPERATORS['='], 'in'];
 export const NON_SELECTED_OPERATORS = [OPERATORS['!='], 'not in', 'nin'];
@@ -148,6 +150,8 @@ export function applyCheckboxToggle({
 	value,
 	checked,
 	isOnlyOrAllClicked,
+	previousState,
+	sectionType,
 }: {
 	currentQuery: Query;
 	activeQueryIndex: number;
@@ -157,6 +161,8 @@ export function applyCheckboxToggle({
 	value: string;
 	checked: boolean;
 	isOnlyOrAllClicked: boolean;
+	previousState?: CheckedState;
+	sectionType?: SectionType;
 }): Query {
 	const activeItems =
 		currentQuery.builder.queryData?.[activeQueryIndex]?.filters?.items;
@@ -216,6 +222,7 @@ export function applyCheckboxToggle({
 			);
 			if (currentFilter) {
 				const runningOperator = currentFilter?.op;
+
 				switch (runningOperator) {
 					case 'in':
 						if (checked) {
@@ -246,9 +253,29 @@ export function applyCheckboxToggle({
 								});
 							}
 						} else if (!checked) {
-							// if we are removing some value when the running operator is IN we filter.
-							// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
-							if (isArray(currentFilter.value)) {
+							// Related section: clicking to exclude creates NOT_IN for just this value
+							if (sectionType === SectionType.RELATED) {
+								const newFilter: TagFilterItem = {
+									id: uuid(),
+									op: getNotInOperator(source),
+									key: filter.attributeKey,
+									value,
+								};
+								query.filters.items = query.filters.items.map((item) => {
+									if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+										return newFilter;
+									}
+									return item;
+								});
+								if (query.filter?.expression) {
+									query.filter.expression = removeKeysFromExpression(
+										query.filter.expression,
+										[filter.attributeKey.key],
+									);
+								}
+							} else if (isArray(currentFilter.value)) {
+								// if we are removing some value when the running operator is IN we filter.
+								// example - key IN [value1,currentSelectedValue] becomes key IN [value1] in case of array
 								const newFilter = {
 									...currentFilter,
 									value: currentFilter.value.filter((val) => val !== value),
@@ -275,11 +302,38 @@ export function applyCheckboxToggle({
 						}
 						break;
 					case 'nin':
-					case 'not in':
-						// if the current running operator is NIN then when unchecking the value it gets
-						// added to the clause like key NIN [value1 , currentUnselectedValue]
-						if (!checked) {
-							// in case of array add the currentUnselectedValue to the list.
+					case 'not in': {
+						// NOT IN means "exclude these values"
+						// Check if value is currently in the exclusion list
+						const isValueInFilter = isArray(currentFilter.value)
+							? currentFilter.value.includes(value)
+							: currentFilter.value === value;
+
+						// When clicking unchecked "Other" item, user wants to SELECT it
+						// Replace NOT IN filter with IN [value]
+						if (previousState === 'unchecked' && checked) {
+							const newFilter: TagFilterItem = {
+								id: uuid(),
+								op: getOperatorValue(OPERATORS.IN),
+								key: filter.attributeKey,
+								value,
+							};
+							query.filters.items = query.filters.items.map((item) => {
+								if (isKeyMatch(item.key?.key, filter.attributeKey.key)) {
+									return newFilter;
+								}
+								return item;
+							});
+							if (query.filter?.expression) {
+								query.filter.expression = removeKeysFromExpression(
+									query.filter.expression,
+									[filter.attributeKey.key],
+								);
+							}
+						} else if (!checked || !isValueInFilter) {
+							// Add to NOT IN when:
+							// - checked=false (user explicitly unchecked to exclude)
+							// - checked=true but value not in filter (clicking "other" value to exclude)
 							if (isArray(currentFilter.value)) {
 								const newFilter = {
 									...currentFilter,
@@ -292,7 +346,6 @@ export function applyCheckboxToggle({
 									return item;
 								});
 							} else {
-								// in case of not an array make it one!
 								const newFilter = {
 									...currentFilter,
 									value: [currentFilter.value as string, value],
@@ -304,8 +357,9 @@ export function applyCheckboxToggle({
 									return item;
 								});
 							}
-						} else if (checked) {
-							// opposite of above!
+						} else {
+							// Remove from NOT IN when value IS in filter and checked=true
+							// (user wants to include this value back)
 							if (isArray(currentFilter.value)) {
 								const newFilter = {
 									...currentFilter,
@@ -346,6 +400,7 @@ export function applyCheckboxToggle({
 							}
 						}
 						break;
+					}
 					case '=':
 						if (checked) {
 							const newFilter = {
@@ -389,10 +444,11 @@ export function applyCheckboxToggle({
 				}
 			}
 		} else {
-			// case  - when there is no filter for the current key that means all are selected right now.
+			// No filter for this key - all are visually selected.
+			// checked=true → user wants to select (IN), checked=false → exclude (NOT IN)
 			const newFilterItem: TagFilterItem = {
 				id: uuid(),
-				op: getNotInOperator(source),
+				op: checked ? getOperatorValue(OPERATORS.IN) : getNotInOperator(source),
 				key: filter.attributeKey,
 				value,
 			};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/useCheckboxFilterActions.ts

@@ -10,6 +10,8 @@ import {
 	applyCheckboxToggle,
 	clearFilterFromQuery,
 } from './checkboxFilterQuery';
+import { CheckedState } from '../../types';
+import { SectionType } from './v2/itemRules';
 
 interface UseCheckboxFilterActionsProps {
 	filter: IQuickFiltersConfig;
@@ -24,6 +26,8 @@ interface UseCheckboxFilterActionsReturn {
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
+		sectionType?: SectionType,
 	) => void;
 	onClear: () => void;
 }
@@ -53,6 +57,8 @@ function useCheckboxFilterActions({
 		value: string,
 		checked: boolean,
 		isOnlyOrAllClicked: boolean,
+		previousState?: CheckedState,
+		sectionType?: SectionType,
 	): void => {
 		dispatch(
 			applyCheckboxToggle({
@@ -64,6 +70,8 @@ function useCheckboxFilterActions({
 				value,
 				checked,
 				isOnlyOrAllClicked,
+				previousState,
+				sectionType,
 			}),
 		);
 	};

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.module.scss

@@ -0,0 +1,103 @@
+.checkboxFilter {
+	display: flex;
+	flex-direction: column;
+	padding: var(--spacing-6);
+	gap: var(--spacing-6);
+	border-bottom: 1px solid var(--l1-border);
+}
+
+.search {
+	--input-background: var(--l2-background);
+	--input-hover-background: var(--l2-background);
+	--input-focus-background: var(--l2-background);
+	--input-border-color: var(--l2-border);
+	--input-focus-border-color: var(--l2-border);
+}
+
+.searchSpinner {
+	color: var(--l2-foreground);
+	animation: spin 0.8s linear infinite;
+}
+
+@keyframes spin {
+	from {
+		transform: rotate(0deg);
+	}
+
+	to {
+		transform: rotate(360deg);
+	}
+}
+
+.values {
+	display: flex;
+	flex-direction: column;
+}
+
+.sectionValues {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-4);
+}
+
+.loadingValues {
+	display: flex;
+	align-items: center;
+	justify-content: center;
+	padding: var(--spacing-6) 0;
+}
+
+.loadingMore {
+	align-self: center;
+}
+
+.noData {
+	align-self: center;
+}
+
+.showMore {
+	display: flex;
+	align-items: center;
+	justify-content: center;
+}
+
+.showMoreText {
+	color: var(--accent-primary);
+	cursor: pointer;
+}
+
+.goToDocs {
+	display: flex;
+	flex-direction: column;
+	gap: 44px;
+}
+
+.goToDocsContainer {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+	margin-top: var(--spacing-2);
+}
+
+.goToDocsMessage {
+	color: var(--l2-foreground);
+	font-size: 14px;
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}
+
+.goToDocsButton {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	cursor: pointer;
+	margin: 0 0 var(--spacing-2);
+	padding: 0;
+}
+
+.goToDocsButtonText {
+	color: var(--bg-robin-400);
+	font-size: 14px;
+	line-height: 20px;
+	letter-spacing: -0.07px;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.testUtils.tsx

@@ -0,0 +1,126 @@
+import { render, RenderResult } from 'tests/test-utils';
+import { server, rest } from 'mocks-server/server';
+import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { DataSource } from 'types/common/queryBuilder';
+import { Query, TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
+
+import {
+	FiltersType,
+	IQuickFiltersConfig,
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from '../../../types';
+import CheckboxFilterV2 from './CheckboxFilterV2';
+
+export const DEFAULT_FILTER: IQuickFiltersConfig = {
+	type: FiltersType.CHECKBOX,
+	title: 'Environment',
+	attributeKey: {
+		key: 'deployment.environment',
+		dataType: DataTypes.String,
+		type: 'tag',
+	},
+	dataSource: DataSource.TRACES,
+	defaultOpen: true,
+};
+
+export const DEFAULT_USE_FIELD_APIS: QuickFilterCheckboxUseFieldApis = {
+	startUnixMilli: 1700000000000,
+	endUnixMilli: 1700003600000,
+	existingQuery: null,
+};
+
+export function mockFieldsValuesAPI(response: {
+	relatedValues?: (string | null)[];
+	stringValues?: (string | null)[];
+	numberValues?: (number | null)[];
+}): void {
+	server.use(
+		rest.get('http://localhost/api/v1/fields/values', (_, res, ctx) =>
+			res(
+				ctx.status(200),
+				ctx.json({
+					status: 'success',
+					data: {
+						values: {
+							relatedValues: response.relatedValues ?? [],
+							stringValues: response.stringValues ?? [],
+							numberValues: response.numberValues ?? [],
+						},
+					},
+				}),
+			),
+		),
+	);
+}
+
+export function mockFieldsValuesAPILoading(): void {
+	server.use(
+		rest.get('http://localhost/api/v1/fields/values', (_, res, ctx) =>
+			res(ctx.delay(10000)),
+		),
+	);
+}
+
+export function setupServer(): void {
+	beforeAll(() => server.listen({ onUnhandledRequest: 'bypass' }));
+	afterEach(() => server.resetHandlers());
+	afterAll(() => server.close());
+}
+
+export interface FilterItemConfig {
+	op: string;
+	value: string | string[];
+}
+
+export function renderWithFilter(
+	onFilterChange: jest.Mock,
+	filterItem?: FilterItemConfig,
+): RenderResult {
+	const items: TagFilterItem[] = filterItem
+		? [
+				{
+					key: { key: 'deployment.environment' },
+					op: filterItem.op,
+					value: filterItem.value,
+				} as TagFilterItem,
+			]
+		: [];
+
+	return render(
+		<CheckboxFilterV2
+			filter={DEFAULT_FILTER}
+			source={QuickFiltersSource.TRACES_EXPLORER}
+			useFieldApis={{
+				...DEFAULT_USE_FIELD_APIS,
+				existingQuery: 'service.name = "api"',
+			}}
+			onFilterChange={onFilterChange}
+		/>,
+		undefined,
+		{
+			queryBuilderOverrides: {
+				currentQuery: {
+					builder: {
+						queryData: [
+							{
+								filters: { items, op: 'AND' },
+								filter: { expression: 'service.name = "api"' },
+							},
+						],
+					},
+				},
+			} as never,
+		},
+	);
+}
+
+export function getFilterFromCall(
+	onFilterChange: jest.Mock,
+	callIndex = 0,
+): TagFilterItem | undefined {
+	const query = onFilterChange.mock.calls[callIndex]?.[0] as Query | undefined;
+	return query?.builder.queryData[0]?.filters?.items?.find(
+		(item) => item.key?.key === 'deployment.environment',
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2.tsx

@@ -0,0 +1,241 @@
+import { useEffect, useMemo, useRef, useState } from 'react';
+import { Input } from '@signozhq/ui/input';
+import { Skeleton } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { LoaderCircle } from '@signozhq/icons';
+import {
+	IQuickFiltersConfig,
+	QuickFilterCheckboxUseFieldApis,
+	QuickFiltersSource,
+} from 'components/QuickFilters/types';
+import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import useDebouncedFn from 'hooks/useDebouncedFunction';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import { NON_SELECTED_OPERATORS } from '../checkboxFilterQuery';
+import useActiveQueryIndex from '../useActiveQueryIndex';
+import useCheckboxDisclosure from '../useCheckboxDisclosure';
+import useCheckboxFilterActions from '../useCheckboxFilterActions';
+import useCheckboxFilterState from '../useCheckboxFilterState';
+import { useFieldValues } from './useFieldValues';
+import { useExistingQuery } from './useExistingQuery';
+import { isKeyMatch } from '../utils';
+
+import { CheckboxFilterV2Header } from './CheckboxFilterV2Header';
+import { CheckboxFilterV2Section } from './CheckboxFilterV2Section';
+import { buildSelectedSet, useSectionedValues } from './useSectionedValues';
+import { useStaleRelatedExclusions } from './useStaleRelatedExclusions';
+
+import styles from './CheckboxFilterV2.module.scss';
+
+interface CheckboxFilterV2Props {
+	filter: IQuickFiltersConfig;
+	source: QuickFiltersSource;
+	onFilterChange?: (query: Query) => void;
+	useFieldApis: QuickFilterCheckboxUseFieldApis;
+}
+
+export default function CheckboxFilterV2(
+	props: CheckboxFilterV2Props,
+): JSX.Element {
+	const { source, filter, onFilterChange, useFieldApis } = props;
+	const [searchText, setSearchText] = useState<string>('');
+	const [userToggleState, setUserToggleState] = useState<boolean | null>(null);
+
+	const { currentQuery } = useQueryBuilder();
+	const activeQueryIndex = useActiveQueryIndex(source);
+
+	const {
+		isOpen,
+		isSomeFilterPresentForCurrentAttribute,
+		visibleItemsCount,
+		onToggleOpen,
+		onShowMore,
+	} = useCheckboxDisclosure({ filter, activeQueryIndex });
+
+	// Auto-preserve open state when filter is present
+	useEffect(() => {
+		if (isSomeFilterPresentForCurrentAttribute && userToggleState === null) {
+			setUserToggleState(true);
+		}
+	}, [isSomeFilterPresentForCurrentAttribute, userToggleState]);
+
+	const { existingQuery, hasExistingQuery } = useExistingQuery({
+		useFieldApis,
+		activeQueryIndex,
+	});
+
+	const { relatedValues, allValues, isLoading, isFetching } = useFieldValues({
+		filter,
+		searchText,
+		existingQuery,
+		metricNamespace: useFieldApis.metricNamespace,
+		startUnixMilli: useFieldApis.startUnixMilli,
+		endUnixMilli: useFieldApis.endUnixMilli,
+		enabled: isOpen,
+	});
+
+	// Track if initial load completed (don't show skeleton after first load)
+	// Must track if loading ever started, otherwise hasLoadedOnce gets set
+	// immediately on first render when query is disabled (isLoading=false)
+	const hasLoadedOnce = useRef(false);
+	const wasLoading = useRef(false);
+	if (isLoading) {
+		wasLoading.current = true;
+	}
+	if (!isLoading && wasLoading.current && !hasLoadedOnce.current) {
+		hasLoadedOnce.current = true;
+	}
+
+	// Combine for state derivation
+	const attributeValues = useMemo(() => {
+		const combined = [...relatedValues, ...allValues];
+		return [...new Set(combined)];
+	}, [relatedValues, allValues]);
+
+	const { currentFilterState, isFilterDisabled, isMultipleValuesTrueForTheKey } =
+		useCheckboxFilterState({ filter, attributeValues, activeQueryIndex });
+
+	const { onChange, onClear } = useCheckboxFilterActions({
+		filter,
+		source,
+		attributeValues,
+		activeQueryIndex,
+		onFilterChange,
+	});
+
+	const setSearchTextDebounced = useDebouncedFn((...args) => {
+		setSearchText(args[0] as string);
+	}, DEBOUNCE_DELAY);
+
+	const currentFilterOp = useMemo(() => {
+		const filterSync = currentQuery?.builder.queryData?.[
+			activeQueryIndex
+		]?.filters?.items.find((item) =>
+			isKeyMatch(item.key?.key, filter.attributeKey.key),
+		);
+		return filterSync?.op;
+	}, [
+		currentQuery?.builder.queryData,
+		activeQueryIndex,
+		filter.attributeKey.key,
+	]);
+
+	const isNotInOperator = NON_SELECTED_OPERATORS.includes(currentFilterOp || '');
+
+	const selectedValues = useMemo(
+		() => [
+			...buildSelectedSet(
+				currentFilterState,
+				isSomeFilterPresentForCurrentAttribute,
+				isNotInOperator,
+			),
+		],
+		[currentFilterState, isSomeFilterPresentForCurrentAttribute, isNotInOperator],
+	);
+
+	const isRefreshing = isFetching && !isLoading && searchText === '';
+	const relatedExclusions = useStaleRelatedExclusions({
+		selectedValues,
+		isFetching,
+		isRefreshing,
+	});
+
+	const { sections, totalCount } = useSectionedValues({
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		visibleItemsCount,
+		relatedExclusions,
+	});
+
+	return (
+		<div className={styles.checkboxFilter} data-testid="checkbox-filter-v2">
+			<CheckboxFilterV2Header
+				title={filter.title}
+				isOpen={isOpen}
+				showClearAll={!!attributeValues.length}
+				onToggleOpen={onToggleOpen}
+				onClear={onClear}
+				isSomeFilterPresentForCurrentAttribute={
+					isSomeFilterPresentForCurrentAttribute
+				}
+			/>
+			{isOpen && isLoading && !hasLoadedOnce.current && (
+				<section>
+					<Skeleton paragraph={{ rows: 4 }} />
+				</section>
+			)}
+			{isOpen && (!isLoading || hasLoadedOnce.current) && (
+				<>
+					<section className={styles.search}>
+						<Input
+							placeholder="Filter values"
+							onChange={(e): void => setSearchTextDebounced(e.target.value)}
+							disabled={isFilterDisabled}
+							data-testid="checkbox-filter-search"
+							suffix={
+								isFetching ? (
+									<LoaderCircle
+										size={14}
+										className={styles.searchSpinner}
+										data-testid="checkbox-filter-search-loading"
+									/>
+								) : null
+							}
+						/>
+					</section>
+
+					{totalCount > 0 && (
+						<section className={styles.values}>
+							{sections.map((section, index) => (
+								<CheckboxFilterV2Section
+									key={section.type}
+									section={section}
+									index={index}
+									isFilterDisabled={isFilterDisabled}
+									filter={filter}
+									isSomeFilterPresentForCurrentAttribute={
+										isSomeFilterPresentForCurrentAttribute
+									}
+									isMultipleValuesTrueForTheKey={isMultipleValuesTrueForTheKey}
+									onChange={onChange}
+								/>
+							))}
+						</section>
+					)}
+
+					{totalCount === 0 && hasLoadedOnce.current && !isFetching && (
+						<section
+							className={styles.noData}
+							data-testid={
+								searchText
+									? 'checkbox-filter-no-search-results'
+									: 'checkbox-filter-empty'
+							}
+						>
+							<Typography.Text>No values found</Typography.Text>
+						</section>
+					)}
+
+					{visibleItemsCount < totalCount &&
+						!(searchText && (isLoading || isFetching)) && (
+							<section className={styles.showMore}>
+								<Typography.Text
+									className={styles.showMoreText}
+									onClick={onShowMore}
+									data-testid="checkbox-filter-show-more"
+								>
+									Show More...
+								</Typography.Text>
+							</section>
+						)}
+				</>
+			)}
+		</div>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.module.scss

@@ -0,0 +1,33 @@
+.header {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	cursor: pointer;
+}
+
+.leftAction {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+}
+
+.title {
+	color: var(--l2-foreground);
+	font-size: 14px;
+	font-weight: 400;
+	line-height: 18px;
+	letter-spacing: -0.07px;
+	text-transform: capitalize;
+}
+
+.rightAction {
+	display: flex;
+	align-items: center;
+	min-width: 48px;
+}
+
+.clearAll {
+	font-size: 12px;
+	color: var(--accent-primary);
+	cursor: pointer;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Header.tsx

@@ -0,0 +1,62 @@
+import { Typography } from '@signozhq/ui/typography';
+import { ChevronDown, ChevronRight } from '@signozhq/icons';
+
+import styles from './CheckboxFilterV2Header.module.scss';
+
+interface CheckboxFilterHeaderProps {
+	title: string;
+	isOpen: boolean;
+	showClearAll: boolean;
+	onToggleOpen: () => void;
+	onClear: () => void;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+}
+
+export function CheckboxFilterV2Header({
+	title,
+	isOpen,
+	showClearAll,
+	onToggleOpen,
+	onClear,
+	isSomeFilterPresentForCurrentAttribute,
+}: CheckboxFilterHeaderProps): JSX.Element {
+	return (
+		<section
+			role="button"
+			tabIndex={0}
+			className={styles.header}
+			onClick={onToggleOpen}
+			onKeyDown={(e): void => {
+				if (e.key === 'Enter' || e.key === ' ') {
+					onToggleOpen();
+				}
+			}}
+			data-testid="checkbox-filter-header"
+			data-state={isOpen ? 'open' : 'closed'}
+		>
+			<section className={styles.leftAction}>
+				{isOpen ? (
+					<ChevronDown size={13} cursor="pointer" />
+				) : (
+					<ChevronRight size={13} cursor="pointer" />
+				)}
+				<Typography.Text className={styles.title}>{title}</Typography.Text>
+			</section>
+			<section className={styles.rightAction}>
+				{isOpen && showClearAll && isSomeFilterPresentForCurrentAttribute && (
+					<Typography.Text
+						className={styles.clearAll}
+						onClick={(e): void => {
+							e.stopPropagation();
+							e.preventDefault();
+							onClear();
+						}}
+						data-testid="checkbox-filter-clear-all"
+					>
+						Clear
+					</Typography.Text>
+				)}
+			</section>
+		</section>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2Section.tsx

@@ -0,0 +1,106 @@
+import {
+	IQuickFiltersConfig,
+	CheckedState,
+} from 'components/QuickFilters/types';
+
+import { CheckboxFilterV2ValueRow } from './CheckboxFilterV2ValueRow';
+import { SectionDivider } from './SectionDivider';
+import { Section } from './useSectionedValues';
+import { SectionType } from './itemRules';
+
+import styles from './CheckboxFilterV2.module.scss';
+
+interface SectionConfig {
+	label: string;
+	tooltip?: string;
+}
+
+function getSectionConfig(type: SectionType): SectionConfig | null {
+	switch (type) {
+		case SectionType.SELECTED:
+			return { label: 'Selected' };
+		case SectionType.RELATED:
+			return {
+				label: 'Related',
+				tooltip: 'Values that are filtered by your current selection.',
+			};
+		case SectionType.ALL_VALUES:
+			return { label: 'All values' };
+		default:
+			return null;
+	}
+}
+
+interface CheckboxFilterV2SectionProps {
+	section: Section;
+	index: number;
+	isFilterDisabled: boolean;
+	filter: IQuickFiltersConfig;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+	isMultipleValuesTrueForTheKey: boolean;
+	onChange: (
+		value: string,
+		checked: boolean,
+		isOnly: boolean,
+		previousState?: CheckedState,
+		sectionType?: SectionType,
+	) => void;
+}
+
+export function CheckboxFilterV2Section(
+	props: CheckboxFilterV2SectionProps,
+): JSX.Element | null {
+	const {
+		section,
+		index,
+		isFilterDisabled,
+		filter,
+		isSomeFilterPresentForCurrentAttribute,
+		isMultipleValuesTrueForTheKey,
+		onChange,
+	} = props;
+
+	if (section.items.length === 0) {
+		return null;
+	}
+
+	const config = getSectionConfig(section.type);
+
+	// Show divider for all sections except first SELECTED section
+	const showDivider =
+		config !== null && (index > 0 || section.type !== SectionType.SELECTED);
+
+	return (
+		<div data-testid={`section-${section.type}`} className={styles.sectionValues}>
+			{showDivider && config && (
+				<SectionDivider label={config.label} tooltip={config.tooltip} />
+			)}
+			{section.items.map(({ value, badge, checkedState }) => {
+				const isChecked = checkedState === 'checked';
+
+				return (
+					<CheckboxFilterV2ValueRow
+						key={value}
+						value={value}
+						checkedState={checkedState}
+						disabled={isFilterDisabled}
+						title={filter.title}
+						badge={badge}
+						onlyButtonLabel={
+							isSomeFilterPresentForCurrentAttribute
+								? isChecked && !isMultipleValuesTrueForTheKey
+									? 'All'
+									: 'Only'
+								: 'Only'
+						}
+						customRendererForValue={filter.customRendererForValue}
+						onCheckboxChange={(checked, previousState): void =>
+							onChange(value, checked, false, previousState, section.type)
+						}
+						onOnlyOrAllClick={(): void => onChange(value, isChecked, true)}
+					/>
+				);
+			})}
+		</div>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.module.scss

@@ -0,0 +1,164 @@
+.valueRow {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-4);
+	min-height: 24px;
+}
+
+.checkbox {
+	display: inline-flex;
+	align-items: center;
+}
+
+.valueButton {
+	display: grid;
+	grid-template-columns: minmax(0, 1fr) auto;
+	align-items: center;
+	gap: var(--spacing-2);
+	width: calc(100% - 24px);
+	cursor: pointer;
+}
+
+.content {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	min-width: 0;
+}
+
+.valueLabel {
+	text-overflow: ellipsis;
+	white-space: nowrap;
+	overflow: hidden;
+}
+
+.actions {
+	display: grid;
+	align-items: center;
+	justify-items: end;
+
+	// Stack badge / only / toggle in a single cell so the crossfade overlaps
+	// instead of laying them side-by-side mid-transition.
+	> * {
+		grid-area: 1 / 1;
+	}
+}
+
+.badge {
+	opacity: 1;
+	transition:
+		opacity 0.16s ease,
+		display 0.16s allow-discrete;
+}
+
+.onlyButton {
+	display: none;
+	align-items: center;
+	justify-content: center;
+	opacity: 0;
+	transform: translateX(4px);
+	transition:
+		opacity 0.16s ease,
+		transform 0.16s ease,
+		display 0.16s allow-discrete;
+	--button-height: 21px;
+	--button-padding: var(--spacing-5);
+
+	&:hover {
+		background-color: unset;
+	}
+}
+
+.toggleButton {
+	display: none;
+	align-items: center;
+	justify-content: center;
+	opacity: 0;
+	transform: translateX(4px);
+	transition:
+		opacity 0.16s ease,
+		transform 0.16s ease,
+		display 0.16s allow-discrete;
+	--button-height: 21px;
+	--button-padding: var(--spacing-5);
+
+	&:hover {
+		background-color: unset;
+	}
+}
+
+.isDisabled {
+	cursor: not-allowed;
+
+	.valueLabel {
+		color: var(--l3-foreground);
+	}
+
+	.onlyButton {
+		cursor: not-allowed;
+		color: var(--l3-foreground);
+	}
+
+	.toggleButton {
+		cursor: not-allowed;
+		color: var(--l3-foreground);
+	}
+}
+
+.valueButton:hover {
+	.onlyButton {
+		display: flex;
+		opacity: 1;
+		transform: translateX(0);
+
+		@starting-style {
+			opacity: 0;
+			transform: translateX(4px);
+		}
+	}
+
+	.badge {
+		display: none;
+		opacity: 0;
+	}
+}
+
+.checkbox:hover ~ .valueButton {
+	.toggleButton {
+		display: flex;
+		opacity: 1;
+		transform: translateX(0);
+
+		@starting-style {
+			opacity: 0;
+			transform: translateX(4px);
+		}
+	}
+
+	.badge {
+		display: none;
+		opacity: 0;
+	}
+}
+
+@media (prefers-reduced-motion: reduce) {
+	.badge,
+	.onlyButton,
+	.toggleButton {
+		transition: none;
+	}
+}
+
+.indicatorFalse {
+	width: 2px;
+	height: 11px;
+	border-radius: 2px;
+	background: var(--danger-background);
+}
+
+.indicatorTrue {
+	width: 2px;
+	height: 11px;
+	border-radius: 2px;
+	background: var(--bg-forest-500);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/CheckboxFilterV2ValueRow.tsx

@@ -0,0 +1,118 @@
+import { Badge } from '@signozhq/ui/badge';
+import { Button } from '@signozhq/ui/button';
+import { Checkbox } from '@signozhq/ui/checkbox';
+import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
+
+import { BadgeConfig } from './itemRules';
+import { CheckedState } from '../../../types';
+import styles from './CheckboxFilterV2ValueRow.module.scss';
+
+interface ValueRowProps {
+	value: string;
+	checkedState: CheckedState;
+	disabled: boolean;
+	title: string;
+	onlyButtonLabel: string;
+	customRendererForValue?: (value: string) => JSX.Element;
+	onCheckboxChange: (checked: boolean, previousState: CheckedState) => void;
+	onOnlyOrAllClick: () => void;
+	badge: BadgeConfig | null;
+}
+
+function toCheckboxValue(state: CheckedState): boolean | 'indeterminate' {
+	if (state === 'indeterminate') {
+		return 'indeterminate';
+	}
+	return state === 'checked';
+}
+
+const INDICATOR_CLASS_MAP = {
+	false: styles.indicatorFalse,
+	true: styles.indicatorTrue,
+} as Record<string, string>;
+
+export function CheckboxFilterV2ValueRow({
+	value,
+	checkedState,
+	disabled,
+	title,
+	onlyButtonLabel,
+	customRendererForValue,
+	onCheckboxChange,
+	onOnlyOrAllClick,
+	badge,
+}: ValueRowProps): JSX.Element {
+	const indicatorClass = INDICATOR_CLASS_MAP[value];
+
+	return (
+		<div
+			className={styles.valueRow}
+			data-testid={`checkbox-value-row-${value}`}
+			data-state={checkedState}
+			data-disabled={disabled}
+		>
+			<div className={styles.checkbox}>
+				<Checkbox
+					onChange={(isChecked): void =>
+						onCheckboxChange(isChecked === true, checkedState)
+					}
+					value={toCheckboxValue(checkedState)}
+					disabled={disabled}
+					color="primary"
+					testId={`checkbox-${title}-${value}`}
+				/>
+			</div>
+
+			<div
+				role="button"
+				tabIndex={disabled ? -1 : 0}
+				className={cx(styles.valueButton, disabled && styles.isDisabled)}
+				onClick={(): void => {
+					if (disabled) {
+						return;
+					}
+					onOnlyOrAllClick();
+				}}
+				onKeyDown={(e): void => {
+					if (disabled) {
+						return;
+					}
+					if (e.key === 'Enter' || e.key === ' ') {
+						onOnlyOrAllClick();
+					}
+				}}
+			>
+				<div className={styles.content}>
+					{indicatorClass && <div className={indicatorClass} />}
+					{customRendererForValue ? (
+						customRendererForValue(value)
+					) : (
+						<Typography.Text title={value} className={styles.valueLabel}>
+							{value}
+						</Typography.Text>
+					)}
+				</div>
+
+				<div className={styles.actions}>
+					{badge && (
+						<Badge
+							variant="outline"
+							color={badge.color}
+							className={styles.badge}
+							testId={`badge-${badge.key}`}
+						>
+							{badge.label}
+						</Badge>
+					)}
+					<Button variant="ghost" color="secondary" className={styles.onlyButton}>
+						{onlyButtonLabel}
+					</Button>
+					<Button variant="ghost" color="secondary" className={styles.toggleButton}>
+						Toggle
+					</Button>
+				</div>
+			</div>
+		</div>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/SectionDivider.module.scss

@@ -0,0 +1,29 @@
+.divider {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-4);
+	padding: var(--spacing-2) 0;
+
+	margin-bottom: calc(-1 * var(--spacing-4));
+}
+
+.line {
+	flex: 1;
+	height: 1px;
+	background: var(--l1-border);
+}
+
+.label {
+	font-size: var(--periscope-font-size-small);
+	font-weight: var(--font-weight-semibold);
+	text-transform: uppercase;
+	letter-spacing: 0.5px;
+	color: var(--l3-foreground);
+	white-space: nowrap;
+}
+
+.infoIcon {
+	color: var(--l3-foreground);
+	cursor: help;
+	flex-shrink: 0;
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/SectionDivider.tsx

@@ -0,0 +1,33 @@
+import { Tooltip } from 'antd';
+import { Typography } from '@signozhq/ui/typography';
+import { Info } from '@signozhq/icons';
+
+import styles from './SectionDivider.module.scss';
+
+interface SectionDividerProps {
+	label: string;
+	tooltip?: string;
+}
+
+export function SectionDivider({
+	label,
+	tooltip,
+}: SectionDividerProps): JSX.Element {
+	const testId = label.toLowerCase().replace(/\s+/g, '-');
+	return (
+		<div className={styles.divider} data-testid={`section-divider-${testId}`}>
+			<div className={styles.line} />
+			<Typography.Text className={styles.label}>{label}</Typography.Text>
+			{tooltip && (
+				<Tooltip title={tooltip}>
+					<Info
+						size={12}
+						className={styles.infoIcon}
+						data-testid="section-divider-info"
+					/>
+				</Tooltip>
+			)}
+			<div className={styles.line} />
+		</div>
+	);
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/CheckboxFilterV2.existingQuery.test.tsx

@@ -0,0 +1,302 @@
+import { screen } from '@testing-library/react';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+const USE_FIELD_APIS_AUTO_DERIVE = {
+	...DEFAULT_USE_FIELD_APIS,
+	existingQuery: undefined,
+};
+
+setupServer();
+
+describe('CheckboxFilterV2 - existingQuery calculation', () => {
+	const captureExistingQuery = (): Promise<string | null> =>
+		new Promise((resolve) => {
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const existingQuery = req.url.searchParams.get('existingQuery');
+					resolve(existingQuery);
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: ['test'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+		});
+
+	describe('useFieldApis.existingQuery takes precedence', () => {
+		it('uses useFieldApis.existingQuery when provided', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'custom.query = "value"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'should.be.ignored = "yes"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('custom.query = "value"');
+		});
+
+		it('returns undefined when useFieldApis.existingQuery is null', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: null,
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'should.be.ignored = "yes"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBeNull();
+		});
+	});
+
+	describe('V5 filter.expression preferred over V3 filters.items', () => {
+		it('uses V5 filter.expression when both exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'from-v3-items',
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'v5.expression = "preferred"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('v5.expression = "preferred"');
+		});
+
+		it('uses V5 filter.expression when no V3 items exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'only.v5 = "expression"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe('only.v5 = "expression"');
+		});
+	});
+
+	describe('V3 filters.items fallback', () => {
+		it('converts V3 filters.items to expression when no V5 expression exists', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'api-service',
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe("service.name = 'api-service'");
+		});
+
+		it('converts multiple V3 filters.items with AND operator', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'service.name', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'api',
+												},
+												{
+													key: { key: 'env', dataType: 'string', type: 'tag' },
+													op: '=',
+													value: 'prod',
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBe("service.name = 'api' AND env = 'prod'");
+		});
+
+		it('returns undefined when no filters exist', async () => {
+			const queryPromise = captureExistingQuery();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={USE_FIELD_APIS_AUTO_DERIVE}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-test');
+			const capturedQuery = await queryPromise;
+			expect(capturedQuery).toBeNull();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/CheckboxFilterV2.interactions.test.tsx

@@ -0,0 +1,768 @@
+import { screen, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	getFilterFromCall,
+	mockFieldsValuesAPI,
+	renderWithFilter,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - interactions', () => {
+	describe('search functionality', () => {
+		it('filters values based on search text', async () => {
+			const user = userEvent.setup();
+
+			let searchTextReceived = '';
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					searchTextReceived = req.url.searchParams.get('searchText') || '';
+
+					const values =
+						searchTextReceived === ''
+							? ['production', 'staging', 'development']
+							: ['production'];
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: values,
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('checkbox-value-row-staging')).toBeInTheDocument();
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(searchTextReceived).toBe('prod');
+			});
+
+			await waitFor(() => {
+				expect(
+					screen.queryByTestId('checkbox-value-row-staging'),
+				).not.toBeInTheDocument();
+			});
+		});
+
+		it('filters values via search while preserving existingQuery context', async () => {
+			const user = userEvent.setup();
+
+			let requestCount = 0;
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					requestCount += 1;
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					if (requestCount === 1) {
+						return res(
+							ctx.status(200),
+							ctx.json({
+								status: 'success',
+								data: {
+									values: {
+										relatedValues: ['production'],
+										stringValues: ['staging', 'development'],
+										numberValues: [],
+									},
+								},
+							}),
+						);
+					}
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: searchText === 'prod' ? ['production'] : [],
+									stringValues: searchText === 'prod' ? ['production'] : ['staging'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			// Related values now appear in "Related" section (no badge, uses divider instead)
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(
+					screen.queryByTestId('checkbox-value-row-staging'),
+				).not.toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-production'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows filtered results in all_values section when searching with existingQuery', async () => {
+			const user = userEvent.setup();
+
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: searchText === '' ? ['prod', 'staging'] : ['prod-match'],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-prod');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(screen.getByTestId('section-all_values')).toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-prod-match'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows empty search results message when no matches found', async () => {
+			const user = userEvent.setup();
+
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues: [],
+									stringValues: searchText === '' ? ['prod', 'staging'] : [],
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-prod');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'xyz-no-match');
+
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-no-search-results'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows both RELATED and ALL_VALUES sections with non-overlapping values', async () => {
+			// This tests the bug fix where different pod names in relatedValues vs stringValues
+			// caused all items to go to ALL_VALUES instead of showing RELATED section
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) =>
+					res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									// Non-overlapping: different pod instances
+									relatedValues: ['pod-a-instance-1', 'pod-b-instance-1'],
+									stringValues: ['pod-a-instance-2', 'pod-b-instance-2'],
+									numberValues: [],
+								},
+							},
+						}),
+					),
+				),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+			);
+
+			// Wait for values to load
+			await screen.findByTestId('checkbox-value-row-pod-a-instance-1');
+
+			// RELATED section should exist with relatedValues
+			expect(screen.getByTestId('section-related')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-a-instance-1'),
+			).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-b-instance-1'),
+			).toBeInTheDocument();
+
+			// ALL_VALUES section should exist with stringValues
+			expect(screen.getByTestId('section-all_values')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-a-instance-2'),
+			).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-pod-b-instance-2'),
+			).toBeInTheDocument();
+		});
+
+		it('shows both sections during search with filtered non-overlapping values', async () => {
+			const user = userEvent.setup();
+
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					const searchText = req.url.searchParams.get('searchText') || '';
+
+					// Simulate API filtering - both arrays filtered but remain non-overlapping
+					const relatedValues =
+						searchText === '' ? ['pod-a-v1', 'pod-b-v1', 'pod-c-v1'] : ['pod-a-v1']; // filtered to match 'pod-a'
+					const stringValues =
+						searchText === '' ? ['pod-a-v2', 'pod-b-v2', 'pod-c-v2'] : ['pod-a-v2']; // filtered to match 'pod-a'
+
+					return res(
+						ctx.status(200),
+						ctx.json({
+							status: 'success',
+							data: {
+								values: {
+									relatedValues,
+									stringValues,
+									numberValues: [],
+								},
+							},
+						}),
+					);
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-pod-a-v1');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'pod-a');
+
+			// After search, both sections should still appear with filtered results
+			await waitFor(() => {
+				// RELATED section with filtered relatedValues
+				expect(screen.getByTestId('section-related')).toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-pod-a-v1'),
+				).toBeInTheDocument();
+
+				// ALL_VALUES section with filtered stringValues
+				expect(screen.getByTestId('section-all_values')).toBeInTheDocument();
+				expect(
+					screen.getByTestId('checkbox-value-row-pod-a-v2'),
+				).toBeInTheDocument();
+
+				// Other values should be filtered out
+				expect(
+					screen.queryByTestId('checkbox-value-row-pod-b-v1'),
+				).not.toBeInTheDocument();
+			});
+		});
+	});
+
+	describe('header interactions', () => {
+		it('collapses when header clicked on open filter', async () => {
+			const user = userEvent.setup();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'open');
+
+			await user.click(header);
+
+			expect(header).toHaveAttribute('data-state', 'closed');
+			expect(
+				screen.queryByTestId('checkbox-value-row-production'),
+			).not.toBeInTheDocument();
+		});
+
+		it('expands when header clicked on closed filter', async () => {
+			const user = userEvent.setup();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={{ ...DEFAULT_FILTER, defaultOpen: false }}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'closed');
+
+			await user.click(header);
+
+			expect(header).toHaveAttribute('data-state', 'open');
+			await screen.findByTestId('checkbox-value-row-production');
+		});
+	});
+
+	describe('show more functionality', () => {
+		it('shows "Show More..." when more than 10 values', async () => {
+			const values = Array.from(
+				{ length: 15 },
+				(_, i) => `value-${String(i).padStart(2, '0')}`,
+			);
+			mockFieldsValuesAPI({ stringValues: values });
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-value-00');
+
+			expect(screen.getByTestId('checkbox-filter-show-more')).toBeInTheDocument();
+
+			expect(
+				screen.queryByTestId('checkbox-value-row-value-10'),
+			).not.toBeInTheDocument();
+		});
+
+		it('loads more values when "Show More..." clicked', async () => {
+			const user = userEvent.setup();
+
+			const values = Array.from(
+				{ length: 15 },
+				(_, i) => `value-${String(i).padStart(2, '0')}`,
+			);
+			mockFieldsValuesAPI({ stringValues: values });
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-value-00');
+
+			await user.click(screen.getByTestId('checkbox-filter-show-more'));
+
+			await screen.findByTestId('checkbox-value-row-value-10');
+			expect(
+				screen.getByTestId('checkbox-value-row-value-14'),
+			).toBeInTheDocument();
+		});
+	});
+
+	describe('clear functionality', () => {
+		it('shows clear button when filter is open and has filter applied', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			expect(screen.getByTestId('checkbox-filter-clear-all')).toBeInTheDocument();
+		});
+
+		it('hides clear button when no filter applied for attribute', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+
+		it('calls onFilterChange when clear clicked', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+					onFilterChange={onFilterChange}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onFilterChange).toHaveBeenCalled();
+		});
+	});
+
+	describe('value row interactions', () => {
+		it('calls onFilterChange when checkbox value clicked', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+					onFilterChange={onFilterChange}
+				/>,
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+
+			await user.click(within(productionRow).getByText('production'));
+
+			expect(onFilterChange).toHaveBeenCalled();
+		});
+
+		it('creates NOT IN filter when unchecking related item with no existing filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with no filter, related items show as checked
+			// Clicking unchecks them → creates NOT IN filter to exclude
+			renderWithFilter(onFilterChange);
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toBe('valueA');
+		});
+
+		it('converts NOT IN to IN when toggling unchecked (other) item', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Clicking unchecked "Other" item with NOT IN filter should convert to IN [B]
+			renderWithFilter(onFilterChange, { op: 'not in', value: ['valueA'] });
+
+			const rowB = await screen.findByTestId('checkbox-value-row-valueB');
+			expect(rowB).toHaveAttribute('data-state', 'unchecked');
+
+			await user.click(within(rowB).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toBe('valueB');
+		});
+
+		it('accumulates both values in IN when toggling checked (related) then unchecked (other)', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with IN filter for valueA
+			renderWithFilter(onFilterChange, { op: 'in', value: ['valueA'] });
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			const rowB = screen.getByTestId('checkbox-value-row-valueB');
+			expect(rowB).toHaveAttribute('data-state', 'unchecked');
+
+			// Toggle B (unchecked -> should add to IN)
+			await user.click(within(rowB).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('in');
+			expect(filter?.value).toStrictEqual(['valueA', 'valueB']);
+		});
+
+		it('adds to NOT IN when toggling checked (related) with existing NOT IN filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['valueA'],
+				stringValues: ['valueB'],
+			});
+
+			// Start with NOT IN filter for valueB
+			renderWithFilter(onFilterChange, { op: 'not in', value: ['valueB'] });
+
+			const rowA = await screen.findByTestId('checkbox-value-row-valueA');
+			// Related values show as checked
+			expect(rowA).toHaveAttribute('data-state', 'checked');
+
+			// Toggle A (checked -> should add to NOT IN)
+			await user.click(within(rowA).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toStrictEqual(['valueB', 'valueA']);
+		});
+
+		it('creates NOT IN for single value when toggling related item with existing IN filter', async () => {
+			const user = userEvent.setup();
+			const onFilterChange = jest.fn();
+
+			mockFieldsValuesAPI({
+				relatedValues: ['relatedValue'],
+				stringValues: ['otherValue'],
+			});
+
+			// Start with IN filter for otherValue (Selected section)
+			// relatedValue is in Related section (checked visually)
+			renderWithFilter(onFilterChange, { op: 'in', value: ['otherValue'] });
+
+			const selectedRow = await screen.findByTestId(
+				'checkbox-value-row-otherValue',
+			);
+			expect(selectedRow).toHaveAttribute('data-state', 'checked');
+
+			const relatedRow = screen.getByTestId('checkbox-value-row-relatedValue');
+			expect(relatedRow).toHaveAttribute('data-state', 'checked');
+
+			// Toggle related item (checked -> should create NOT IN with just this value)
+			await user.click(within(relatedRow).getByRole('checkbox'));
+
+			expect(onFilterChange).toHaveBeenCalledTimes(1);
+			const filter = getFilterFromCall(onFilterChange);
+			expect(filter?.op).toBe('not in');
+			expect(filter?.value).toBe('relatedValue');
+		});
+	});
+
+	describe('custom renderer', () => {
+		it('uses customRendererForValue when provided', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production'],
+			});
+
+			const customRenderer = (value: string): JSX.Element => (
+				<span data-testid="custom-rendered">{`ENV: ${value}`}</span>
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={{ ...DEFAULT_FILTER, customRendererForValue: customRenderer }}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('custom-rendered');
+			expect(screen.getByText('ENV: production')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/CheckboxFilterV2.itemRules.test.tsx

@@ -0,0 +1,499 @@
+import { screen, within } from '@testing-library/react';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	mockFieldsValuesAPI,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - item rules', () => {
+	describe('no existing query', () => {
+		it('all values show as checked with no badge when no query exists', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(within(productionRow).getByText('production')).toBeInTheDocument();
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+			expect(stagingRow).toHaveAttribute('data-state', 'checked');
+
+			// No section dividers when no existing query (all in "selected" section)
+			expect(
+				screen.queryByTestId('section-divider-related'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('section-divider-all-values'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('with existing query (related values)', () => {
+		it('shows related values in "Related" section with checked state', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production'],
+				stringValues: ['staging', 'development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(within(productionRow).getByText('production')).toBeInTheDocument();
+
+			// Related values show as checked in "Related" section
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+
+			// Other values show as unchecked in "All values" section
+			expect(screen.getByTestId('section-divider-all-values')).toBeInTheDocument();
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+		});
+
+		it('shows no badge for values not in relatedValues (unchecked state in All values section)', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production'],
+				stringValues: ['staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const stagingRow = await screen.findByTestId('checkbox-value-row-staging');
+			expect(within(stagingRow).getByText('staging')).toBeInTheDocument();
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('shows related values as checked when hasFilterForThisKey=true and isInRelatedValues=true', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['production', 'staging'],
+				stringValues: ['development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			// production is selected - in selected section
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+
+			// staging is related - in related section with checked state
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'checked');
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+		});
+	});
+
+	describe('selected values with IN operator', () => {
+		it('shows checked state with no badge for IN-selected values', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'checked');
+			expect(
+				within(productionRow).queryByTestId(/^badge-/),
+			).not.toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+		});
+	});
+
+	describe('selected values with NOT IN operator', () => {
+		it('shows unchecked state with no badge for NOT_IN-selected values', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'not in',
+													value: ['production'],
+												},
+											],
+											op: 'AND',
+										},
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const productionRow = await screen.findByTestId(
+				'checkbox-value-row-production',
+			);
+			expect(productionRow).toHaveAttribute('data-state', 'unchecked');
+			expect(
+				within(productionRow).queryByTestId(/^badge-/),
+			).not.toBeInTheDocument();
+
+			const stagingRow = screen.getByTestId('checkbox-value-row-staging');
+			expect(stagingRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(stagingRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+	});
+
+	describe('section ordering', () => {
+		it('orders selected section before related section before other section', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-value'],
+				stringValues: ['other-value', 'selected-value'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['selected-value'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-selected-value');
+
+			const allRows = screen.getAllByTestId(/^checkbox-value-row-/);
+			const values = allRows.map((row) =>
+				row.getAttribute('data-testid')?.replace('checkbox-value-row-', ''),
+			);
+
+			expect(values[0]).toBe('selected-value');
+			expect(values[1]).toBe('related-value');
+			expect(values[2]).toBe('other-value');
+		});
+
+		it('sorts alphabetically within same section', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['zebra', 'alpha', 'mike'],
+				stringValues: [],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: { items: [], op: 'AND' },
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			await screen.findByTestId('checkbox-value-row-alpha');
+
+			const allRows = screen.getAllByTestId(/^checkbox-value-row-/);
+			const values = allRows.map((row) =>
+				row.getAttribute('data-testid')?.replace('checkbox-value-row-', ''),
+			);
+
+			expect(values).toStrictEqual(['alpha', 'mike', 'zebra']);
+		});
+	});
+
+	describe('mixed state scenarios', () => {
+		it('handles mixed state: IN-selected + related + other in same list', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-env'],
+				stringValues: ['other-env', 'selected-env'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'in',
+													value: ['selected-env'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const selectedRow = await screen.findByTestId(
+				'checkbox-value-row-selected-env',
+			);
+			expect(selectedRow).toHaveAttribute('data-state', 'checked');
+			expect(within(selectedRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+
+			// Related values now show as checked
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'checked');
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+
+			const otherRow = screen.getByTestId('checkbox-value-row-other-env');
+			expect(otherRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(otherRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('handles NOT_IN-selected alongside related values', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: ['related-env'],
+				stringValues: ['other-env', 'excluded-env'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={{
+						...DEFAULT_USE_FIELD_APIS,
+						existingQuery: 'service.name = "api"',
+					}}
+				/>,
+				undefined,
+				{
+					queryBuilderOverrides: {
+						currentQuery: {
+							builder: {
+								queryData: [
+									{
+										filters: {
+											items: [
+												{
+													key: { key: 'deployment.environment' },
+													op: 'not in',
+													value: ['excluded-env'],
+												},
+											],
+											op: 'AND',
+										},
+										filter: { expression: 'service.name = "api"' },
+									},
+								],
+							},
+						},
+					} as never,
+				},
+			);
+
+			const excludedRow = await screen.findByTestId(
+				'checkbox-value-row-excluded-env',
+			);
+			expect(excludedRow).toHaveAttribute('data-state', 'unchecked');
+			expect(within(excludedRow).queryByTestId(/^badge-/)).not.toBeInTheDocument();
+
+			// Related values show as checked
+			const relatedRow = screen.getByTestId('checkbox-value-row-related-env');
+			expect(relatedRow).toHaveAttribute('data-state', 'checked');
+			expect(screen.getByTestId('section-divider-related')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/CheckboxFilterV2.states.test.tsx

@@ -0,0 +1,207 @@
+import { screen, waitFor, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { server, rest } from 'mocks-server/server';
+import { render } from 'tests/test-utils';
+
+import { QuickFiltersSource } from '../../../../types';
+
+import CheckboxFilterV2 from '../CheckboxFilterV2';
+import {
+	DEFAULT_FILTER,
+	DEFAULT_USE_FIELD_APIS,
+	mockFieldsValuesAPI,
+	mockFieldsValuesAPILoading,
+	setupServer,
+} from '../CheckboxFilterV2.testUtils';
+
+setupServer();
+
+describe('CheckboxFilterV2 - states', () => {
+	describe('loading states', () => {
+		it('shows skeleton while loading initial data', async () => {
+			mockFieldsValuesAPILoading();
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			expect(screen.getByTestId('checkbox-filter-v2')).toBeInTheDocument();
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+				).toBeInTheDocument();
+			});
+		});
+
+		it('shows skeleton when initially closed filter is opened for the first time', async () => {
+			const user = userEvent.setup();
+			mockFieldsValuesAPILoading();
+
+			const closedFilter = { ...DEFAULT_FILTER, defaultOpen: false };
+
+			render(
+				<CheckboxFilterV2
+					filter={closedFilter}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			// Filter starts closed - no skeleton, no content
+			expect(
+				screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('checkbox-filter-empty'),
+			).not.toBeInTheDocument();
+
+			// Click header to open
+			const header = screen.getByTestId('checkbox-filter-header');
+			await user.click(header);
+
+			// Should show skeleton while loading, NOT "No values found"
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-v2').querySelector('.ant-skeleton'),
+				).toBeInTheDocument();
+			});
+			expect(
+				screen.queryByTestId('checkbox-filter-empty'),
+			).not.toBeInTheDocument();
+		});
+
+		it('shows search spinner when fetching after initial load', async () => {
+			const user = userEvent.setup();
+
+			let requestCount = 0;
+			server.use(
+				rest.get('http://localhost/api/v1/fields/values', (req, res, ctx) => {
+					requestCount += 1;
+					if (requestCount === 1) {
+						return res(
+							ctx.status(200),
+							ctx.json({
+								status: 'success',
+								data: {
+									values: {
+										relatedValues: [],
+										stringValues: ['production', 'staging'],
+										numberValues: [],
+									},
+								},
+							}),
+						);
+					}
+					return res(ctx.delay(10000));
+				}),
+			);
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+
+			const searchInput = screen.getByTestId('checkbox-filter-search');
+			await user.type(searchInput, 'prod');
+
+			await waitFor(() => {
+				expect(
+					screen.getByTestId('checkbox-filter-search-loading'),
+				).toBeInTheDocument();
+			});
+		});
+	});
+
+	describe('empty states', () => {
+		it('shows "No values found" when API returns empty arrays', async () => {
+			mockFieldsValuesAPI({
+				relatedValues: [],
+				stringValues: [],
+				numberValues: [],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const emptySection = await screen.findByTestId('checkbox-filter-empty');
+			expect(emptySection).toBeInTheDocument();
+		});
+	});
+
+	describe('value rendering', () => {
+		it('renders values from API response', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['production', 'staging', 'development'],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			await screen.findByTestId('checkbox-value-row-production');
+			expect(screen.getByTestId('checkbox-value-row-staging')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('checkbox-value-row-development'),
+			).toBeInTheDocument();
+		});
+
+		it('renders number values converted to strings', async () => {
+			mockFieldsValuesAPI({
+				numberValues: [200, 404, 500],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const row200 = await screen.findByTestId('checkbox-value-row-200');
+			expect(within(row200).getByText('200')).toBeInTheDocument();
+			expect(
+				within(screen.getByTestId('checkbox-value-row-404')).getByText('404'),
+			).toBeInTheDocument();
+			expect(
+				within(screen.getByTestId('checkbox-value-row-500')).getByText('500'),
+			).toBeInTheDocument();
+		});
+
+		it('filters null/undefined values from response', async () => {
+			mockFieldsValuesAPI({
+				stringValues: ['valid', null, '', undefined as unknown as string],
+			});
+
+			render(
+				<CheckboxFilterV2
+					filter={DEFAULT_FILTER}
+					source={QuickFiltersSource.TRACES_EXPLORER}
+					useFieldApis={DEFAULT_USE_FIELD_APIS}
+				/>,
+			);
+
+			const validRow = await screen.findByTestId('checkbox-value-row-valid');
+			expect(within(validRow).getByText('valid')).toBeInTheDocument();
+			expect(screen.queryAllByTestId(/^checkbox-value-row-/)).toHaveLength(1);
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/CheckboxFilterV2Header.test.tsx

@@ -0,0 +1,156 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import { CheckboxFilterV2Header } from '../CheckboxFilterV2Header';
+
+describe('CheckboxFilterV2Header', () => {
+	const defaultProps = {
+		title: 'Environment',
+		isOpen: false,
+		showClearAll: true,
+		isSomeFilterPresentForCurrentAttribute: true,
+		onToggleOpen: jest.fn(),
+		onClear: jest.fn(),
+	};
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('collapsed state', () => {
+		it('renders title', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen={false} />);
+
+			expect(screen.getByText('Environment')).toBeInTheDocument();
+		});
+
+		it('sets data-state="closed" when collapsed', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen={false} />);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'closed');
+		});
+
+		it('does not show clear button when collapsed', () => {
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen={false} showClearAll />,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('expanded state', () => {
+		it('sets data-state="open" when expanded', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen />);
+
+			const header = screen.getByTestId('checkbox-filter-header');
+			expect(header).toHaveAttribute('data-state', 'open');
+		});
+
+		it('shows clear button when expanded + showClearAll=true', () => {
+			render(<CheckboxFilterV2Header {...defaultProps} isOpen showClearAll />);
+
+			expect(screen.getByTestId('checkbox-filter-clear-all')).toBeInTheDocument();
+			expect(screen.getByText('Clear')).toBeInTheDocument();
+		});
+
+		it('hides clear button when showClearAll=false', () => {
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen showClearAll={false} />,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+
+		it('hides clear button when no filter present for attribute', () => {
+			render(
+				<CheckboxFilterV2Header
+					{...defaultProps}
+					isOpen
+					showClearAll
+					isSomeFilterPresentForCurrentAttribute={false}
+				/>,
+			);
+
+			expect(
+				screen.queryByTestId('checkbox-filter-clear-all'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	describe('interactions', () => {
+		it('calls onToggleOpen on header click', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-header'));
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onToggleOpen on Enter key', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			screen.getByTestId('checkbox-filter-header').focus();
+			await user.keyboard('{Enter}');
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onToggleOpen on Space key', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} onToggleOpen={onToggleOpen} />,
+			);
+
+			screen.getByTestId('checkbox-filter-header').focus();
+			await user.keyboard(' ');
+
+			expect(onToggleOpen).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onClear on clear button click', async () => {
+			const user = userEvent.setup();
+			const onClear = jest.fn();
+			render(
+				<CheckboxFilterV2Header {...defaultProps} isOpen onClear={onClear} />,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onClear).toHaveBeenCalledTimes(1);
+		});
+
+		it('clear button click does not trigger onToggleOpen', async () => {
+			const user = userEvent.setup();
+			const onToggleOpen = jest.fn();
+			const onClear = jest.fn();
+			render(
+				<CheckboxFilterV2Header
+					{...defaultProps}
+					isOpen
+					onToggleOpen={onToggleOpen}
+					onClear={onClear}
+				/>,
+			);
+
+			await user.click(screen.getByTestId('checkbox-filter-clear-all'));
+
+			expect(onClear).toHaveBeenCalledTimes(1);
+			expect(onToggleOpen).not.toHaveBeenCalled();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/CheckboxFilterV2ValueRow.test.tsx

@@ -0,0 +1,297 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+
+import { BadgeConfig } from '../itemRules';
+import { CheckedState } from '../../../../types';
+import { CheckboxFilterV2ValueRow } from '../CheckboxFilterV2ValueRow';
+
+describe('CheckboxFilterV2ValueRow', () => {
+	const defaultProps = {
+		value: 'production',
+		checkedState: 'unchecked' as CheckedState,
+		disabled: false,
+		title: 'Environment',
+		onlyButtonLabel: 'Only',
+		onCheckboxChange: jest.fn(),
+		onOnlyOrAllClick: jest.fn(),
+		badge: null as BadgeConfig | null,
+	};
+
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('checked states', () => {
+		it('sets data-state="unchecked" for unchecked state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="unchecked" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'unchecked');
+		});
+
+		it('sets data-state="checked" for checked state', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="checked" />,
+			);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-state', 'checked');
+		});
+	});
+
+	describe('badge variations', () => {
+		it('renders no badge when badge=null', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} badge={null} />);
+
+			expect(screen.queryByTestId(/^badge-/)).not.toBeInTheDocument();
+		});
+
+		it('renders "Not in" warning badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'not_in', label: 'Not in', color: 'warning' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+			expect(screen.getByText('Not in')).toBeInTheDocument();
+		});
+
+		it('renders "Related" robin badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'related', label: 'Related', color: 'robin' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-related')).toBeInTheDocument();
+			expect(screen.getByText('Related')).toBeInTheDocument();
+		});
+
+		it('renders "Other" secondary badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+			expect(screen.getByText('Other')).toBeInTheDocument();
+		});
+	});
+
+	describe('only/all button label', () => {
+		it('shows "Only" label by default', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} onlyButtonLabel="Only" />,
+			);
+
+			expect(screen.getByText('Only')).toBeInTheDocument();
+		});
+
+		it('shows "All" label when appropriate', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} onlyButtonLabel="All" />);
+
+			expect(screen.getByText('All')).toBeInTheDocument();
+		});
+	});
+
+	describe('disabled state', () => {
+		it('sets data-disabled=true when disabled', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} disabled />);
+
+			const row = screen.getByTestId('checkbox-value-row-production');
+			expect(row).toHaveAttribute('data-disabled', 'true');
+		});
+
+		it('does not call onOnlyOrAllClick when disabled + clicked', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			await user.click(screen.getByText('production'));
+
+			expect(onOnlyOrAllClick).not.toHaveBeenCalled();
+		});
+
+		it('does not call onOnlyOrAllClick on keydown when disabled', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			screen.getByText('production').focus();
+			await user.keyboard('{Enter}');
+
+			expect(onOnlyOrAllClick).not.toHaveBeenCalled();
+		});
+	});
+
+	describe('special value indicators', () => {
+		it('renders row for "true" value', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="true" />);
+
+			expect(screen.getByTestId('checkbox-value-row-true')).toBeInTheDocument();
+			expect(screen.getByText('true')).toBeInTheDocument();
+		});
+
+		it('renders row for "false" value', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="false" />);
+
+			expect(screen.getByTestId('checkbox-value-row-false')).toBeInTheDocument();
+			expect(screen.getByText('false')).toBeInTheDocument();
+		});
+
+		it('renders row for regular values', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} value="production" />);
+
+			expect(
+				screen.getByTestId('checkbox-value-row-production'),
+			).toBeInTheDocument();
+			expect(screen.getByText('production')).toBeInTheDocument();
+		});
+	});
+
+	describe('interactions', () => {
+		it('renders checkbox with correct testId', () => {
+			render(
+				<CheckboxFilterV2ValueRow {...defaultProps} checkedState="unchecked" />,
+			);
+
+			expect(
+				screen.getByTestId('checkbox-Environment-production'),
+			).toBeInTheDocument();
+		});
+
+		it('calls onOnlyOrAllClick on value text click', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			await user.click(screen.getByText('production'));
+
+			expect(onOnlyOrAllClick).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onOnlyOrAllClick on Enter key', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			const valueButton = screen
+				.getByText('production')
+				.closest('[role="button"]');
+			await user.tab();
+			await user.tab();
+			if (valueButton && document.activeElement === valueButton) {
+				await user.keyboard('{Enter}');
+			}
+
+			expect(onOnlyOrAllClick).toHaveBeenCalled();
+		});
+
+		it('calls onOnlyOrAllClick on Space key', async () => {
+			const user = userEvent.setup();
+			const onOnlyOrAllClick = jest.fn();
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					onOnlyOrAllClick={onOnlyOrAllClick}
+				/>,
+			);
+
+			const valueButton = screen
+				.getByText('production')
+				.closest('[role="button"]');
+			await user.tab();
+			await user.tab();
+			if (valueButton && document.activeElement === valueButton) {
+				await user.keyboard(' ');
+			}
+
+			expect(onOnlyOrAllClick).toHaveBeenCalled();
+		});
+
+		it('shows Toggle button', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} />);
+
+			expect(screen.getByText('Toggle')).toBeInTheDocument();
+		});
+	});
+
+	describe('custom renderer', () => {
+		it('uses customRendererForValue when provided', () => {
+			const customRenderer = (value: string): JSX.Element => (
+				<span data-testid="custom-render">{`Custom: ${value}`}</span>
+			);
+
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					customRendererForValue={customRenderer}
+				/>,
+			);
+
+			expect(screen.getByTestId('custom-render')).toBeInTheDocument();
+			expect(screen.getByText('Custom: production')).toBeInTheDocument();
+		});
+
+		it('shows default value text when no custom renderer', () => {
+			render(<CheckboxFilterV2ValueRow {...defaultProps} />);
+
+			expect(screen.getByText('production')).toBeInTheDocument();
+		});
+	});
+
+	describe('state combinations', () => {
+		it('checked + not_in badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					checkedState="unchecked"
+					badge={{ key: 'not_in', label: 'Not in', color: 'warning' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-not_in')).toBeInTheDocument();
+		});
+
+		it('disabled + badge still shows badge', () => {
+			render(
+				<CheckboxFilterV2ValueRow
+					{...defaultProps}
+					disabled
+					badge={{ key: 'other', label: 'Other', color: 'secondary' }}
+				/>,
+			);
+
+			expect(screen.getByTestId('badge-other')).toBeInTheDocument();
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/itemRules.test.ts

@@ -0,0 +1,131 @@
+import { deriveItemConfig, ItemContext, SectionType } from '../itemRules';
+
+describe('itemRules', () => {
+	describe('deriveItemConfig', () => {
+		it('no query at all → section selected, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + IN operator → section selected, no badge', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+		});
+
+		it('selected + NOT IN operator → section selected, no badge, unchecked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: true,
+				isInRelatedValues: false,
+				isNotInOperator: true,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('unchecked');
+		});
+
+		it('has query, not selected, in related → section related, checked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.RELATED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+
+		it('has query, has filter for this key, in related → section related, checked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: true,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.RELATED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+
+		it('has query, not in related → section all_values, unchecked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: false,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.ALL_VALUES);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('unchecked');
+		});
+
+		it('has query + filter for key, not selected, not in related → section all_values, unchecked', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: true,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.ALL_VALUES);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('unchecked');
+		});
+
+		it('no query but has filter for key, not selected → fallback to checked (DEFAULT_CONFIG)', () => {
+			const ctx: ItemContext = {
+				isSelectedOnFilter: false,
+				isInRelatedValues: false,
+				isNotInOperator: false,
+				hasExistingQuery: false,
+				hasFilterForThisKey: true,
+			};
+
+			const result = deriveItemConfig(ctx);
+
+			expect(result.section).toBe(SectionType.SELECTED);
+			expect(result.badge).toBeNull();
+			expect(result.checkedState).toBe('checked');
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/__tests__/useSectionedValues.test.ts

@@ -0,0 +1,382 @@
+import { renderHook } from '@testing-library/react';
+
+import { SectionType } from '../itemRules';
+import { useSectionedValues, SectionedItem } from '../useSectionedValues';
+
+function flattenSections(
+	sections: { type: SectionType; items: SectionedItem[] }[],
+): SectionedItem[] {
+	return sections.flatMap((s) => s.items);
+}
+
+describe('useSectionedValues', () => {
+	const baseInput = {
+		relatedValues: ['val1', 'val2'],
+		allValues: ['val1', 'val2', 'val3'],
+		currentFilterState: {},
+		isSomeFilterPresentForCurrentAttribute: false,
+		isNotInOperator: false,
+		hasExistingQuery: false,
+		visibleItemsCount: 10,
+		relatedExclusions: [] as string[],
+	};
+
+	it('no query at all → all items in selected section, no badges', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		expect(result.current.sections).toHaveLength(1);
+		expect(result.current.sections[0].type).toBe(SectionType.SELECTED);
+		expect(result.current.sections[0].items).toHaveLength(3);
+		result.current.sections[0].items.forEach((item) => {
+			expect(item.badge).toBeNull();
+		});
+	});
+
+	it('has query, no filter for key → related and all_values sections', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		const allItems = flattenSections(result.current.sections);
+		const relatedItems = allItems.filter(
+			(item) => item.value === 'val1' || item.value === 'val2',
+		);
+		const otherItems = allItems.filter((item) => item.value === 'val3');
+
+		// Related values should be in related section, checked
+		relatedItems.forEach((item) => {
+			expect(item.section).toBe(SectionType.RELATED);
+			expect(item.checkedState).toBe('checked');
+		});
+
+		// Other values should be in all_values section, unchecked
+		otherItems.forEach((item) => {
+			expect(item.section).toBe(SectionType.ALL_VALUES);
+			expect(item.checkedState).toBe('unchecked');
+		});
+	});
+
+	it('has query + filter for key, selected value → in selected section', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				currentFilterState: { val1: true, val2: false, val3: false },
+			}),
+		);
+
+		const allItems = flattenSections(result.current.sections);
+		const selectedItem = allItems.find((item) => item.value === 'val1');
+
+		expect(selectedItem?.section).toBe(SectionType.SELECTED);
+		expect(selectedItem?.badge).toBeNull();
+	});
+
+	it('has query + filter for key, NOT IN operator → excluded values in selected section, no badge', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				hasExistingQuery: true,
+				isSomeFilterPresentForCurrentAttribute: true,
+				isNotInOperator: true,
+				currentFilterState: { val1: false, val2: true, val3: true },
+			}),
+		);
+
+		const allItems = flattenSections(result.current.sections);
+		// val1 is unchecked + NOT IN = excluded
+		const excludedItem = allItems.find((item) => item.value === 'val1');
+
+		expect(excludedItem?.section).toBe(SectionType.SELECTED);
+		expect(excludedItem?.badge).toBeNull();
+		expect(excludedItem?.checkedState).toBe('unchecked');
+	});
+
+	it('items within same section sorted alphabetically', () => {
+		const { result } = renderHook(() =>
+			useSectionedValues({
+				...baseInput,
+				relatedValues: ['zebra', 'apple', 'mango'],
+				allValues: ['zebra', 'apple', 'mango'],
+				hasExistingQuery: false,
+				isSomeFilterPresentForCurrentAttribute: false,
+			}),
+		);
+
+		// All items have section selected, should be sorted alphabetically
+		const allItems = flattenSections(result.current.sections);
+		const values = allItems.map((item) => item.value);
+		expect(values).toStrictEqual(['apple', 'mango', 'zebra']);
+	});
+
+	describe('filtered results from API', () => {
+		it('keeps items in their natural sections with filtered API results', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: true,
+					currentFilterState: { val1: true },
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+			expect(sectionTypes).toContain(SectionType.SELECTED);
+			expect(sectionTypes).toContain(SectionType.RELATED);
+		});
+
+		it('returns empty sections array when no values', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: [],
+					allValues: [],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+					currentFilterState: {},
+				}),
+			);
+
+			expect(result.current.sections).toHaveLength(0);
+			expect(result.current.totalCount).toBe(0);
+		});
+
+		it('non-related items go to ALL_VALUES section', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: [],
+					allValues: ['other1', 'other2', 'other3'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+				}),
+			);
+
+			const allValuesSection = result.current.sections.find(
+				(s) => s.type === SectionType.ALL_VALUES,
+			);
+			expect(allValuesSection?.items).toHaveLength(3);
+		});
+
+		it('handles non-overlapping relatedValues and allValues correctly', () => {
+			// This tests the bug where different pod names in relatedValues vs allValues
+			// caused all items to go to ALL_VALUES instead of RELATED
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['pod-a-1', 'pod-b-1', 'pod-c-1'],
+					allValues: ['pod-a-2', 'pod-b-2', 'pod-c-2'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+
+			// RELATED section should exist with relatedValues items
+			expect(sectionTypes).toContain(SectionType.RELATED);
+			const relatedSection = result.current.sections.find(
+				(s) => s.type === SectionType.RELATED,
+			);
+			expect(relatedSection?.items).toHaveLength(3);
+			expect(relatedSection?.items.map((i) => i.value)).toStrictEqual(
+				expect.arrayContaining(['pod-a-1', 'pod-b-1', 'pod-c-1']),
+			);
+
+			// ALL_VALUES section should exist with allValues items
+			expect(sectionTypes).toContain(SectionType.ALL_VALUES);
+			const allValuesSection = result.current.sections.find(
+				(s) => s.type === SectionType.ALL_VALUES,
+			);
+			expect(allValuesSection?.items).toHaveLength(3);
+			expect(allValuesSection?.items.map((i) => i.value)).toStrictEqual(
+				expect.arrayContaining(['pod-a-2', 'pod-b-2', 'pod-c-2']),
+			);
+		});
+	});
+
+	describe('stale related values during refresh (relatedExclusions)', () => {
+		// Scenario: key A selected (existing query) + key B had value "oldSelected".
+		// User selects a different value on key B -> "oldSelected" is de-selected.
+		// keepPreviousData keeps the stale response where "oldSelected" is still in
+		// relatedValues, so it would wrongly render as "related". It is excluded.
+		it('subtracts only the excluded value from the RELATED section', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					// stale API data kept via keepPreviousData
+					relatedValues: ['oldSelected', 'otherRelated'],
+					allValues: ['newValue'],
+					relatedExclusions: ['oldSelected'],
+				}),
+			);
+
+			const allItems = flattenSections(result.current.sections);
+
+			// oldSelected must NOT render as related (dropped entirely - not in
+			// allValues nor selected)
+			expect(
+				allItems.find((item) => item.value === 'oldSelected'),
+			).toBeUndefined();
+
+			// other related values are kept
+			expect(allItems.find((item) => item.value === 'otherRelated')?.section).toBe(
+				SectionType.RELATED,
+			);
+		});
+
+		it('preserves every related value that is not the excluded (previously selected) one', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					// oldSelected was just de-selected; the rest are genuinely related
+					relatedValues: ['oldSelected', 'relatedA', 'relatedB', 'relatedC'],
+					allValues: ['newValue'],
+					relatedExclusions: ['oldSelected'],
+				}),
+			);
+
+			const relatedSection = result.current.sections.find(
+				(s) => s.type === SectionType.RELATED,
+			);
+			const relatedValues = relatedSection?.items.map((i) => i.value) ?? [];
+
+			// all non-excluded related values are kept
+			expect(relatedValues).toStrictEqual(['relatedA', 'relatedB', 'relatedC']);
+			// and they stay checked
+			relatedSection?.items.forEach((item) => {
+				expect(item.checkedState).toBe('checked');
+			});
+			// the excluded value is gone
+			expect(relatedValues).not.toContain('oldSelected');
+		});
+
+		it('keeps the RELATED section when other related values remain', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					relatedValues: ['oldSelected', 'otherRelated'],
+					allValues: ['newValue'],
+					relatedExclusions: ['oldSelected'],
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+			expect(sectionTypes).toContain(SectionType.RELATED);
+			expect(sectionTypes).toContain(SectionType.SELECTED);
+		});
+
+		it('shows the excluded value normally when exclusions are empty', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					currentFilterState: { newValue: true },
+					isSomeFilterPresentForCurrentAttribute: true,
+					hasExistingQuery: true,
+					relatedValues: ['oldSelected', 'otherRelated'],
+					allValues: ['newValue'],
+					relatedExclusions: [],
+				}),
+			);
+
+			const allItems = flattenSections(result.current.sections);
+			expect(allItems.find((item) => item.value === 'oldSelected')?.section).toBe(
+				SectionType.RELATED,
+			);
+		});
+	});
+
+	describe('section ordering', () => {
+		it('sections appear in order: SELECTED → RELATED → ALL_VALUES', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['related1'],
+					allValues: ['all1'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: true,
+					currentFilterState: { selected1: true },
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+
+			// Verify order
+			const selectedIdx = sectionTypes.indexOf(SectionType.SELECTED);
+			const relatedIdx = sectionTypes.indexOf(SectionType.RELATED);
+			const allValuesIdx = sectionTypes.indexOf(SectionType.ALL_VALUES);
+
+			expect(selectedIdx).toBeLessThan(relatedIdx);
+			expect(relatedIdx).toBeLessThan(allValuesIdx);
+		});
+
+		it('RELATED section appears before ALL_VALUES even with many items', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['r1', 'r2', 'r3', 'r4', 'r5'],
+					allValues: ['a1', 'a2', 'a3', 'a4', 'a5'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+					visibleItemsCount: 100,
+				}),
+			);
+
+			const sectionTypes = result.current.sections.map((s) => s.type);
+
+			expect(sectionTypes[0]).toBe(SectionType.RELATED);
+			expect(sectionTypes[1]).toBe(SectionType.ALL_VALUES);
+		});
+
+		it('visibleItemsCount limits total items across sections', () => {
+			const { result } = renderHook(() =>
+				useSectionedValues({
+					...baseInput,
+					relatedValues: ['r1', 'r2', 'r3'],
+					allValues: ['a1', 'a2', 'a3'],
+					hasExistingQuery: true,
+					isSomeFilterPresentForCurrentAttribute: false,
+					visibleItemsCount: 4,
+				}),
+			);
+
+			const totalItems = result.current.sections.reduce(
+				(sum, s) => sum + s.items.length,
+				0,
+			);
+			expect(totalItems).toBe(4);
+
+			// RELATED section should get priority (3 items)
+			const relatedSection = result.current.sections.find(
+				(s) => s.type === SectionType.RELATED,
+			);
+			expect(relatedSection?.items).toHaveLength(3);
+
+			// ALL_VALUES gets remaining (1 item)
+			const allValuesSection = result.current.sections.find(
+				(s) => s.type === SectionType.ALL_VALUES,
+			);
+			expect(allValuesSection?.items).toHaveLength(1);
+		});
+	});
+});

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/itemRules.ts

@@ -0,0 +1,118 @@
+import { CheckedState } from '../../../types';
+
+export enum SectionType {
+	SELECTED = 'selected',
+	RELATED = 'related',
+	ALL_VALUES = 'all_values',
+}
+
+export interface BadgeConfig {
+	key: string;
+	label: string;
+	color: 'robin' | 'warning' | 'secondary';
+}
+
+export interface ItemConfig {
+	section: SectionType;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+export interface ItemContext {
+	isSelectedOnFilter: boolean;
+	isInRelatedValues: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	hasFilterForThisKey: boolean;
+}
+
+export interface DerivedItem extends ItemConfig {
+	value: string;
+}
+
+interface ItemRule {
+	condition: (ctx: ItemContext) => boolean;
+	config: ItemConfig;
+}
+
+const ITEM_RULES: ItemRule[] = [
+	// No existing query and no filter → all checked (selected section)
+	{
+		condition: (ctx): boolean =>
+			!ctx.hasExistingQuery && !ctx.hasFilterForThisKey,
+		config: {
+			section: SectionType.SELECTED,
+			badge: null,
+			checkedState: 'checked',
+		},
+	},
+	// Selected with NOT IN operator → unchecked, no badge
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && ctx.isNotInOperator,
+		config: {
+			section: SectionType.SELECTED,
+			badge: null,
+			checkedState: 'unchecked',
+		},
+	},
+	// Selected with IN operator → checked
+	{
+		condition: (ctx): boolean => ctx.isSelectedOnFilter && !ctx.isNotInOperator,
+		config: {
+			section: SectionType.SELECTED,
+			badge: null,
+			checkedState: 'checked',
+		},
+	},
+	// Related values (from existing query) → checked
+	{
+		condition: (ctx): boolean => ctx.hasExistingQuery && ctx.isInRelatedValues,
+		config: {
+			section: SectionType.RELATED,
+			badge: null,
+			checkedState: 'checked',
+		},
+	},
+	// All values (has existing query but not related) → unchecked
+	{
+		condition: (ctx): boolean => ctx.hasExistingQuery,
+		config: {
+			section: SectionType.ALL_VALUES,
+			badge: null,
+			checkedState: 'unchecked',
+		},
+	},
+];
+
+// Fallback when no rule matches
+const DEFAULT_CONFIG: ItemConfig = {
+	section: SectionType.SELECTED,
+	badge: null,
+	checkedState: 'checked',
+};
+
+export function deriveItemConfig(ctx: ItemContext): ItemConfig {
+	for (const rule of ITEM_RULES) {
+		if (rule.condition(ctx)) {
+			return rule.config;
+		}
+	}
+	return DEFAULT_CONFIG;
+}
+
+export function deriveItems(
+	values: string[],
+	relatedSet: Set<string>,
+	selectedOnFilterSet: Set<string>,
+	ctx: Omit<ItemContext, 'isSelectedOnFilter' | 'isInRelatedValues'>,
+): DerivedItem[] {
+	return values.map((value) => {
+		const itemCtx: ItemContext = {
+			...ctx,
+			isSelectedOnFilter: selectedOnFilterSet.has(value),
+			isInRelatedValues: relatedSet.has(value),
+		};
+		const config = deriveItemConfig(itemCtx);
+		return { value, ...config };
+	});
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useExistingQuery.tsx

@@ -0,0 +1,61 @@
+import { useMemo } from 'react';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { convertFiltersToExpression } from 'components/QueryBuilderV2/utils';
+import { QuickFilterCheckboxUseFieldApis } from 'components/QuickFilters/types';
+
+interface UseExistingQueryParams {
+	useFieldApis: QuickFilterCheckboxUseFieldApis;
+	activeQueryIndex: number;
+}
+
+interface UseExistingQueryResult {
+	existingQuery: string | undefined;
+	hasExistingQuery: boolean;
+}
+
+export function useExistingQuery({
+	useFieldApis,
+	activeQueryIndex,
+}: UseExistingQueryParams): UseExistingQueryResult {
+	const { currentQuery } = useQueryBuilder();
+
+	const existingQuery = useMemo(() => {
+		if (useFieldApis.existingQuery === null) {
+			return undefined;
+		}
+
+		if (useFieldApis.existingQuery) {
+			return useFieldApis.existingQuery;
+		}
+
+		const queryData = currentQuery.builder.queryData?.[activeQueryIndex];
+
+		// Prefer V5 filter.expression
+		if (queryData?.filter?.expression) {
+			return queryData.filter.expression;
+		}
+
+		// Fall back to V3 filters.items
+		if (queryData?.filters?.items?.length) {
+			return convertFiltersToExpression(queryData.filters).expression;
+		}
+
+		return undefined;
+	}, [
+		useFieldApis.existingQuery,
+		currentQuery.builder.queryData,
+		activeQueryIndex,
+	]);
+
+	// Check if ANY filters exist in query (V3 items or V5 expression)
+	// This is separate from existingQuery because existingQuery can be explicitly
+	// disabled (null) while filters still exist in the query for UI purposes
+	const hasExistingQuery = useMemo(() => {
+		const queryData = currentQuery.builder.queryData?.[activeQueryIndex];
+		const hasV3Items = (queryData?.filters?.items?.length ?? 0) > 0;
+		const hasV5Expression = !!queryData?.filter?.expression;
+		return hasV3Items || hasV5Expression || !!existingQuery;
+	}, [currentQuery.builder.queryData, activeQueryIndex, existingQuery]);
+
+	return { existingQuery, hasExistingQuery };
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useFieldValues.tsx

@@ -0,0 +1,97 @@
+import { useMemo } from 'react';
+import { useGetFieldsValues } from 'api/generated/services/fields';
+import { TelemetrytypesSignalDTO } from 'api/generated/services/sigNoz.schemas';
+import { IQuickFiltersConfig } from 'components/QuickFilters/types';
+import { DataSource } from 'types/common/queryBuilder';
+import { FIELD_API_CACHE_TIME } from 'constants/queryCacheTime';
+
+interface UseFieldValuesProps {
+	filter: IQuickFiltersConfig;
+	searchText: string;
+	existingQuery?: string;
+	metricNamespace?: string;
+	startUnixMilli?: number;
+	endUnixMilli?: number;
+	enabled: boolean;
+}
+
+interface UseFieldValuesReturn {
+	relatedValues: string[];
+	allValues: string[];
+	isLoading: boolean;
+	isFetching: boolean;
+}
+
+const DATA_SOURCE_TO_SIGNAL: Record<DataSource, TelemetrytypesSignalDTO> = {
+	[DataSource.METRICS]: TelemetrytypesSignalDTO.metrics,
+	[DataSource.TRACES]: TelemetrytypesSignalDTO.traces,
+	[DataSource.LOGS]: TelemetrytypesSignalDTO.logs,
+};
+
+export function useFieldValues({
+	filter,
+	searchText,
+	existingQuery,
+	metricNamespace,
+	startUnixMilli,
+	endUnixMilli,
+	enabled,
+}: UseFieldValuesProps): UseFieldValuesReturn {
+	const { data, isLoading, isFetching } = useGetFieldsValues(
+		{
+			signal: filter.dataSource
+				? DATA_SOURCE_TO_SIGNAL[filter.dataSource]
+				: undefined,
+			name: filter.attributeKey.key,
+			searchText,
+			existingQuery,
+			metricNamespace,
+			startUnixMilli,
+			// This field does not affect the backend but I wanted to keep it here
+			// in case we add the support in the future
+			endUnixMilli,
+		},
+		{
+			query: {
+				enabled,
+				cacheTime: FIELD_API_CACHE_TIME,
+				keepPreviousData: true,
+			},
+		},
+	);
+
+	const relatedValues: string[] = useMemo(() => {
+		const values = data?.data?.values;
+		if (!values) {
+			return [];
+		}
+
+		return (
+			values.relatedValues?.filter(
+				(value): value is string =>
+					value !== null && value !== undefined && value !== '',
+			) || []
+		);
+	}, [data]);
+
+	const allValues: string[] = useMemo(() => {
+		const values = data?.data?.values;
+		if (!values) {
+			return [];
+		}
+
+		const stringValues =
+			values.stringValues?.filter(
+				(value): value is string =>
+					value !== null && value !== undefined && value !== '',
+			) || [];
+		const numberValues =
+			values.numberValues
+				?.filter((value): value is number => value !== null && value !== undefined)
+				.map((value) => value.toString()) || [];
+
+		return [...stringValues, ...numberValues];
+	}, [data]);
+
+	return { relatedValues, allValues, isLoading, isFetching };
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useSectionedValues.ts

@@ -0,0 +1,152 @@
+import { useMemo } from 'react';
+
+import { BadgeConfig, deriveItems, SectionType } from './itemRules';
+import { CheckedState } from '../../../types';
+
+interface SectionedValuesInput {
+	relatedValues: string[];
+	allValues: string[];
+	currentFilterState: Record<string, boolean>;
+	isSomeFilterPresentForCurrentAttribute: boolean;
+	isNotInOperator: boolean;
+	hasExistingQuery: boolean;
+	visibleItemsCount: number;
+	relatedExclusions: string[];
+}
+
+export interface SectionedItem {
+	value: string;
+	section: SectionType;
+	badge: BadgeConfig | null;
+	checkedState: CheckedState;
+}
+
+export interface Section {
+	type: SectionType;
+	items: SectionedItem[];
+}
+
+interface SectionedValuesOutput {
+	sections: Section[];
+	totalCount: number;
+}
+
+const SECTION_ORDER: SectionType[] = [
+	SectionType.SELECTED,
+	SectionType.RELATED,
+	SectionType.ALL_VALUES,
+];
+
+export function buildSelectedSet(
+	currentFilterState: Record<string, boolean>,
+	isSomeFilterPresentForCurrentAttribute: boolean,
+	isNotInOperator: boolean,
+): Set<string> {
+	const selectedSet = new Set<string>();
+	if (!isSomeFilterPresentForCurrentAttribute) {
+		return selectedSet;
+	}
+
+	for (const [val, isChecked] of Object.entries(currentFilterState)) {
+		// NOT IN: unchecked = explicitly excluded
+		// IN: checked = explicitly selected
+		const shouldAdd = isNotInOperator ? !isChecked : isChecked;
+		if (shouldAdd) {
+			selectedSet.add(val);
+		}
+	}
+	return selectedSet;
+}
+
+export function useSectionedValues({
+	relatedValues,
+	allValues,
+	currentFilterState,
+	isSomeFilterPresentForCurrentAttribute,
+	isNotInOperator,
+	hasExistingQuery,
+	visibleItemsCount,
+	relatedExclusions,
+}: SectionedValuesInput): SectionedValuesOutput {
+	const items = useMemo(() => {
+		const selectedSet = buildSelectedSet(
+			currentFilterState,
+			isSomeFilterPresentForCurrentAttribute,
+			isNotInOperator,
+		);
+
+		const exclusionSet = new Set(relatedExclusions);
+		const effectiveRelatedValues = relatedValues.filter(
+			(value) => !exclusionSet.has(value),
+		);
+
+		// Combine all values - API already filters both arrays by searchText
+		const allUniqueValues = Array.from(
+			new Set([...effectiveRelatedValues, ...allValues]),
+		);
+
+		// Include selected values at top - may not be in API response
+		const finalValues = [
+			...new Set([...Array.from(selectedSet), ...allUniqueValues]),
+		];
+		const relatedSet = new Set(effectiveRelatedValues);
+
+		return deriveItems(finalValues, relatedSet, selectedSet, {
+			isNotInOperator,
+			hasExistingQuery,
+			hasFilterForThisKey: isSomeFilterPresentForCurrentAttribute,
+		});
+	}, [
+		relatedValues,
+		allValues,
+		currentFilterState,
+		isSomeFilterPresentForCurrentAttribute,
+		isNotInOperator,
+		hasExistingQuery,
+		relatedExclusions,
+	]);
+
+	const sections = useMemo(() => {
+		// Group items by section
+		const sectionMap = new Map<SectionType, SectionedItem[]>();
+		for (const sectionType of SECTION_ORDER) {
+			sectionMap.set(sectionType, []);
+		}
+
+		for (const item of items) {
+			sectionMap.get(item.section)?.push(item);
+		}
+
+		// Sort items within each section alphabetically
+		for (const sectionItems of sectionMap.values()) {
+			sectionItems.sort((a, b) => a.value.localeCompare(b.value));
+		}
+
+		// Apply visibleItemsCount across all sections
+		let remaining = visibleItemsCount;
+		const result: Section[] = [];
+
+		for (const sectionType of SECTION_ORDER) {
+			const sectionItems = sectionMap.get(sectionType) || [];
+
+			if (sectionItems.length === 0) {
+				continue;
+			}
+
+			const itemsToTake = Math.min(sectionItems.length, remaining);
+			if (itemsToTake === 0) {
+				break;
+			}
+
+			result.push({
+				type: sectionType,
+				items: sectionItems.slice(0, itemsToTake),
+			});
+			remaining -= itemsToTake;
+		}
+
+		return result;
+	}, [items, visibleItemsCount]);
+
+	return { sections, totalCount: items.length };
+}

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/v2/useStaleRelatedExclusions.ts

@@ -0,0 +1,36 @@
+import { useEffect, useMemo, useRef } from 'react';
+
+const EMPTY: string[] = [];
+
+interface UseStaleRelatedExclusionsParams {
+	selectedValues: string[];
+	isFetching: boolean;
+	isRefreshing: boolean;
+}
+
+export function useStaleRelatedExclusions({
+	selectedValues,
+	isFetching,
+	isRefreshing,
+}: UseStaleRelatedExclusionsParams): string[] {
+	const selectionAtLastFetchRef = useRef<string[]>(selectedValues);
+
+	useEffect(() => {
+		if (!isFetching) {
+			selectionAtLastFetchRef.current = selectedValues;
+		}
+	}, [isFetching, selectedValues]);
+
+	return useMemo(() => {
+		if (!isRefreshing) {
+			return EMPTY;
+		}
+
+		const current = new Set(selectedValues);
+		const removed = selectionAtLastFetchRef.current.filter(
+			(value) => !current.has(value),
+		);
+
+		return removed.length ? removed : EMPTY;
+	}, [isRefreshing, selectedValues]);
+}

frontend/src/components/QuickFilters/QuickFilters.tsx

@@ -32,6 +32,7 @@ import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { USER_ROLES } from 'types/roles';
 
 import Checkbox from './FilterRenderers/Checkbox/Checkbox';
+import CheckboxV2 from './FilterRenderers/Checkbox/v2/CheckboxFilterV2';
 import Duration from './FilterRenderers/Duration/Duration';
 import Slider from './FilterRenderers/Slider/Slider';
 import useFilterConfig from './hooks/useFilterConfig';
@@ -51,6 +52,7 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 		signal,
 		showFilterCollapse = true,
 		showQueryName = true,
+		useFieldApis,
 	} = props;
 	const { user } = useAppContext();
 	const [isSettingsOpen, setIsSettingsOpen] = useState(false);
@@ -297,21 +299,45 @@ export default function QuickFilters(props: IQuickFiltersProps): JSX.Element {
 				{filterConfig.map((filter) => {
 					switch (filter.type) {
 						case FiltersType.CHECKBOX:
-							return (
+							return useFieldApis ? (
+								<CheckboxV2
+									key={filter.attributeKey.key}
+									source={source}
+									filter={filter}
+									onFilterChange={onFilterChange}
+									useFieldApis={useFieldApis}
+								/>
+							) : (
 								<Checkbox
+									key={filter.attributeKey.key}
 									source={source}
 									filter={filter}
 									onFilterChange={onFilterChange}
 								/>
 							);
 						case FiltersType.DURATION:
-							return <Duration filter={filter} onFilterChange={onFilterChange} />;
+							return (
+								<Duration
+									key={filter.attributeKey.key}
+									filter={filter}
+									onFilterChange={onFilterChange}
+								/>
+							);
 						case FiltersType.SLIDER:
-							return <Slider />;
+							return <Slider key={filter.attributeKey.key} />;
 						// eslint-disable-next-line sonarjs/no-duplicated-branches
 						default:
-							return (
+							return useFieldApis ? (
+								<CheckboxV2
+									key={filter.attributeKey.key}
+									source={source}
+									filter={filter}
+									onFilterChange={onFilterChange}
+									useFieldApis={useFieldApis}
+								/>
+							) : (
 								<Checkbox
+									key={filter.attributeKey.key}
 									source={source}
 									filter={filter}
 									onFilterChange={onFilterChange}
@@ -381,4 +407,5 @@ QuickFilters.defaultProps = {
 	config: [],
 	showFilterCollapse: true,
 	showQueryName: true,
+	useFieldApis: undefined,
 };

frontend/src/components/QuickFilters/types.ts

@@ -26,6 +26,11 @@ export enum SignalType {
 	METER_EXPLORER = 'meter',
 }
 
+/**
+ * Missing export from signozhq/ui/checkbox, TODO(H4ad): Add and remove this type definition
+ */
+export type CheckedState = 'checked' | 'unchecked' | 'indeterminate';
+
 export interface IQuickFiltersConfig {
 	type: FiltersType;
 	title: string;
@@ -46,6 +51,7 @@ export interface IQuickFiltersProps {
 	className?: string;
 	showFilterCollapse?: boolean;
 	showQueryName?: boolean;
+	useFieldApis?: QuickFilterCheckboxUseFieldApis;
 }
 
 export enum QuickFiltersSource {
@@ -56,3 +62,19 @@ export enum QuickFiltersSource {
 	EXCEPTIONS = 'exceptions',
 	METER_EXPLORER = 'meter',
 }
+
+/**
+ * Opt-in: fetch values from the /v1/fields/values API instead of /v3/autocomplete/attribute_values
+ */
+export type QuickFilterCheckboxUseFieldApis = {
+	startUnixMilli: number;
+	endUnixMilli: number;
+	/**
+	 * If you didn't specify a string, we automatically try to extract this from the currentQuery,
+	 * from the filter.expression or filter.items.
+	 *
+	 * Use null to ignore/disable this behavior.
+	 */
+	existingQuery?: string | null;
+	metricNamespace?: string;
+};

frontend/src/components/TanStackTableView/TanStackCustomTableRow.tsx

@@ -11,17 +11,17 @@ import { FlatItem, TableRowContext } from './types';
 
 import tableStyles from './TanStackTable.module.scss';
 
-type VirtuosoTableRowProps<TData> = ComponentProps<
+type VirtuosoTableRowProps<TData, TItemKey = string> = ComponentProps<
 	NonNullable<
-		TableComponents<FlatItem<TData>, TableRowContext<TData>>['TableRow']
+		TableComponents<FlatItem<TData>, TableRowContext<TData, TItemKey>>['TableRow']
 	>
 >;
 
-function TanStackCustomTableRow<TData>({
+function TanStackCustomTableRow<TData, TItemKey = string>({
 	item,
 	context,
 	...props
-}: VirtuosoTableRowProps<TData>): JSX.Element {
+}: VirtuosoTableRowProps<TData, TItemKey>): JSX.Element {
 	const rowId = item.row.id;
 	const rowData = item.row.original;
 
@@ -84,9 +84,9 @@ function TanStackCustomTableRow<TData>({
 // This looks overkill but ensures the table is stable and doesn't re-render on every change
 // If you add any new prop to context, remember to update this function
 // eslint-disable-next-line sonarjs/cognitive-complexity
-function areTableRowPropsEqual<TData>(
-	prev: Readonly<VirtuosoTableRowProps<TData>>,
-	next: Readonly<VirtuosoTableRowProps<TData>>,
+function areTableRowPropsEqual<TData, TItemKey = string>(
+	prev: Readonly<VirtuosoTableRowProps<TData, TItemKey>>,
+	next: Readonly<VirtuosoTableRowProps<TData, TItemKey>>,
 ): boolean {
 	if (prev.item.row.id !== next.item.row.id) {
 		return false;
@@ -141,7 +141,9 @@ function areTableRowPropsEqual<TData>(
 	return true;
 }
 
-export default memo(
-	TanStackCustomTableRow,
-	areTableRowPropsEqual,
-) as typeof TanStackCustomTableRow;
+export default memo(TanStackCustomTableRow, areTableRowPropsEqual as any) as <
+	TData,
+	TItemKey = string,
+>(
+	props: VirtuosoTableRowProps<TData, TItemKey>,
+) => JSX.Element;

frontend/src/components/TanStackTableView/TanStackRow.tsx

@@ -8,23 +8,23 @@ import { TableRowContext } from './types';
 
 import tableStyles from './TanStackTable.module.scss';
 
-type TanStackRowCellsProps<TData> = {
+type TanStackRowCellsProps<TData, TItemKey = string> = {
 	row: TanStackRowModel<TData>;
-	context: TableRowContext<TData> | undefined;
+	context: TableRowContext<TData, TItemKey> | undefined;
 	itemKind: 'row' | 'expansion';
 	hasSingleColumn: boolean;
 	columnOrderKey: string;
 	columnVisibilityKey: string;
 };
 
-function TanStackRowCellsInner<TData>({
+function TanStackRowCellsInner<TData, TItemKey = string>({
 	row,
 	context,
 	itemKind,
 	hasSingleColumn,
 	columnOrderKey: _columnOrderKey,
 	columnVisibilityKey: _columnVisibilityKey,
-}: TanStackRowCellsProps<TData>): JSX.Element {
+}: TanStackRowCellsProps<TData, TItemKey>): JSX.Element {
 	const hasHovered = useIsRowHovered(row.id);
 	const rowData = row.original;
 	const visibleCells = row.getVisibleCells();
@@ -40,8 +40,10 @@ function TanStackRowCellsInner<TData>({
 
 	const handleClick = useCallback(
 		(event: MouseEvent<HTMLTableCellElement>) => {
+			// Fall back to an empty key so row clicks still fire for consumers
+			// that don't provide getRowKey (e.g. Logs Explorer / Live Logs).
 			const keyData = getRowKeyData?.(rowIndex);
-			const itemKey = keyData?.itemKey ?? '';
+			const itemKey = keyData?.itemKey ?? ('' as TItemKey);
 
 			// Handle ctrl+click or cmd+click (open in new tab)
 			if ((event.ctrlKey || event.metaKey) && onRowClickNewTab) {
@@ -131,6 +133,8 @@ function areRowCellsPropsEqual<TData>(
 const TanStackRowCells = memo(
 	TanStackRowCellsInner,
 	areRowCellsPropsEqual as any,
-) as <T>(props: TanStackRowCellsProps<T>) => JSX.Element;
+) as <T, TItemKey = string>(
+	props: TanStackRowCellsProps<T, TItemKey>,
+) => JSX.Element;
 
 export default TanStackRowCells;

frontend/src/components/TanStackTableView/TanStackTable.tsx

@@ -67,7 +67,7 @@ const INCREASE_VIEWPORT_BY = { top: 500, bottom: 500 };
 const noopColumnVisibility = (): void => {};
 
 // eslint-disable-next-line sonarjs/cognitive-complexity
-function TanStackTableInner<TData>(
+function TanStackTableInner<TData, TItemKey = string>(
 	{
 		data,
 		columns,
@@ -107,7 +107,7 @@ function TanStackTableInner<TData>(
 		suffixPaginationContent,
 		enableAlternatingRowColors,
 		disableVirtualScroll,
-	}: TanStackTableProps<TData>,
+	}: TanStackTableProps<TData, TItemKey>,
 	forwardedRef: React.ForwardedRef<TanStackTableHandle>,
 ): JSX.Element {
 	if (disableVirtualScroll && onEndReached) {
@@ -193,7 +193,7 @@ function TanStackTableInner<TData>(
 		skeletonRowCount,
 	});
 
-	const { rowKeyData, getRowKeyData } = useRowKeyData({
+	const { rowKeyData, getRowKeyData } = useRowKeyData<TData, TItemKey>({
 		data: effectiveData,
 		isLoading,
 		getRowKey,
@@ -229,7 +229,7 @@ function TanStackTableInner<TData>(
 	const tanstackColumns = useMemo<ColumnDef<TData>[]>(
 		() =>
 			effectiveColumns.map((colDef) =>
-				buildTanstackColumnDef(colDef, isRowActive, getRowKeyData),
+				buildTanstackColumnDef<TData, TItemKey>(colDef, isRowActive, getRowKeyData),
 			),
 		[effectiveColumns, isRowActive, getRowKeyData],
 	);
@@ -356,7 +356,7 @@ function TanStackTableInner<TData>(
 		[effectiveVisibility, columnIds],
 	);
 
-	const virtuosoContext = useMemo<TableRowContext<TData>>(
+	const virtuosoContext = useMemo<TableRowContext<TData, TItemKey>>(
 		() => ({
 			getRowStyle,
 			getRowClassName,
@@ -520,13 +520,15 @@ function TanStackTableInner<TData>(
 	);
 
 	type VirtuosoTableComponentProps = ComponentProps<
-		NonNullable<TableComponents<FlatItem<TData>, TableRowContext<TData>>['Table']>
+		NonNullable<
+			TableComponents<FlatItem<TData>, TableRowContext<TData, TItemKey>>['Table']
+		>
 	>;
 
 	// Use refs in virtuosoComponents to keep the component reference stable during resize
 	// This prevents Virtuoso from re-rendering all rows when columns are resized
 	const virtuosoComponents = useMemo(
-		() => ({
+		(): TableComponents<FlatItem<TData>, TableRowContext<TData, TItemKey>> => ({
 			Table: ({ style, children }: VirtuosoTableComponentProps): JSX.Element => (
 				<table className={tableStyles.tanStackTable} style={style}>
 					<VirtuosoTableColGroup
@@ -582,7 +584,7 @@ function TanStackTableInner<TData>(
 							</table>
 						</div>
 					) : (
-						<TableVirtuoso<FlatItem<TData>, TableRowContext<TData>>
+						<TableVirtuoso<FlatItem<TData>, TableRowContext<TData, TItemKey>>
 							className={virtuosoClassName}
 							ref={virtuosoRef}
 							{...restTableScrollerProps}
@@ -660,8 +662,11 @@ function TanStackTableInner<TData>(
 	);
 }
 
-const TanStackTableForward = forwardRef(TanStackTableInner) as <TData>(
-	props: TanStackTableProps<TData> & {
+const TanStackTableForward = forwardRef(TanStackTableInner) as <
+	TData,
+	TItemKey = string,
+>(
+	props: TanStackTableProps<TData, TItemKey> & {
 		ref?: React.Ref<TanStackTableHandle>;
 	},
 ) => JSX.Element;

frontend/src/components/TanStackTableView/__tests__/TanStackRow.test.tsx

@@ -57,6 +57,39 @@ describe('TanStackRowCells', () => {
 	});
 
 	it('calls onRowClick when a cell is clicked', async () => {
+		const user = userEvent.setup();
+		const onRowClick = jest.fn();
+		const ctx: TableRowContext<Row> = {
+			colCount: 1,
+			onRowClick,
+			getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
+			hasSingleColumn: false,
+			columnOrderKey: '',
+			columnVisibilityKey: '',
+		};
+		const row = buildMockRow([{ id: 'body' }]);
+		render(
+			<table>
+				<tbody>
+					<tr>
+						<TanStackRowCells<Row>
+							row={row as never}
+							context={ctx}
+							itemKind="row"
+							hasSingleColumn={false}
+							columnOrderKey=""
+							columnVisibilityKey=""
+						/>
+					</tr>
+				</tbody>
+			</table>,
+		);
+		await user.click(screen.getAllByRole('cell')[0]);
+		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
+	});
+
+	it('fires onRowClick with empty itemKey when getRowKeyData is not provided', async () => {
+		// Mirrors Logs Explorer / Live Logs, which set onRowClick but no getRowKey.
 		const user = userEvent.setup();
 		const onRowClick = jest.fn();
 		const ctx: TableRowContext<Row> = {
@@ -84,7 +117,6 @@ describe('TanStackRowCells', () => {
 			</table>,
 		);
 		await user.click(screen.getAllByRole('cell')[0]);
-		// onRowClick receives (rowData, itemKey) - itemKey is empty when getRowKeyData not provided
 		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, '');
 	});
 
@@ -97,6 +129,7 @@ describe('TanStackRowCells', () => {
 			onRowClick,
 			onRowDeactivate,
 			isRowActive: () => true,
+			getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 			hasSingleColumn: false,
 			columnOrderKey: '',
 			columnVisibilityKey: '',
@@ -194,6 +227,7 @@ describe('TanStackRowCells', () => {
 				colCount: 1,
 				onRowClick,
 				onRowClickNewTab,
+				getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 				hasSingleColumn: false,
 				columnOrderKey: '',
 				columnVisibilityKey: '',
@@ -216,7 +250,7 @@ describe('TanStackRowCells', () => {
 				</table>,
 			);
 			fireEvent.click(screen.getAllByRole('cell')[0], { ctrlKey: true });
-			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, '');
+			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
 			expect(onRowClick).not.toHaveBeenCalled();
 		});
 
@@ -227,6 +261,7 @@ describe('TanStackRowCells', () => {
 				colCount: 1,
 				onRowClick,
 				onRowClickNewTab,
+				getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 				hasSingleColumn: false,
 				columnOrderKey: '',
 				columnVisibilityKey: '',
@@ -249,7 +284,7 @@ describe('TanStackRowCells', () => {
 				</table>,
 			);
 			fireEvent.click(screen.getAllByRole('cell')[0], { metaKey: true });
-			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, '');
+			expect(onRowClickNewTab).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
 			expect(onRowClick).not.toHaveBeenCalled();
 		});
 
@@ -260,6 +295,7 @@ describe('TanStackRowCells', () => {
 				colCount: 1,
 				onRowClick,
 				onRowClickNewTab,
+				getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 				hasSingleColumn: false,
 				columnOrderKey: '',
 				columnVisibilityKey: '',

frontend/src/components/TanStackTableView/__tests__/TanStackTableView.test.tsx

@@ -614,6 +614,34 @@ describe('TanStackTableView Integration', () => {
 			);
 		});
 
+		it('calls onRowClick with object itemKey when getItemKey returns object', async () => {
+			type SelectionParams = { id: string; name: string };
+			const user = userEvent.setup();
+			const onRowClick = jest.fn<void, [unknown, SelectionParams]>();
+
+			renderTanStackTable<
+				(typeof import('./testUtils').defaultData)[0],
+				SelectionParams
+			>({
+				props: {
+					onRowClick,
+					getRowKey: (row) => row.id,
+					getItemKey: (row) => ({ id: row.id, name: row.name }),
+				},
+			});
+
+			await waitFor(() => {
+				expect(screen.getByText('Item 1')).toBeInTheDocument();
+			});
+
+			await user.click(screen.getByText('Item 1'));
+
+			expect(onRowClick).toHaveBeenCalledWith(
+				expect.objectContaining({ id: '1', name: 'Item 1' }),
+				{ id: '1', name: 'Item 1' },
+			);
+		});
+
 		it('applies active class when isRowActive returns true', async () => {
 			renderTanStackTable({
 				props: {

frontend/src/components/TanStackTableView/__tests__/testUtils.tsx

@@ -42,14 +42,14 @@ export const defaultData: TestRow[] = [
 	{ id: '3', name: 'Item 3', value: 300 },
 ];
 
-export type RenderTanStackTableOptions<T> = {
-	props?: Partial<TanStackTableProps<T>>;
+export type RenderTanStackTableOptions<T, TItemKey = string> = {
+	props?: Partial<TanStackTableProps<T, TItemKey>>;
 	queryParams?: Record<string, string>;
 	onUrlUpdate?: OnUrlUpdateFunction;
 };
 
-export function renderTanStackTable<T = TestRow>(
-	options: RenderTanStackTableOptions<T> = {},
+export function renderTanStackTable<T = TestRow, TItemKey = string>(
+	options: RenderTanStackTableOptions<T, TItemKey> = {},
 ): RenderResult {
 	const { props = {}, queryParams, onUrlUpdate } = options;
 
@@ -57,7 +57,7 @@ export function renderTanStackTable<T = TestRow>(
 		data: defaultData as unknown as T[],
 		columns: defaultColumns as unknown as TableColumnDef<T>[],
 		...props,
-	} as TanStackTableProps<T>;
+	} as TanStackTableProps<T, TItemKey>;
 
 	return render(
 		<NuqsTestingAdapter searchParams={queryParams} onUrlUpdate={onUrlUpdate}>
@@ -65,7 +65,7 @@ export function renderTanStackTable<T = TestRow>(
 				value={{ viewportHeight: 500, itemHeight: 50 }}
 			>
 				<TooltipProvider>
-					<TanStackTable<T> {...mergedProps} />
+					<TanStackTable<T, TItemKey> {...mergedProps} />
 				</TooltipProvider>
 			</VirtuosoMockContext.Provider>
 		</NuqsTestingAdapter>,

frontend/src/components/TanStackTableView/index.tsx

@@ -123,6 +123,22 @@ export * from './useTableParams';
  * />
  * ```
  *
+ * @example Object itemKey — use generic `TItemKey` when selection needs compound keys.
+ * ```tsx
+ * type SelectionParams = { id: string; cluster: string; namespace: string };
+ *
+ * <TanStackTable<Row, SelectionParams>
+ *   data={data}
+ *   columns={columns}
+ *   getRowKey={(row) => row.uid}
+ *   getItemKey={(row) => ({ id: row.name, cluster: row.cluster, namespace: row.namespace })}
+ *   onRowClick={(row, itemKey) => {
+ *     // itemKey is typed as SelectionParams
+ *     setSelection(itemKey);
+ *   }}
+ * />
+ * ```
+ *
  * @example Expandable rows. `renderExpandedRow` receives `(row, rowKey, groupMeta?)`.
  * ```tsx
  * <TanStackTable

frontend/src/components/TanStackTableView/types.ts

@@ -24,17 +24,15 @@ export type TableCellContext<TData, TValue> = {
 	isExpanded: boolean;
 	canExpand: boolean;
 	toggleExpanded: () => void;
-	/** Business/selection key for the row */
-	itemKey: string;
 	/** Group metadata when row is part of a grouped view */
 	groupMeta?: Record<string, string>;
 };
 
-export type RowKeyData = {
+export type RowKeyData<TItemKey = string> = {
 	/** Final unique key (with duplicate suffix if needed) */
 	finalKey: string;
 	/** Business/selection key */
-	itemKey: string;
+	itemKey: TItemKey;
 	/** Group metadata */
 	groupMeta?: Record<string, string>;
 };
@@ -82,14 +80,14 @@ export type FlatItem<TData> =
 	| { kind: 'row'; row: TanStackRowType<TData> }
 	| { kind: 'expansion'; row: TanStackRowType<TData> };
 
-export type TableRowContext<TData> = {
+export type TableRowContext<TData, TItemKey = string> = {
 	getRowStyle?: (row: TData) => CSSProperties;
 	getRowClassName?: (row: TData) => string;
 	isRowActive?: (row: TData) => boolean;
 	renderRowActions?: (row: TData) => ReactNode;
-	onRowClick?: (row: TData, itemKey: string) => void;
+	onRowClick?: (row: TData, itemKey: TItemKey) => void;
 	/** Called when ctrl+click or cmd+click on a row */
-	onRowClickNewTab?: (row: TData, itemKey: string) => void;
+	onRowClickNewTab?: (row: TData, itemKey: TItemKey) => void;
 	onRowDeactivate?: () => void;
 	renderExpandedRow?: (
 		row: TData,
@@ -97,7 +95,7 @@ export type TableRowContext<TData> = {
 		groupMeta?: Record<string, string>,
 	) => ReactNode;
 	/** Get key data for a row by index */
-	getRowKeyData?: (index: number) => RowKeyData | undefined;
+	getRowKeyData?: (index: number) => RowKeyData<TItemKey> | undefined;
 	colCount: number;
 	isDarkMode?: boolean;
 	/** When set, primitive cell output (string/number/boolean) is wrapped with typography + line-clamp (see `plainTextCellLineClamp` on the table). */
@@ -147,7 +145,7 @@ export type TanstackTableQueryParamsConfig = {
 	expanded?: string;
 };
 
-export type TanStackTableProps<TData> = {
+export type TanStackTableProps<TData, TItemKey = string> = {
 	data: TData[];
 	columns: TableColumnDef<TData>[];
 	/** Storage key for column state persistence (visibility, sizing, ordering). When set, enables unified column management. */
@@ -172,7 +170,7 @@ export type TanStackTableProps<TData> = {
 	 * When set, enables automatic duplicate key detection and group-aware key composition. */
 	getRowKey?: (row: TData) => string;
 	/** Function to get the business/selection key. Defaults to getRowKey result. */
-	getItemKey?: (row: TData) => string;
+	getItemKey?: (row: TData) => TItemKey;
 	/** When set, enables group-aware key generation (prefixes rowKey with group values). */
 	groupBy?: Array<{ key: string }>;
 	/** Extract group metadata from a row. Required when groupBy is set. */
@@ -181,9 +179,9 @@ export type TanStackTableProps<TData> = {
 	getRowClassName?: (row: TData) => string;
 	isRowActive?: (row: TData) => boolean;
 	renderRowActions?: (row: TData) => ReactNode;
-	onRowClick?: (row: TData, itemKey: string) => void;
+	onRowClick?: (row: TData, itemKey: TItemKey) => void;
 	/** Called when ctrl+click or cmd+click on a row */
-	onRowClickNewTab?: (row: TData, itemKey: string) => void;
+	onRowClickNewTab?: (row: TData, itemKey: TItemKey) => void;
 	onRowDeactivate?: () => void;
 	activeRowIndex?: number;
 	renderExpandedRow?: (

frontend/src/components/TanStackTableView/useRowKeyData.ts

@@ -1,51 +1,51 @@
 import { useCallback, useMemo } from 'react';
 
-export interface RowKeyDataItem {
+export interface RowKeyDataItem<TItemKey = string> {
 	/** Final unique key for the row (with dedup suffix if needed) */
 	finalKey: string;
 	/** Item key for tracking (may differ from finalKey) */
-	itemKey: string;
+	itemKey: TItemKey;
 	/** Group metadata when grouped */
 	groupMeta: Record<string, string> | undefined;
 }
 
-export interface UseRowKeyDataOptions<TData> {
+export interface UseRowKeyDataOptions<TData, TItemKey = string> {
 	data: TData[];
 	isLoading: boolean;
 	getRowKey?: (item: TData) => string;
-	getItemKey?: (item: TData) => string;
+	getItemKey?: (item: TData) => TItemKey;
 	groupBy?: Array<{ key: string }>;
 	getGroupKey?: (item: TData) => Record<string, string>;
 }
 
-export interface UseRowKeyDataResult {
+export interface UseRowKeyDataResult<TItemKey = string> {
 	/** Array of key data for each row, undefined if getRowKey not provided or loading */
-	rowKeyData: RowKeyDataItem[] | undefined;
-	getRowKeyData: (index: number) => RowKeyDataItem | undefined;
+	rowKeyData: RowKeyDataItem<TItemKey>[] | undefined;
+	getRowKeyData: (index: number) => RowKeyDataItem<TItemKey> | undefined;
 }
 
 /**
  * Computes unique row keys with duplicate handling and group prefixes.
  */
-export function useRowKeyData<TData>({
+export function useRowKeyData<TData, TItemKey = string>({
 	data,
 	isLoading,
 	getRowKey,
 	getItemKey,
 	groupBy,
 	getGroupKey,
-}: UseRowKeyDataOptions<TData>): UseRowKeyDataResult {
+}: UseRowKeyDataOptions<TData, TItemKey>): UseRowKeyDataResult<TItemKey> {
 	// eslint-disable-next-line sonarjs/cognitive-complexity
-	const rowKeyData = useMemo((): RowKeyDataItem[] | undefined => {
+	const rowKeyData = useMemo((): RowKeyDataItem<TItemKey>[] | undefined => {
 		if (!getRowKey || isLoading) {
 			return undefined;
 		}
 
 		const keyCount = new Map<string, number>();
 
-		return data.map((item, index): RowKeyDataItem => {
+		return data.map((item, index): RowKeyDataItem<TItemKey> => {
 			const itemIdentifier = getRowKey(item);
-			const itemKey = getItemKey?.(item) ?? itemIdentifier;
+			const itemKey = getItemKey?.(item) ?? (itemIdentifier as TItemKey);
 			const groupMeta = groupBy?.length ? getGroupKey?.(item) : undefined;
 
 			// Build rowKey with group prefix when grouped

frontend/src/components/TanStackTableView/utils.ts

@@ -86,10 +86,10 @@ const buildAccessorFn = <TData>(
 	};
 };
 
-export function buildTanstackColumnDef<TData>(
+export function buildTanstackColumnDef<TData, TItemKey = string>(
 	colDef: TableColumnDef<TData>,
 	isRowActive?: (row: TData) => boolean,
-	getRowKeyData?: (index: number) => RowKeyData | undefined,
+	getRowKeyData?: (index: number) => RowKeyData<TItemKey> | undefined,
 ): ColumnDef<TData> {
 	const isFixed = colDef.width?.fixed != null;
 	const headerFn =
@@ -140,7 +140,6 @@ export function buildTanstackColumnDef<TData>(
 				toggleExpanded: (): void => {
 					row.toggleExpanded();
 				},
-				itemKey: keyData?.itemKey ?? '',
 				groupMeta: keyData?.groupMeta,
 			});
 		},

frontend/src/constants/query.ts

@@ -57,4 +57,7 @@ export enum QueryParams {
 	isTestAlert = 'isTestAlert',
 	yAxisUnit = 'yAxisUnit',
 	ruleName = 'ruleName',
+	matchType = 'matchType',
+	compareOp = 'compareOp',
+	evaluationWindowPreset = 'evaluationWindowPreset',
 }

frontend/src/constants/queryCacheTime.ts

@@ -1,3 +1,5 @@
 export const DASHBOARD_CACHE_TIME = 30_000;
 // keep it low or zero, otherwise, when enabled auto-refresh, this causes OOM due to accumulated queries in cache
 export const DASHBOARD_CACHE_TIME_ON_REFRESH_ENABLED = 0;
+
+export const FIELD_API_CACHE_TIME = 60_000;

frontend/src/container/CreateAlertV2/context/__tests__/CreateAlertProvider.prefill.test.tsx

@@ -0,0 +1,110 @@
+import { QueryClient, QueryClientProvider } from 'react-query';
+import { MemoryRouter } from 'react-router-dom';
+import { render, screen } from '@testing-library/react';
+import { AlertTypes } from 'types/api/alerts/alertTypes';
+
+import { CreateAlertProvider, useCreateAlertState } from '../index';
+
+// The provider only needs a query with a unit + empty builder for these assertions.
+jest.mock('hooks/queryBuilder/useQueryBuilder', () => ({
+	useQueryBuilder: (): unknown => ({
+		currentQuery: {
+			unit: 'bytes',
+			builder: { queryData: [], queryFormulas: [] },
+		},
+		redirectWithQueryBuilderData: jest.fn(),
+	}),
+}));
+
+const mutation = { mutate: jest.fn(), isLoading: false };
+jest.mock('api/generated/services/rules', () => ({
+	useCreateRule: (): unknown => mutation,
+	useTestRule: (): unknown => mutation,
+	useUpdateRuleByID: (): unknown => mutation,
+}));
+
+function Probe(): JSX.Element {
+	const { thresholdState, evaluationWindow } = useCreateAlertState();
+	return (
+		<div>
+			<span data-testid="match-type">{thresholdState.matchType}</span>
+			<span data-testid="operator">{thresholdState.operator}</span>
+			<span data-testid="threshold-count">{thresholdState.thresholds.length}</span>
+			<span data-testid="threshold-value">
+				{thresholdState.thresholds[0]?.thresholdValue}
+			</span>
+			<span data-testid="window-type">{evaluationWindow.windowType}</span>
+		</div>
+	);
+}
+
+function renderWithSearch(search: string): void {
+	const queryClient = new QueryClient({
+		defaultOptions: { queries: { retry: false } },
+	});
+	render(
+		<MemoryRouter initialEntries={[`/alerts/new${search}`]}>
+			<QueryClientProvider client={queryClient}>
+				<CreateAlertProvider initialAlertType={AlertTypes.METRICS_BASED_ALERT}>
+					<Probe />
+				</CreateAlertProvider>
+			</QueryClientProvider>
+		</MemoryRouter>,
+	);
+}
+
+function serializeThreshold(thresholdValue: number): string {
+	return encodeURIComponent(
+		JSON.stringify([
+			{
+				id: 't1',
+				label: 'critical',
+				thresholdValue,
+				recoveryThresholdValue: null,
+				unit: 'bytes',
+				channels: [],
+				color: '#F1575F',
+			},
+		]),
+	);
+}
+
+describe('CreateAlertProvider — URL-declared prefill (issue #5291)', () => {
+	it('applies matchType, operator, and thresholds without the meter window', () => {
+		// Dashboard-style prefill: no evaluationWindowPreset → default window.
+		renderWithSearch(
+			`?matchType=on_average&compareOp=below&thresholds=${serializeThreshold(90)}`,
+		);
+
+		expect(screen.getByTestId('match-type')).toHaveTextContent('on_average');
+		expect(screen.getByTestId('operator')).toHaveTextContent('below');
+		expect(screen.getByTestId('threshold-count')).toHaveTextContent('1');
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('90');
+		// The meter evaluation-window preset must NOT fire.
+		expect(screen.getByTestId('window-type')).toHaveTextContent('rolling');
+	});
+
+	it('adjusts only the occurrence type when no thresholds are supplied', () => {
+		renderWithSearch(`?matchType=in_total`);
+
+		expect(screen.getByTestId('match-type')).toHaveTextContent('in_total');
+		// The default single critical threshold and operator are retained.
+		expect(screen.getByTestId('threshold-count')).toHaveTextContent('1');
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('0');
+		expect(screen.getByTestId('operator')).toHaveTextContent('above');
+		expect(screen.getByTestId('window-type')).toHaveTextContent('rolling');
+	});
+
+	it('applies the meter evaluation window when the preset is declared', () => {
+		// Ingestion-style prefill: explicit in_total + meter preset.
+		renderWithSearch(
+			`?matchType=in_total&evaluationWindowPreset=meter&thresholds=${serializeThreshold(
+				500,
+			)}`,
+		);
+
+		expect(screen.getByTestId('match-type')).toHaveTextContent('in_total');
+		expect(screen.getByTestId('threshold-value')).toHaveTextContent('500');
+		expect(screen.getByTestId('window-type')).toHaveTextContent('cumulative');
+	});
+});

frontend/src/container/CreateAlertV2/context/__tests__/resolveUrlAlertPrefill.test.ts

@@ -0,0 +1,71 @@
+import { AlertThresholdMatchType, AlertThresholdOperator } from '../types';
+import {
+	EvaluationWindowPreset,
+	resolveUrlAlertPrefill,
+} from '../resolveUrlAlertPrefill';
+
+function resolve(search: string): ReturnType<typeof resolveUrlAlertPrefill> {
+	return resolveUrlAlertPrefill(new URLSearchParams(search));
+}
+
+describe('resolveUrlAlertPrefill', () => {
+	it('returns an empty plan when no params are present', () => {
+		expect(resolve('')).toStrictEqual({
+			thresholds: undefined,
+			matchType: undefined,
+			operator: undefined,
+			evaluationWindowPreset: undefined,
+		});
+	});
+
+	it('parses a thresholds array', () => {
+		const thresholds = [{ id: 't1', thresholdValue: 90 }];
+		const { thresholds: parsed } = resolve(
+			`thresholds=${encodeURIComponent(JSON.stringify(thresholds))}`,
+		);
+		expect(parsed).toStrictEqual(thresholds);
+	});
+
+	it('ignores malformed or non-array thresholds without throwing', () => {
+		const consoleError = jest
+			.spyOn(console, 'error')
+			.mockImplementation(() => undefined);
+
+		expect(resolve('thresholds=not-json').thresholds).toBeUndefined();
+		expect(
+			resolve(`thresholds=${encodeURIComponent('{"a":1}')}`).thresholds,
+		).toBeUndefined();
+
+		consoleError.mockRestore();
+	});
+
+	it('normalizes matchType aliases', () => {
+		expect(resolve('matchType=on_average').matchType).toBe(
+			AlertThresholdMatchType.ON_AVERAGE,
+		);
+		expect(resolve('matchType=sum').matchType).toBe(
+			AlertThresholdMatchType.IN_TOTAL,
+		);
+		expect(resolve('matchType=nonsense').matchType).toBeUndefined();
+	});
+
+	it('normalizes operator aliases', () => {
+		expect(resolve('compareOp=above').operator).toBe(
+			AlertThresholdOperator.IS_ABOVE,
+		);
+		expect(resolve('compareOp=%3E').operator).toBe(
+			AlertThresholdOperator.IS_ABOVE,
+		);
+		expect(resolve('compareOp=nonsense').operator).toBeUndefined();
+	});
+
+	it('recognizes the meter evaluation-window preset only', () => {
+		expect(resolve('evaluationWindowPreset=meter').evaluationWindowPreset).toBe(
+			EvaluationWindowPreset.METER,
+		);
+		expect(
+			resolve('evaluationWindowPreset=rolling').evaluationWindowPreset,
+		).toBeUndefined();
+		expect(resolve('').evaluationWindowPreset).toBeUndefined();
+	});
+});

frontend/src/container/CreateAlertV2/context/conditionNormalizers.ts

@@ -0,0 +1,63 @@
+import { AlertThresholdMatchType, AlertThresholdOperator } from './types';
+
+// Mirrors the backend's CompareOperator.Normalize() in
+// pkg/types/ruletypes/compare.go. Maps any accepted alias to the enum value
+// the dropdown understands. Returns undefined for aliases the UI does not
+// expose (e.g. above_or_equal, below_or_equal) so callers can keep the raw
+// value on screen instead of silently rewriting it.
+export function normalizeOperator(
+	raw: string | undefined,
+): AlertThresholdOperator | undefined {
+	switch (raw) {
+		case '1':
+		case 'above':
+		case '>':
+			return AlertThresholdOperator.IS_ABOVE;
+		case '2':
+		case 'below':
+		case '<':
+			return AlertThresholdOperator.IS_BELOW;
+		case '3':
+		case 'equal':
+		case 'eq':
+		case '=':
+			return AlertThresholdOperator.IS_EQUAL_TO;
+		case '4':
+		case 'not_equal':
+		case 'not_eq':
+		case '!=':
+			return AlertThresholdOperator.IS_NOT_EQUAL_TO;
+		case '7':
+		case 'outside_bounds':
+			return AlertThresholdOperator.ABOVE_BELOW;
+		default:
+			return undefined;
+	}
+}
+
+// Mirrors the backend's MatchType.Normalize() in pkg/types/ruletypes/match.go.
+export function normalizeMatchType(
+	raw: string | undefined,
+): AlertThresholdMatchType | undefined {
+	switch (raw) {
+		case '1':
+		case 'at_least_once':
+			return AlertThresholdMatchType.AT_LEAST_ONCE;
+		case '2':
+		case 'all_the_times':
+			return AlertThresholdMatchType.ALL_THE_TIME;
+		case '3':
+		case 'on_average':
+		case 'avg':
+			return AlertThresholdMatchType.ON_AVERAGE;
+		case '4':
+		case 'in_total':
+		case 'sum':
+			return AlertThresholdMatchType.IN_TOTAL;
+		case '5':
+		case 'last':
+			return AlertThresholdMatchType.LAST;
+		default:
+			return undefined;
+	}
+}

frontend/src/container/CreateAlertV2/context/index.tsx

@@ -23,10 +23,13 @@ import { mapQueryDataFromApi } from 'lib/newQueryBuilder/queryBuilderMappers/map
 import { AlertTypes } from 'types/api/alerts/alertTypes';
 
 import { INITIAL_CREATE_ALERT_STATE } from './constants';
+import {
+	EvaluationWindowPreset,
+	resolveUrlAlertPrefill,
+} from './resolveUrlAlertPrefill';
 import {
 	AdvancedOptionsAction,
 	AlertThresholdAction,
-	AlertThresholdMatchType,
 	CreateAlertAction,
 	CreateAlertSlice,
 	EvaluationWindowAction,
@@ -123,9 +126,13 @@ export function CreateAlertProvider(
 
 	const location = useLocation();
 	const queryParams = new URLSearchParams(location.search);
-	const thresholdsFromURL = queryParams.get(QueryParams.thresholds);
 	const ruleNameFromURL = queryParams.get(QueryParams.ruleName);
 	const yAxisUnitFromURL = queryParams.get(QueryParams.yAxisUnit);
+	// Prefill declared in the URL; applied verbatim, agnostic of the producer.
+	const urlPrefill = useMemo(
+		() => resolveUrlAlertPrefill(new URLSearchParams(location.search)),
+		[location.search],
+	);
 
 	const [alertType, setAlertType] = useState<AlertTypes>(() => {
 		if (isEditMode) {
@@ -168,32 +175,41 @@ export function CreateAlertProvider(
 			},
 		});
 
-		if (thresholdsFromURL) {
-			try {
-				const thresholds = JSON.parse(thresholdsFromURL);
-				setCreateAlertState({
-					slice: CreateAlertSlice.THRESHOLD,
-					action: {
-						type: 'SET_THRESHOLDS',
-						payload: thresholds,
-					},
-				});
-			} catch (error) {
-				console.error('Error parsing thresholds from URL:', error);
-			}
-
+		if (urlPrefill.thresholds) {
 			setCreateAlertState({
-				slice: CreateAlertSlice.EVALUATION_WINDOW,
+				slice: CreateAlertSlice.THRESHOLD,
 				action: {
-					type: 'SET_INITIAL_STATE_FOR_METER',
+					type: 'SET_THRESHOLDS',
+					payload: urlPrefill.thresholds,
 				},
 			});
+		}
 
+		if (urlPrefill.matchType) {
 			setCreateAlertState({
 				slice: CreateAlertSlice.THRESHOLD,
 				action: {
 					type: 'SET_MATCH_TYPE',
-					payload: AlertThresholdMatchType.IN_TOTAL,
+					payload: urlPrefill.matchType,
+				},
+			});
+		}
+
+		if (urlPrefill.operator) {
+			setCreateAlertState({
+				slice: CreateAlertSlice.THRESHOLD,
+				action: {
+					type: 'SET_OPERATOR',
+					payload: urlPrefill.operator,
+				},
+			});
+		}
+
+		if (urlPrefill.evaluationWindowPreset === EvaluationWindowPreset.METER) {
+			setCreateAlertState({
+				slice: CreateAlertSlice.EVALUATION_WINDOW,
+				action: {
+					type: 'SET_INITIAL_STATE_FOR_METER',
 				},
 			});
 		}
@@ -219,7 +235,7 @@ export function CreateAlertProvider(
 				},
 			});
 		}
-	}, [alertType, thresholdsFromURL, ruleNameFromURL, yAxisUnitFromURL]);
+	}, [alertType, urlPrefill, ruleNameFromURL, yAxisUnitFromURL]);
 
 	useEffect(() => {
 		if (isEditMode && initialAlertState) {

frontend/src/container/CreateAlertV2/context/resolveUrlAlertPrefill.ts

@@ -0,0 +1,54 @@
+import { QueryParams } from 'constants/query';
+
+import { normalizeMatchType, normalizeOperator } from './conditionNormalizers';
+import {
+	AlertThresholdMatchType,
+	AlertThresholdOperator,
+	Threshold,
+} from './types';
+
+export enum EvaluationWindowPreset {
+	METER = 'meter',
+}
+
+export interface ResolvedAlertPrefill {
+	thresholds?: Threshold[];
+	matchType?: AlertThresholdMatchType;
+	operator?: AlertThresholdOperator;
+	evaluationWindowPreset?: EvaluationWindowPreset;
+}
+
+function parseThresholds(raw: string | null): Threshold[] | undefined {
+	if (!raw) {
+		return undefined;
+	}
+	try {
+		const parsed = JSON.parse(raw);
+		return Array.isArray(parsed) ? (parsed as Threshold[]) : undefined;
+	} catch (error) {
+		console.error('Error parsing thresholds from URL:', error);
+		return undefined;
+	}
+}
+
+function parseEvaluationWindowPreset(
+	raw: string | null,
+): EvaluationWindowPreset | undefined {
+	return raw === EvaluationWindowPreset.METER
+		? EvaluationWindowPreset.METER
+		: undefined;
+}
+
+/** URL → declarative prefill plan; the consumer applies it without knowing the producer. */
+export function resolveUrlAlertPrefill(
+	params: URLSearchParams,
+): ResolvedAlertPrefill {
+	return {
+		thresholds: parseThresholds(params.get(QueryParams.thresholds)),
+		matchType: normalizeMatchType(params.get(QueryParams.matchType) ?? undefined),
+		operator: normalizeOperator(params.get(QueryParams.compareOp) ?? undefined),
+		evaluationWindowPreset: parseEvaluationWindowPreset(
+			params.get(QueryParams.evaluationWindowPreset),
+		),
+	};
+}

frontend/src/container/CreateAlertV2/utils.tsx

@@ -238,67 +238,12 @@ export function getAdvancedOptionsStateFromAlertDef(
 	};
 }
 
-// Mirrors the backend's CompareOperator.Normalize() in
-// pkg/types/ruletypes/compare.go. Maps any accepted alias to the enum value
-// the dropdown understands. Returns undefined for aliases the UI does not
-// expose (e.g. above_or_equal, below_or_equal) so callers can keep the raw
-// value on screen instead of silently rewriting it.
-export function normalizeOperator(
-	raw: string | undefined,
-): AlertThresholdOperator | undefined {
-	switch (raw) {
-		case '1':
-		case 'above':
-		case '>':
-			return AlertThresholdOperator.IS_ABOVE;
-		case '2':
-		case 'below':
-		case '<':
-			return AlertThresholdOperator.IS_BELOW;
-		case '3':
-		case 'equal':
-		case 'eq':
-		case '=':
-			return AlertThresholdOperator.IS_EQUAL_TO;
-		case '4':
-		case 'not_equal':
-		case 'not_eq':
-		case '!=':
-			return AlertThresholdOperator.IS_NOT_EQUAL_TO;
-		case '7':
-		case 'outside_bounds':
-			return AlertThresholdOperator.ABOVE_BELOW;
-		default:
-			return undefined;
-	}
-}
-
-// Mirrors the backend's MatchType.Normalize() in pkg/types/ruletypes/match.go.
-export function normalizeMatchType(
-	raw: string | undefined,
-): AlertThresholdMatchType | undefined {
-	switch (raw) {
-		case '1':
-		case 'at_least_once':
-			return AlertThresholdMatchType.AT_LEAST_ONCE;
-		case '2':
-		case 'all_the_times':
-			return AlertThresholdMatchType.ALL_THE_TIME;
-		case '3':
-		case 'on_average':
-		case 'avg':
-			return AlertThresholdMatchType.ON_AVERAGE;
-		case '4':
-		case 'in_total':
-		case 'sum':
-			return AlertThresholdMatchType.IN_TOTAL;
-		case '5':
-		case 'last':
-			return AlertThresholdMatchType.LAST;
-		default:
-			return undefined;
-	}
-}
+// Condition-alias normalizers live in a leaf module (they depend only on the
+// enums) so `context/index` can consume them without an index↔utils cycle.
+export {
+	normalizeOperator,
+	normalizeMatchType,
+} from './context/conditionNormalizers';
 
 export function getThresholdStateFromAlertDef(
 	alertDef: PostableAlertRuleV2,

frontend/src/container/ExplorerOptions/ExplorerOptions.tsx

@@ -53,6 +53,7 @@ import {
 	defaultTraceSelectedColumns,
 } from 'container/OptionsMenu/constants';
 import { OptionsQuery } from 'container/OptionsMenu/types';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
 import { useGetSearchQueryParam } from 'hooks/queryBuilder/useGetSearchQueryParam';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useGetAllViews } from 'hooks/saveViews/useGetAllViews';
@@ -66,7 +67,6 @@ import { mapCompositeQueryFromQuery } from 'lib/newQueryBuilder/queryBuilderMapp
 import { cloneDeep, isEqual, omit } from 'lodash-es';
 import { useAppContext } from 'providers/App/App';
 import { FormattingOptions } from 'providers/preferences/types';
-import { Dashboard } from 'types/api/dashboard/getAll';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 import { ViewProps } from 'types/api/saveViews/types';
 import { DataSource, StringOperators } from 'types/common/queryBuilder';
@@ -1031,26 +1031,19 @@ function ExplorerOptions({
 					/>
 				</div>
 			</Modal>
-			<Modal
-				footer={null}
-				onOk={onCancel(false)}
-				onCancel={onCancel(false)}
+			<ExportPanelContainer
 				open={isExport}
-				centered
-				destroyOnClose
-			>
-				<ExportPanelContainer
-					query={isOneChartPerQuery ? queryToExport : query}
-					isLoading={isLoading}
-					onExport={(dashboard, isNewDashboard): void => {
-						if (isOneChartPerQuery && queryToExport) {
-							onExport(dashboard, isNewDashboard, queryToExport);
-						} else {
-							onExport(dashboard, isNewDashboard);
-						}
-					}}
-				/>
-			</Modal>
+				onClose={onCancel(false)}
+				query={isOneChartPerQuery ? queryToExport : query}
+				isLoading={isLoading}
+				onExport={(dashboard, isNewDashboard): void => {
+					if (isOneChartPerQuery && queryToExport) {
+						onExport(dashboard, isNewDashboard, queryToExport);
+					} else {
+						onExport(dashboard, isNewDashboard);
+					}
+				}}
+			/>
 		</div>
 	);
 }
@@ -1058,7 +1051,7 @@ function ExplorerOptions({
 export interface ExplorerOptionsProps {
 	isLoading?: boolean;
 	onExport: (
-		dashboard: Dashboard | null,
+		dashboard: ExportDashboard | null,
 		isNewDashboard?: boolean,
 		queryToExport?: Query,
 	) => void;

frontend/src/container/ExplorerOptions/__tests__/ExplorerOptionWrapper.test.tsx

@@ -1,6 +1,7 @@
 import { useHistory } from 'react-router-dom';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import { MOCK_QUERY } from 'container/QueryTable/Drilldown/__tests__/mockTableData';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
 import { useUpdateDashboard } from 'hooks/dashboard/useUpdateDashboard';
 import { rest, server } from 'mocks-server/server';
 import { render, screen, userEvent, waitFor } from 'tests/test-utils';
@@ -80,7 +81,7 @@ const renderExplorerOptionWrapper = (
 		isLoading: false,
 		onExport: jest.fn() as jest.MockedFunction<
 			(
-				dashboard: Dashboard | null,
+				dashboard: ExportDashboard | null,
 				isNewDashboard?: boolean,
 				queryToExport?: Query,
 			) => void
@@ -150,7 +151,7 @@ describe('ExplorerOptionWrapper', () => {
 			const user = userEvent.setup({ pointerEventsCheck: 0 });
 			const testOnExport = jest.fn() as jest.MockedFunction<
 				(
-					dashboard: Dashboard | null,
+					dashboard: ExportDashboard | null,
 					isNewDashboard?: boolean,
 					queryToExport?: Query,
 				) => void
@@ -179,15 +180,16 @@ describe('ExplorerOptionWrapper', () => {
 				expect(screen.getByRole('dialog')).toBeInTheDocument();
 			});
 
-			// Click the "New Dashboard" button
-			const newDashboardButton = screen.getByRole('button', {
-				name: /new dashboard/i,
-			});
+			// Click the "New dashboard" button
+			const newDashboardButton = screen.getByTestId('export-panel-new-dashboard');
 			await user.click(newDashboardButton);
 
 			// Wait for the API call to complete and onExport to be called
 			await waitFor(() => {
-				expect(testOnExport).toHaveBeenCalledWith(mockNewDashboard, true);
+				expect(testOnExport).toHaveBeenCalledWith(
+					{ id: NEW_DASHBOARD_ID, title: TEST_DASHBOARD_TITLE },
+					true,
+				);
 			});
 		});
 
@@ -195,7 +197,7 @@ describe('ExplorerOptionWrapper', () => {
 			const user = userEvent.setup({ pointerEventsCheck: 0 });
 			const testOnExport = jest.fn() as jest.MockedFunction<
 				(
-					dashboard: Dashboard | null,
+					dashboard: ExportDashboard | null,
 					isNewDashboard?: boolean,
 					queryToExport?: Query,
 				) => void
@@ -229,13 +231,12 @@ describe('ExplorerOptionWrapper', () => {
 				expect(screen.getByRole('dialog')).toBeInTheDocument();
 			});
 
-			// Wait for dashboards to load and then click on the dashboard select dropdown
+			// Wait for the dashboard select dropdown to render inside the dialog
+			const modal = screen.getByRole('dialog');
 			await waitFor(() => {
-				expect(screen.getByText('Select Dashboard')).toBeInTheDocument();
+				expect(modal.querySelector('[role="combobox"]')).toBeTruthy();
 			});
 
-			// Get the modal and find the dashboard select dropdown within it
-			const modal = screen.getByRole('dialog');
 			const dashboardSelect = modal.querySelector(
 				'[role="combobox"]',
 			) as HTMLElement;
@@ -251,19 +252,21 @@ describe('ExplorerOptionWrapper', () => {
 			const dashboardOption = screen.getByText(mockDashboard1.data.title);
 			await user.click(dashboardOption);
 
-			// Wait for the selection to be made and the Export button to be enabled
+			// Wait for the selection to be made and the export button to be enabled
 			await waitFor(() => {
-				const exportButton = screen.getByRole('button', { name: /export/i });
-				expect(exportButton).not.toBeDisabled();
+				expect(screen.getByTestId('export-panel-export')).not.toBeDisabled();
 			});
 
-			// Click the Export button
-			const exportButton = screen.getByRole('button', { name: /export/i });
+			// Click the export button
+			const exportButton = screen.getByTestId('export-panel-export');
 			await user.click(exportButton);
 
 			// Wait for onExport to be called with the selected dashboard
 			await waitFor(() => {
-				expect(testOnExport).toHaveBeenCalledWith(mockDashboard1, false);
+				expect(testOnExport).toHaveBeenCalledWith(
+					{ id: 'dashboard-1', title: 'Dashboard 1' },
+					false,
+				);
 			});
 		});
 
@@ -284,7 +287,7 @@ describe('ExplorerOptionWrapper', () => {
 
 			// Create a real handleExport function similar to LogsExplorerViews
 			// This should NOT call useUpdateDashboard (as per PR #8029)
-			const handleExport = (dashboard: Dashboard | null): void => {
+			const handleExport = (dashboard: ExportDashboard | null): void => {
 				if (!dashboard) {
 					return;
 				}
@@ -326,13 +329,12 @@ describe('ExplorerOptionWrapper', () => {
 				expect(screen.getByRole('dialog')).toBeInTheDocument();
 			});
 
-			// Wait for dashboards to load and then click on the dashboard select dropdown
+			// Wait for the dashboard select dropdown to render inside the dialog
+			const modal = screen.getByRole('dialog');
 			await waitFor(() => {
-				expect(screen.getByText('Select Dashboard')).toBeInTheDocument();
+				expect(modal.querySelector('[role="combobox"]')).toBeTruthy();
 			});
 
-			// Get the modal and find the dashboard select dropdown within it
-			const modal = screen.getByRole('dialog');
 			const dashboardSelect = modal.querySelector(
 				'[role="combobox"]',
 			) as HTMLElement;
@@ -348,14 +350,13 @@ describe('ExplorerOptionWrapper', () => {
 			const dashboardOption = screen.getByText(mockDashboard.data.title);
 			await user.click(dashboardOption);
 
-			// Wait for the selection to be made and the Export button to be enabled
+			// Wait for the selection to be made and the export button to be enabled
 			await waitFor(() => {
-				const exportButton = screen.getByRole('button', { name: /export/i });
-				expect(exportButton).not.toBeDisabled();
+				expect(screen.getByTestId('export-panel-export')).not.toBeDisabled();
 			});
 
-			// Click the Export button
-			const exportButton = screen.getByRole('button', { name: /export/i });
+			// Click the export button
+			const exportButton = screen.getByTestId('export-panel-export');
 			await user.click(exportButton);
 
 			// Wait for the handleExport function to be called and navigation to occur
@@ -375,7 +376,7 @@ describe('ExplorerOptionWrapper', () => {
 		it('should not show export buttons when component is disabled', () => {
 			const testOnExport = jest.fn() as jest.MockedFunction<
 				(
-					dashboard: Dashboard | null,
+					dashboard: ExportDashboard | null,
 					isNewDashboard?: boolean,
 					queryToExport?: Query,
 				) => void

frontend/src/container/ExportPanel/ExportDashboardSelect.tsx

@@ -0,0 +1,74 @@
+import { useMemo } from 'react';
+// eslint-disable-next-line signoz/no-antd-components
+import { Select, SelectProps } from 'antd';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
+
+import { getSelectOptions } from './utils';
+import styles from './ExportPanel.module.scss';
+
+interface ExportDashboardSelectProps {
+	dashboards: ExportDashboard[];
+	value: string | null;
+	/** The picked dashboard, pinned as an option so its label survives a later search. */
+	selectedDashboard: ExportDashboard | null;
+	loading?: boolean;
+	disabled?: boolean;
+	onChange: (dashboardId: string) => void;
+	onSearch: (search: string) => void;
+}
+
+/**
+ * Dashboard picker for the "Add to dashboard" dialog. Server-side search (`filterOption`
+ * off, typing via `onSearch`); the selected dashboard is pinned as an option so its label
+ * survives a narrowing search, and `getPopupContainer` keeps the overlay from clipping the
+ * dropdown.
+ */
+function ExportDashboardSelect({
+	dashboards,
+	value,
+	selectedDashboard,
+	loading,
+	disabled,
+	onChange,
+	onSearch,
+}: ExportDashboardSelectProps): JSX.Element {
+	const options = useMemo<SelectProps['options']>(() => {
+		const base = getSelectOptions(dashboards) ?? [];
+		if (
+			selectedDashboard &&
+			!base.some((option) => option.value === selectedDashboard.id)
+		) {
+			return [
+				{ label: selectedDashboard.title, value: selectedDashboard.id },
+				...base,
+			];
+		}
+		return base;
+	}, [dashboards, selectedDashboard]);
+
+	return (
+		<Select
+			className={styles.dashboardSelect}
+			placeholder="Select a dashboard"
+			showSearch
+			filterOption={false}
+			loading={loading}
+			disabled={disabled}
+			value={value}
+			onChange={onChange}
+			onSearch={onSearch}
+			data-testid="export-dashboard-select"
+			options={options}
+			getPopupContainer={(trigger): HTMLElement =>
+				trigger.parentElement ?? document.body
+			}
+		/>
+	);
+}
+
+ExportDashboardSelect.defaultProps = {
+	loading: false,
+	disabled: false,
+};
+
+export default ExportDashboardSelect;

frontend/src/container/ExportPanel/ExportPanel.module.scss

@@ -0,0 +1,42 @@
+.body {
+	display: flex;
+	flex-direction: column;
+	gap: 20px;
+}
+
+.field {
+	display: flex;
+	flex-direction: column;
+	gap: 6px;
+}
+
+.label {
+	font-size: 12px;
+	color: var(--l2-foreground);
+}
+
+.dashboardSelect {
+	width: 100%;
+}
+
+.newDashboard {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+	gap: 12px;
+	padding-top: 16px;
+	border-top: 1px solid var(--l2-border);
+}
+
+.hint {
+	font-size: 13px;
+	color: var(--l2-foreground);
+}
+
+.footer {
+	display: flex;
+	align-items: center;
+	justify-content: flex-end;
+	gap: 8px;
+	width: 100%;
+}

frontend/src/container/ExportPanel/ExportPanelContainer.tsx

@@ -1,127 +1,159 @@
-import { useCallback, useMemo, useState } from 'react';
+import { useCallback, useEffect, useState } from 'react';
 import { useTranslation } from 'react-i18next';
-import { useMutation } from 'react-query';
-import { Button } from 'antd';
+import { Plus } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { DialogWrapper } from '@signozhq/ui/dialog';
 import { Typography } from '@signozhq/ui/typography';
-import createDashboard from 'api/v1/dashboards/create';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { useGetAllDashboard } from 'hooks/dashboard/useGetAllDashboard';
-import { useErrorModal } from 'providers/ErrorModalProvider';
-import APIError from 'types/api/error';
-
-import { ExportPanelProps } from '.';
+import { useCreateExportDashboard } from 'hooks/dashboard/useCreateExportDashboard';
 import {
-	DashboardSelect,
-	NewDashboardButton,
-	SelectWrapper,
-	Title,
-	Wrapper,
-} from './styles';
-import { filterOptions, getSelectOptions } from './utils';
+	ExportDashboard,
+	useExportDashboards,
+} from 'hooks/dashboard/useExportDashboards';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
+import ExportDashboardSelect from './ExportDashboardSelect';
+import styles from './ExportPanel.module.scss';
+
+export interface ExportPanelProps {
+	isLoading?: boolean;
+	onExport: (
+		dashboard: ExportDashboard | null,
+		isNewDashboard?: boolean,
+	) => void;
+	query: Query | null;
+	/** Controlled open state of the dialog. */
+	open: boolean;
+	/** Called when the dialog requests to close (Cancel / overlay / Esc). */
+	onClose: () => void;
+}
+
+/**
+ * "Add to dashboard" dialog: export the panel into an existing dashboard or a newly
+ * created one. Navigation is the caller's job via `onExport` (flag-aware V1/V2 editor).
+ */
 function ExportPanelContainer({
 	isLoading,
 	onExport,
+	open,
+	onClose,
 }: ExportPanelProps): JSX.Element {
 	const { t } = useTranslation(['dashboard']);
 
-	const [dashboardId, setDashboardId] = useState<string | null>(null);
+	// Track the object, not just the id, so export survives a search that narrows it out.
+	const [selectedDashboard, setSelectedDashboard] =
+		useState<ExportDashboard | null>(null);
+	const [searchText, setSearchText] = useState('');
 
 	const {
-		data,
+		dashboards,
 		isLoading: isAllDashboardsLoading,
-		refetch,
-	} = useGetAllDashboard();
+		isFetching: isDashboardsFetching,
+	} = useExportDashboards(searchText);
 
-	const { showErrorModal } = useErrorModal();
-
-	const { mutate: createNewDashboard, isLoading: createDashboardLoading } =
-		useMutation(createDashboard, {
-			onSuccess: (data) => {
-				if (data.data) {
-					onExport(data?.data, true);
-				}
-				refetch();
-			},
-			onError: (error) => {
-				showErrorModal(error as APIError);
-			},
+	const { create: createNewDashboard, isLoading: createDashboardLoading } =
+		useCreateExportDashboard({
+			title: t('new_dashboard_title', { ns: 'dashboard' }),
+			onCreated: (dashboard) => onExport(dashboard, true),
 		});
 
-	const options = useMemo(() => getSelectOptions(data?.data || []), [data]);
-
-	const handleExportClick = useCallback((): void => {
-		const currentSelectedDashboard = data?.data?.find(
-			({ id }) => id === dashboardId,
-		);
-
-		onExport(currentSelectedDashboard || null, false);
-	}, [data, dashboardId, onExport]);
+	// Reset on close so each open starts fresh (the dialog stays mounted).
+	useEffect(() => {
+		if (!open) {
+			setSelectedDashboard(null);
+			setSearchText('');
+		}
+	}, [open]);
 
 	const handleSelect = useCallback(
-		(selectedDashboardId: string): void => {
-			setDashboardId(selectedDashboardId);
+		(dashboardId: string): void => {
+			setSelectedDashboard(
+				dashboards.find(({ id }) => id === dashboardId) ?? null,
+			);
 		},
-		[setDashboardId],
+		[dashboards],
 	);
 
-	const handleNewDashboard = useCallback(async () => {
-		try {
-			await createNewDashboard({
-				title: t('new_dashboard_title', {
-					ns: 'dashboard',
-				}),
-				uploadedGrafana: false,
-				version: ENTITY_VERSION_V5,
-			});
-		} catch (error) {
-			showErrorModal(error as APIError);
-		}
-	}, [createNewDashboard, t, showErrorModal]);
+	const handleExportClick = useCallback((): void => {
+		onExport(selectedDashboard, false);
+	}, [selectedDashboard, onExport]);
 
-	const isDashboardLoading = isAllDashboardsLoading || createDashboardLoading;
-
-	const isDisabled =
-		isAllDashboardsLoading || !options?.length || !dashboardId || isLoading;
+	const isExportDisabled =
+		isAllDashboardsLoading || !selectedDashboard || isLoading;
 
 	return (
-		<Wrapper direction="vertical">
-			<Title>Export Panel</Title>
+		<DialogWrapper
+			open={open}
+			onOpenChange={(isOpen): void => {
+				if (!isOpen) {
+					onClose();
+				}
+			}}
+			title="Add to dashboard"
+			testId="export-panel-dialog"
+			footer={
+				<div className={styles.footer}>
+					<Button
+						variant="outlined"
+						color="secondary"
+						size="md"
+						onClick={onClose}
+						testId="export-panel-cancel"
+					>
+						Cancel
+					</Button>
+					<Button
+						color="primary"
+						size="md"
+						loading={isLoading}
+						disabled={isExportDisabled}
+						onClick={handleExportClick}
+						testId="export-panel-export"
+					>
+						Add to dashboard
+					</Button>
+				</div>
+			}
+		>
+			<div className={styles.body}>
+				<div className={styles.field}>
+					<Typography.Text className={styles.label}>
+						Select a dashboard
+					</Typography.Text>
+					<ExportDashboardSelect
+						dashboards={dashboards}
+						value={selectedDashboard?.id ?? null}
+						selectedDashboard={selectedDashboard}
+						loading={isDashboardsFetching}
+						disabled={isAllDashboardsLoading || createDashboardLoading}
+						onChange={handleSelect}
+						onSearch={setSearchText}
+					/>
+				</div>
 
-			<SelectWrapper direction="horizontal">
-				<DashboardSelect
-					placeholder="Select Dashboard"
-					options={options}
-					showSearch
-					loading={isDashboardLoading}
-					disabled={isDashboardLoading}
-					value={dashboardId}
-					onSelect={handleSelect}
-					filterOption={filterOptions}
-				/>
-				<Button
-					type="primary"
-					loading={isLoading}
-					disabled={isDisabled}
-					onClick={handleExportClick}
-				>
-					Export
-				</Button>
-			</SelectWrapper>
-
-			<Typography>
-				Or create dashboard with this panel -
-				<NewDashboardButton
-					disabled={createDashboardLoading}
-					loading={createDashboardLoading}
-					type="link"
-					onClick={handleNewDashboard}
-				>
-					New Dashboard
-				</NewDashboardButton>
-			</Typography>
-		</Wrapper>
+				<div className={styles.newDashboard}>
+					<Typography.Text className={styles.hint}>
+						Or create a new dashboard with this panel
+					</Typography.Text>
+					<Button
+						variant="outlined"
+						color="secondary"
+						size="md"
+						prefix={<Plus size={14} />}
+						loading={createDashboardLoading}
+						disabled={createDashboardLoading}
+						onClick={createNewDashboard}
+						testId="export-panel-new-dashboard"
+					>
+						New dashboard
+					</Button>
+				</div>
+			</div>
+		</DialogWrapper>
 	);
 }
 
+ExportPanelContainer.defaultProps = {
+	isLoading: false,
+};
+
 export default ExportPanelContainer;

frontend/src/container/ExportPanel/index.tsx

@@ -1,49 +0,0 @@
-import { useCallback, useState } from 'react';
-import { Modal } from 'antd';
-import { Dashboard } from 'types/api/dashboard/getAll';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
-
-import ExportPanelContainer from './ExportPanelContainer';
-
-function ExportPanel({
-	isLoading,
-	onExport,
-	query,
-}: ExportPanelProps): JSX.Element {
-	const [isExport, setIsExport] = useState<boolean>(false);
-
-	const onModalToggle = useCallback((value: boolean) => {
-		setIsExport(value);
-	}, []);
-
-	const onCancel = (value: boolean) => (): void => {
-		onModalToggle(value);
-	};
-
-	return (
-		<Modal
-			footer={null}
-			onOk={onCancel(false)}
-			onCancel={onCancel(false)}
-			open={isExport}
-			centered
-			destroyOnClose
-		>
-			<ExportPanelContainer
-				query={query}
-				isLoading={isLoading}
-				onExport={onExport}
-			/>
-		</Modal>
-	);
-}
-
-export interface ExportPanelProps {
-	isLoading?: boolean;
-	onExport: (dashboard: Dashboard | null, isNewDashboard?: boolean) => void;
-	query: Query | null;
-}
-
-ExportPanel.defaultProps = { isLoading: false };
-
-export default ExportPanel;

frontend/src/container/ExportPanel/styles.ts

@@ -1,34 +0,0 @@
-import { FunctionComponent } from 'react';
-import { Button, Select, SelectProps, Space } from 'antd';
-import { Typography } from '@signozhq/ui/typography';
-import styled from 'styled-components';
-
-export const DashboardSelect: FunctionComponent<SelectProps> = styled(
-	Select,
-)<SelectProps>`
-	width: 100%;
-`;
-
-export const SelectWrapper = styled(Space)`
-	width: 100%;
-	margin-bottom: 1rem;
-
-	.ant-space-item:first-child {
-		width: 100%;
-		max-width: 20rem;
-	}
-`;
-
-export const Wrapper = styled(Space)`
-	width: 100%;
-`;
-
-export const NewDashboardButton = styled(Button)`
-	&&& {
-		padding: 0 0.125rem;
-	}
-`;
-
-export const Title = styled(Typography.Text)`
-	font-size: 1rem;
-`;

frontend/src/container/ExportPanel/utils.ts

@@ -1,16 +1,10 @@
 import { SelectProps } from 'antd';
-import { Dashboard } from 'types/api/dashboard/getAll';
+import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
 
-export const getSelectOptions = (data: Dashboard[]): SelectProps['options'] =>
-	data.map(({ id, data }) => ({
-		label: data.title,
+export const getSelectOptions = (
+	data: ExportDashboard[],
+): SelectProps['options'] =>
+	data.map(({ id, title }) => ({
+		label: title,
 		value: id,
 	}));
-
-export const filterOptions: SelectProps['filterOption'] = (
-	input,
-	options,
-): boolean =>
-	(options?.label?.toString() ?? '')
-		?.toLowerCase()
-		.includes(input.toLowerCase());

frontend/src/container/InfraMonitoringHostsV2/Hosts.tsx

@@ -1,13 +1,17 @@
-import { useCallback, useEffect, useRef, useState } from 'react';
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
 import { Button, Tooltip } from 'antd';
 import { Typography } from '@signozhq/ui/typography';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import { listHosts } from 'api/generated/services/inframonitoring';
 import {
 	InframonitoringtypesHostRecordDTO,
 	InframonitoringtypesHostStatusDTO,
 	InframonitoringtypesResponseTypeDTO,
 	Querybuildertypesv5OrderDirectionDTO,
+	RenderErrorResponseDTO,
 } from 'api/generated/services/sigNoz.schemas';
+import { AxiosError } from 'axios';
+import APIError from 'types/api/error';
 import QuickFilters from 'components/QuickFilters/QuickFilters';
 import { QuickFiltersSource } from 'components/QuickFilters/types';
 import { InfraMonitoringEvents } from 'constants/events';
@@ -19,7 +23,10 @@ import K8sBaseDetails, {
 import { K8sBaseList } from 'container/InfraMonitoringK8sV2/Base/K8sBaseList';
 import StatusFilter from 'container/InfraMonitoringHostsV2/StatusFilter';
 import { K8sBaseFilters } from 'container/InfraMonitoringK8sV2/Base/types';
-import { InfraMonitoringEntity } from 'container/InfraMonitoringK8sV2/constants';
+import {
+	InfraMonitoringEntity,
+	METRIC_NAMESPACE_BY_ENTITY,
+} from 'container/InfraMonitoringK8sV2/constants';
 import { useGetCompositeQueryParam } from 'hooks/queryBuilder/useGetCompositeQueryParam';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useAppContext } from 'providers/App/App';
@@ -43,6 +50,7 @@ import { getHostsQuickFiltersConfig } from './utils';
 
 import styles from './InfraMonitoringHosts.module.scss';
 import { ArrowUpToLine, Filter } from '@signozhq/icons';
+import { NANO_SECOND_MULTIPLIER, useGlobalTimeStore } from 'store/globalTime';
 
 function Hosts(): JSX.Element {
 	const [showFilters, setShowFilters] = useState(true);
@@ -51,6 +59,17 @@ function Hosts(): JSX.Element {
 	const { redirectWithQueryBuilderData } = useQueryBuilder();
 	const isInitialized = useRef(false);
 
+	const selectedTime = useGlobalTimeStore((state) => state.selectedTime);
+	const getMinMaxTime = useGlobalTimeStore((state) => state.getMinMaxTime);
+	const { startUnixMilli, endUnixMilli } = useMemo(() => {
+		const { minTime, maxTime } = getMinMaxTime();
+		return {
+			startUnixMilli: Math.floor(minTime / NANO_SECOND_MULTIPLIER),
+			endUnixMilli: Math.floor(maxTime / NANO_SECOND_MULTIPLIER),
+		};
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+	}, [selectedTime, getMinMaxTime]);
+
 	useEffect(() => {
 		if (isInitialized.current) {
 			return;
@@ -122,13 +141,12 @@ function Hosts(): JSX.Element {
 					endTimeBeforeRetention: data.endTimeBeforeRetention,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch hosts';
 				return {
 					type: 'list' as const,
 					records: [] as InframonitoringtypesHostRecordDTO[],
 					total: 0,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -141,7 +159,7 @@ function Hosts(): JSX.Element {
 			signal?: AbortSignal,
 		): Promise<{
 			data: InframonitoringtypesHostRecordDTO | null;
-			error?: string | null;
+			error?: APIError | null;
 		}> => {
 			try {
 				const response = await listHosts(
@@ -159,11 +177,10 @@ function Hosts(): JSX.Element {
 					data: response.data.records.length > 0 ? response.data.records[0] : null,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch host';
 				return {
 					data: null,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -208,6 +225,12 @@ function Hosts(): JSX.Element {
 								source={QuickFiltersSource.INFRA_MONITORING}
 								config={getHostsQuickFiltersConfig(dotMetricsEnabled)}
 								handleFilterVisibilityChange={handleFilterVisibilityChange}
+								useFieldApis={{
+									metricNamespace:
+										METRIC_NAMESPACE_BY_ENTITY[InfraMonitoringEntity.HOSTS],
+									startUnixMilli,
+									endUnixMilli,
+								}}
 							/>
 						</div>
 					)}

frontend/src/container/InfraMonitoringHostsV2/constants.tsx

@@ -10,6 +10,7 @@ import {
 import { K8sDetailsMetadataConfig } from 'container/InfraMonitoringK8sV2/Base/K8sBaseDetails';
 import { formatValueForExpression } from 'components/QueryBuilderV2/utils';
 import { INFRA_MONITORING_ATTR_KEYS } from 'container/InfraMonitoringK8sV2/constants';
+import { SelectedItemParams } from 'container/InfraMonitoringK8sV2/hooks';
 import {
 	getHostQueryPayload,
 	hostWidgetInfo,
@@ -107,8 +108,10 @@ export function getHostMetricsQueryPayload(
 
 export { hostWidgetInfo };
 
-export const hostGetSelectedItemExpression = (hostName: string): string =>
-	`host.name = ${formatValueForExpression(hostName)}`;
+export const hostGetSelectedItemExpression = (
+	params: SelectedItemParams,
+): string =>
+	`host.name = ${formatValueForExpression(params.selectedItem ?? '')}`;
 
 export function hostInitialLogTracesExpression(
 	host: InframonitoringtypesHostRecordDTO,

frontend/src/container/InfraMonitoringHostsV2/utils.tsx

@@ -11,8 +11,6 @@ import { INFRA_MONITORING_ATTR_KEYS } from 'container/InfraMonitoringK8sV2/const
 import { CellValueTooltip } from 'container/InfraMonitoringK8sV2/components';
 import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { DataSource } from 'types/common/queryBuilder';
-import TanStackTable from 'components/TanStackTableView';
-
 const HOSTNAME_DOCS_URL =
 	'https://signoz.io/docs/infrastructure-monitoring/hostmetrics/#host-name-is-blankempty';
 
@@ -23,11 +21,7 @@ export function HostnameCell({
 }): React.ReactElement {
 	const isEmpty = !hostName || !hostName.trim();
 	if (!isEmpty) {
-		return (
-			<CellValueTooltip value={hostName}>
-				<TanStackTable.Text>{hostName}</TanStackTable.Text>
-			</CellValueTooltip>
-		);
+		return <CellValueTooltip value={hostName} />;
 	}
 	return (
 		<>

frontend/src/container/InfraMonitoringK8sV2/Base/ColumnHeader.module.scss

@@ -11,6 +11,6 @@
 }
 
 .columnHeaderLabel {
-	text-align: center;
+	text-align: left;
 	padding: var(--spacing-2) var(--spacing-2) var(--spacing-2) 0px;
 }

frontend/src/container/InfraMonitoringK8sV2/Base/ColumnHeader.tsx

@@ -51,7 +51,7 @@ function ColumnHeader({
 							<a
 								href={`${DOCS_BASE_URL}${docPath}`}
 								target="_blank"
-								rel="noopener noreferrer"
+								rel="noopener"
 								onClick={(e): void => e.stopPropagation()}
 							>
 								Learn more.

frontend/src/container/InfraMonitoringK8sV2/Base/EntityGroupHeader.tsx

@@ -30,7 +30,7 @@ function EntityGroupHeader({
 							<a
 								href={`${DOCS_BASE_URL}${docPath}`}
 								target="_blank"
-								rel="noopener noreferrer"
+								rel="noopener"
 								onClick={(e): void => e.stopPropagation()}
 							>
 								Learn more.

frontend/src/container/InfraMonitoringK8sV2/Base/K8sBaseDetails.tsx

@@ -12,6 +12,8 @@ import { ToggleGroupSimple } from '@signozhq/ui/toggle-group';
 import { Divider } from '@signozhq/ui/divider';
 import { Typography } from '@signozhq/ui/typography';
 import logEvent from 'api/common/logEvent';
+import ErrorContent from 'components/ErrorModal/components/ErrorContent';
+import APIError from 'types/api/error';
 import { combineInitialAndUserExpression } from 'components/QueryBuilderV2/QueryV2/QuerySearch/utils';
 import { InfraMonitoringEvents } from 'constants/events';
 import { QueryParams } from 'constants/query';
@@ -52,9 +54,10 @@ import EntityMetrics from '../EntityDetailsUtils/EntityMetrics';
 import EntityTraces from '../EntityDetailsUtils/EntityTraces';
 import { K8S_ENTITY_TRACES_EXPRESSION_KEY } from '../EntityDetailsUtils/EntityTraces/hooks';
 import {
+	SelectedItemParams,
 	useInfraMonitoringEventsFilters,
 	useInfraMonitoringLogFilters,
-	useInfraMonitoringSelectedItem,
+	useInfraMonitoringSelectedItemParams,
 	useInfraMonitoringTracesFilters,
 	useInfraMonitoringView,
 } from '../hooks';
@@ -62,6 +65,10 @@ import LoadingContainer from '../LoadingContainer';
 
 import '../EntityDetailsUtils/entityDetails.styles.scss';
 import { parseAsString, useQueryState } from 'nuqs';
+import {
+	EntityCountConfig,
+	EntityCountsSection,
+} from './components/EntityCountsSection/EntityCountsSection';
 
 const TimeRangeOffset = 1000000000;
 
@@ -71,29 +78,51 @@ export interface K8sDetailsMetadataConfig<T> {
 	render?: (value: string | number, entity: T) => React.ReactNode;
 }
 
+export type K8sDetailsCountConfig<T> = EntityCountConfig<T>;
+
 export interface K8sDetailsFilters {
 	filter: { expression: string };
 	start: number;
 	end: number;
 }
 
+export interface CustomTabRenderProps<T> {
+	entity: T;
+	timeRange: { startTime: number; endTime: number };
+	selectedInterval: Time;
+	handleTimeChange: (
+		interval: Time | CustomTimeType,
+		dateTimeRange?: [number, number],
+	) => void;
+}
+
+export interface CustomTab<T> {
+	key: string;
+	label: string;
+	icon: React.ReactNode;
+	render: (props: CustomTabRenderProps<T>) => React.ReactNode;
+}
+
 export interface K8sBaseDetailsProps<T> {
 	category: InfraMonitoringEntity;
 	eventCategory: string;
 	// Data fetching configuration
-	getSelectedItemExpression: (selectedItem: string) => string;
+	getSelectedItemExpression: (params: SelectedItemParams) => string;
 	fetchEntityData: (
 		filters: K8sDetailsFilters,
 		signal?: AbortSignal,
-	) => Promise<{ data: T | null; error?: string | null }>;
+	) => Promise<{ data: T | null; error?: APIError | null }>;
 	// Entity configuration
 	getEntityName: (entity: T) => string;
 	getInitialLogTracesExpression: (entity: T) => string;
 	getInitialEventsExpression: (entity: T) => string;
 	metadataConfig: K8sDetailsMetadataConfig<T>[];
+	countsConfig?: K8sDetailsCountConfig<T>[];
+	getCountsFilterExpression?: (entity: T) => string;
 	entityWidgetInfo: {
 		title: string;
 		yAxisUnit: string;
+		docPath?: string;
 	}[];
 	getEntityQueryPayload: (
 		entity: T,
@@ -110,20 +139,7 @@ export interface K8sBaseDetailsProps<T> {
 		showTraces?: boolean;
 		showEvents?: boolean;
 	};
-	customTabs?: Array<{
-		key: string;
-		label: string;
-		icon: React.ReactNode;
-		render: (props: {
-			entity: T;
-			timeRange: { startTime: number; endTime: number };
-			selectedInterval: Time;
-			handleTimeChange: (
-				interval: Time | CustomTimeType,
-				dateTimeRange?: [number, number],
-			) => void;
-		}) => React.ReactNode;
-	}>;
+	customTabs?: Array<CustomTab<T>>;
 }
 
 // eslint-disable-next-line sonarjs/cognitive-complexity
@@ -136,6 +152,8 @@ export default function K8sBaseDetails<T>({
 	getInitialLogTracesExpression,
 	getInitialEventsExpression,
 	metadataConfig,
+	countsConfig,
+	getCountsFilterExpression,
 	entityWidgetInfo,
 	getEntityQueryPayload,
 	queryKeyPrefix,
@@ -152,7 +170,9 @@ export default function K8sBaseDetails<T>({
 
 	const isDarkMode = useIsDarkMode();
 
-	const [selectedItem, setSelectedItem] = useInfraMonitoringSelectedItem();
+	const [selectedItemParams, setSelectedItemParams] =
+		useInfraMonitoringSelectedItemParams();
+	const selectedItem = selectedItemParams.selectedItem;
 
 	const entityQueryKey = useMemo(
 		() =>
@@ -160,8 +180,17 @@ export default function K8sBaseDetails<T>({
 				selectedTime,
 				`${queryKeyPrefix}EntityDetails`,
 				selectedItem,
+				selectedItemParams.clusterName,
+				selectedItemParams.namespaceName,
 			),
-		[queryKeyPrefix, selectedItem, selectedTime, getAutoRefreshQueryKey],
+		[
+			queryKeyPrefix,
+			selectedItem,
+			selectedItemParams.clusterName,
+			selectedItemParams.namespaceName,
+			selectedTime,
+			getAutoRefreshQueryKey,
+		],
 	);
 
 	const {
@@ -178,7 +207,7 @@ export default function K8sBaseDetails<T>({
 			const { minTime, maxTime } = getMinMaxTime();
 			const start = Math.floor(minTime / NANO_SECOND_MULTIPLIER);
 			const end = Math.floor(maxTime / NANO_SECOND_MULTIPLIER);
-			const expression = getSelectedItemExpression(selectedItem);
+			const expression = getSelectedItemExpression(selectedItemParams);
 
 			return fetchEntityData({ filter: { expression }, start, end }, signal);
 		},
@@ -203,8 +232,8 @@ export default function K8sBaseDetails<T>({
 	}, [entity, getInitialEventsExpression]);
 
 	const handleClose = useCallback((): void => {
-		setSelectedItem(null);
-	}, [setSelectedItem]);
+		setSelectedItemParams(null);
+	}, [setSelectedItemParams]);
 
 	const entityName = entity ? getEntityName(entity) : '';
 
@@ -246,6 +275,33 @@ export default function K8sBaseDetails<T>({
 	const [selectedView, setSelectedView] = useInfraMonitoringView();
 	const effectiveView = hideDetailViewTabs ? VIEW_TYPES.METRICS : selectedView;
 
+	const validTabs = useMemo(() => {
+		const tabs: string[] = [];
+		if (tabVisibility.showMetrics) {
+			tabs.push(VIEW_TYPES.METRICS);
+		}
+		if (tabVisibility.showLogs) {
+			tabs.push(VIEW_TYPES.LOGS);
+		}
+		if (tabVisibility.showTraces) {
+			tabs.push(VIEW_TYPES.TRACES);
+		}
+		if (tabVisibility.showEvents) {
+			tabs.push(VIEW_TYPES.EVENTS);
+		}
+		if (customTabs) {
+			tabs.push(...customTabs.map((t) => t.key));
+		}
+		return tabs;
+	}, [tabVisibility, customTabs]);
+
+	useEffect(() => {
+		if (!hideDetailViewTabs && !validTabs.includes(selectedView)) {
+			const firstValid = validTabs[0] || VIEW_TYPES.METRICS;
+			void setSelectedView(firstValid);
+		}
+	}, [hideDetailViewTabs, selectedView, validTabs, setSelectedView]);
+
 	const [, setLogFiltersParam] = useInfraMonitoringLogFilters();
 	const [, setTracesFiltersParam] = useInfraMonitoringTracesFilters();
 	const [, setEventsFiltersParam] = useInfraMonitoringEventsFilters();
@@ -281,7 +337,10 @@ export default function K8sBaseDetails<T>({
 		}
 	}, [getMinMaxTime, selectedTime]);
 
-	const handleTabChange = (value: string): void => {
+	const handleTabChange = (value: string | null): void => {
+		if (!value) {
+			return;
+		}
 		setSelectedView(value);
 		setLogFiltersParam(null);
 		setTracesFiltersParam(null);
@@ -424,12 +483,18 @@ export default function K8sBaseDetails<T>({
 			{isEntityLoading && <LoadingContainer />}
 			{(isEntityError || hasResponseError) && (
 				<div className="entity-error-container">
-					<Typography.Text color="danger">
-						{entityResponse?.error ||
-							(entityError instanceof Error
-								? entityError.message
-								: 'Failed to load entity details')}
-					</Typography.Text>
+					<ErrorContent
+						error={
+							entityResponse?.error ??
+							(entityError instanceof APIError ? entityError : null) ?? {
+								code: 500,
+								message:
+									entityError instanceof Error
+										? entityError.message
+										: 'Failed to load entity details',
+							}
+						}
+					/>
 				</div>
 			)}
 			{entity && !isEntityLoading && !hasResponseError && (
@@ -467,6 +532,19 @@ export default function K8sBaseDetails<T>({
 								})}
 							</div>
 						</div>
+
+						{countsConfig &&
+							countsConfig.length > 0 &&
+							selectedItem &&
+							getCountsFilterExpression && (
+								<EntityCountsSection
+									entity={entity}
+									countsConfig={countsConfig}
+									selectedItem={selectedItem}
+									filterExpression={getCountsFilterExpression(entity)}
+									closeDrawer={handleClose}
+								/>
+							)}
 					</div>
 
 					{!hideDetailViewTabs && (

frontend/src/container/InfraMonitoringK8sV2/Base/K8sBaseList.tsx

@@ -10,19 +10,21 @@ import TanStackTable, {
 } from 'components/TanStackTableView';
 import { InfraMonitoringEvents } from 'constants/events';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { parseAsString, useQueryState } from 'nuqs';
 import { useGlobalTimeStore } from 'store/globalTime';
 import { NANO_SECOND_MULTIPLIER } from 'store/globalTime/utils';
 import { Querybuildertypesv5QueryWarnDataDTO } from 'api/generated/services/sigNoz.schemas';
 import { openInNewTab } from 'utils/navigation';
+import APIError from 'types/api/error';
 
 import {
 	INFRA_MONITORING_K8S_PARAMS_KEYS,
 	InfraMonitoringEntity,
 } from '../constants';
 import {
+	SelectedItemParams,
 	useInfraMonitoringGroupBy,
 	useInfraMonitoringOrderBy,
+	useInfraMonitoringSelectedItemParams,
 	useInfraMonitoringStatusFilter,
 } from '../hooks';
 import { useInfraMonitoringLineClamp } from '../components';
@@ -32,13 +34,14 @@ import K8sHeader from './K8sHeader';
 import { K8sPaginationWarning } from './K8sPaginationWarning';
 import { K8sBaseFilters } from './types';
 import { getGroupedByMeta } from './utils';
+import { K8sInstrumentationChecksCallout } from './components/K8sInstrumentationChecksCallout/K8sInstrumentationChecksCallout';
 
 import styles from './K8sBaseList.module.scss';
 import cx from 'classnames';
 
 export type K8sBaseListEmptyStateContext = {
 	isError: boolean;
-	error?: string | null;
+	error?: APIError | null;
 	totalCount: number;
 	hasFilters: boolean;
 	isLoading: boolean;
@@ -49,7 +52,10 @@ export type K8sBaseListEmptyStateContext = {
 /** Base type constraint for K8s entity data */
 export type K8sEntityData = { meta?: Record<string, string> | null };
 
-export type K8sBaseListProps<T extends K8sEntityData> = {
+export type K8sBaseListProps<
+	T extends K8sEntityData,
+	TItemKey extends string | SelectedItemParams = string,
+> = {
 	controlListPrefix?: React.ReactNode;
 	leftFilters?: React.ReactNode;
 	entity: InfraMonitoringEntity;
@@ -62,15 +68,15 @@ export type K8sBaseListProps<T extends K8sEntityData> = {
 		records?: T[];
 		data?: T[];
 		total: number;
-		error?: string | null;
+		error?: APIError | null;
 		rawData?: unknown;
 		endTimeBeforeRetention?: boolean;
 		warning?: Querybuildertypesv5QueryWarnDataDTO | null;
 	}>;
 	/** Function to get the unique key for a row. */
 	getRowKey?: (record: T) => string;
-	/** Function to get the item key used for selection. Defaults to getRowKey if not provided. */
-	getItemKey?: (record: T) => string;
+	/** Function to get the item key used for selection. Can return string or SelectedItemParams. */
+	getItemKey?: (record: T) => TItemKey;
 	eventCategory: InfraMonitoringEvents;
 	renderEmptyState?: (
 		context: K8sBaseListEmptyStateContext,
@@ -78,7 +84,10 @@ export type K8sBaseListProps<T extends K8sEntityData> = {
 	extraQueryKeyParts?: string[];
 };
 
-export function K8sBaseList<T extends K8sEntityData>({
+export function K8sBaseList<
+	T extends K8sEntityData,
+	TItemKey extends string | SelectedItemParams = string,
+>({
 	controlListPrefix,
 	leftFilters,
 	entity,
@@ -89,17 +98,16 @@ export function K8sBaseList<T extends K8sEntityData>({
 	eventCategory,
 	renderEmptyState,
 	extraQueryKeyParts = [],
-}: K8sBaseListProps<T>): JSX.Element {
+}: K8sBaseListProps<T, TItemKey>): JSX.Element {
 	const { currentQuery } = useQueryBuilder();
 	const expression = currentQuery.builder.queryData[0]?.filter?.expression || '';
 	const lineClamp = useInfraMonitoringLineClamp();
 	const [groupBy] = useInfraMonitoringGroupBy();
 	const [orderBy] = useInfraMonitoringOrderBy();
 	const [statusFilter] = useInfraMonitoringStatusFilter();
-	const [selectedItem, setSelectedItem] = useQueryState(
-		'selectedItem',
-		parseAsString,
-	);
+	const [selectedItemParams, setSelectedItemParams] =
+		useInfraMonitoringSelectedItemParams();
+	const selectedItem = selectedItemParams.selectedItem;
 
 	const columnStorageKey = `k8s-${entity}-columns`;
 	const hiddenColumnIds = useHiddenColumnIds(columnStorageKey);
@@ -226,9 +234,17 @@ export function K8sBaseList<T extends K8sEntityData>({
 	}, [eventCategory, totalCount]);
 
 	const handleRowClick = useCallback(
-		(_record: T, itemKey: string): void => {
+		(_record: T, itemKey: TItemKey): void => {
 			if (groupBy.length === 0) {
-				void setSelectedItem(itemKey);
+				if (typeof itemKey === 'object' && itemKey !== null) {
+					setSelectedItemParams(itemKey);
+				} else {
+					setSelectedItemParams({
+						selectedItem: itemKey,
+						clusterName: null,
+						namespaceName: null,
+					});
+				}
 			}
 
 			void logEvent(InfraMonitoringEvents.ItemClicked, {
@@ -237,18 +253,43 @@ export function K8sBaseList<T extends K8sEntityData>({
 				category: eventCategory,
 			});
 		},
-		[eventCategory, groupBy.length, setSelectedItem],
+		[eventCategory, groupBy.length, setSelectedItemParams],
 	);
 
 	const handleRowClickNewTab = useCallback(
-		(_record: T, itemKey: string): void => {
+		(_record: T, itemKey: TItemKey): void => {
 			if (groupBy.length > 0) {
 				return;
 			}
 
-			// Build URL with selectedItem param
+			// Build URL with selectedItem params
 			const url = new URL(window.location.href);
-			url.searchParams.set('selectedItem', itemKey);
+			if (typeof itemKey === 'object' && itemKey !== null) {
+				const params = itemKey;
+				if (params.selectedItem) {
+					url.searchParams.set(
+						INFRA_MONITORING_K8S_PARAMS_KEYS.SELECTED_ITEM,
+						params.selectedItem,
+					);
+				}
+				if (params.clusterName) {
+					url.searchParams.set(
+						INFRA_MONITORING_K8S_PARAMS_KEYS.SELECTED_ITEM_CLUSTER_NAME,
+						params.clusterName,
+					);
+				}
+				if (params.namespaceName) {
+					url.searchParams.set(
+						INFRA_MONITORING_K8S_PARAMS_KEYS.SELECTED_ITEM_NAMESPACE_NAME,
+						params.namespaceName,
+					);
+				}
+			} else {
+				url.searchParams.set(
+					INFRA_MONITORING_K8S_PARAMS_KEYS.SELECTED_ITEM,
+					itemKey,
+				);
+			}
 			openInNewTab(url.pathname + url.search);
 
 			void logEvent(InfraMonitoringEvents.ItemClicked, {
@@ -274,7 +315,7 @@ export function K8sBaseList<T extends K8sEntityData>({
 			rowKey: string,
 			groupMeta?: Record<string, string>,
 		): JSX.Element => (
-			<K8sExpandedRow<T>
+			<K8sExpandedRow<T, TItemKey>
 				rowKey={rowKey}
 				groupMeta={groupMeta}
 				entity={entity}
@@ -338,6 +379,8 @@ export function K8sBaseList<T extends K8sEntityData>({
 				cancelQuery={cancelQuery}
 			/>
 			<div ref={containerRef} className={styles.tableContainer}>
+				<K8sInstrumentationChecksCallout entity={entity} />
+
 				{isError && (
 					<Typography>
 						{data?.error?.toString() || 'Something went wrong'}
@@ -347,7 +390,7 @@ export function K8sBaseList<T extends K8sEntityData>({
 				{showEmptyState ? (
 					<div className={styles.emptyStateContainer}>{emptyTableMessage}</div>
 				) : (
-					<TanStackTable<T>
+					<TanStackTable<T, TItemKey>
 						data={pageData}
 						columns={tableColumns}
 						columnStorageKey={columnStorageKey}

frontend/src/container/InfraMonitoringK8sV2/Base/K8sEmptyState.module.scss

@@ -44,13 +44,11 @@
 	width: 32px;
 }
 
-.errorIcon {
-	color: var(--danger-background);
-}
-
-.actions {
+.errorContent {
 	display: flex;
+	flex-direction: column;
 	align-items: center;
-	gap: 8px;
-	margin-top: 16px;
+	gap: var(--spacing-3);
+	max-width: 500px;
+	padding: 24px;
 }

frontend/src/container/InfraMonitoringK8sV2/Base/K8sEmptyState.tsx

@@ -1,8 +1,4 @@
-import { useCallback } from 'react';
-import { Button } from '@signozhq/ui/button';
-import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
-import history from 'lib/history';
-import { LifeBuoy, TriangleAlert } from '@signozhq/icons';
+import ErrorContent from 'components/ErrorModal/components/ErrorContent';
 
 import emptyStateUrl from '@/assets/Icons/emptyState.svg';
 import eyesEmojiUrl from '@/assets/Images/eyesEmoji.svg';
@@ -13,26 +9,12 @@ import styles from './K8sEmptyState.module.scss';
 
 type K8sEmptyStateProps = Partial<K8sBaseListEmptyStateContext>;
 
-const handleContactSupport = (isCloudUser: boolean): void => {
-	if (isCloudUser) {
-		history.push('/support');
-	} else {
-		window.open('https://signoz.io/slack', '_blank');
-	}
-};
-
 export function K8sEmptyState({
 	isError,
 	error,
 	isLoading,
 	endTimeBeforeRetention,
 }: K8sEmptyStateProps): JSX.Element | null {
-	const { isCloudUser } = useGetTenantLicense();
-
-	const handleSupport = useCallback(() => {
-		handleContactSupport(isCloudUser);
-	}, [isCloudUser]);
-
 	if (isLoading) {
 		return null;
 	}
@@ -40,25 +22,15 @@ export function K8sEmptyState({
 	if (isError || error) {
 		return (
 			<div className={styles.container}>
-				<div className={styles.content}>
-					<TriangleAlert size={32} className={styles.errorIcon} />
-					<span className={styles.message}>
-						{error || 'An error occurred while fetching data.'}
-					</span>
-					<p>
-						Our team is getting on top to resolve this. Please reach out to support if
-						the issue persists.
-					</p>
-					<div className={styles.actions}>
-						<Button
-							onClick={handleSupport}
-							variant="solid"
-							color="secondary"
-							prefix={<LifeBuoy size={14} />}
-						>
-							Contact Support
-						</Button>
-					</div>
+				<div className={styles.errorContent}>
+					<ErrorContent
+						error={
+							error ?? {
+								code: 500,
+								message: 'An error occurred while fetching data.',
+							}
+						}
+					/>
 				</div>
 			</div>
 		);

frontend/src/container/InfraMonitoringK8sV2/Base/K8sExpandedRow.tsx

@@ -4,6 +4,7 @@ import { useLocation } from 'react-router-dom';
 import { Querybuildertypesv5QueryWarnDataDTO } from 'api/generated/services/sigNoz.schemas';
 import { Button } from '@signozhq/ui/button';
 import { Typography } from '@signozhq/ui/typography';
+import APIError from 'types/api/error';
 import TanStackTable, {
 	SortState,
 	TableColumnDef,
@@ -22,10 +23,11 @@ import { parseAsJsonNoValidate } from 'utils/nuqsParsers';
 
 import { InfraMonitoringEntity } from '../constants';
 import {
+	SelectedItemParams,
 	useInfraMonitoringGroupBy,
 	useInfraMonitoringOrderBy,
 	useInfraMonitoringPageListing,
-	useInfraMonitoringSelectedItem,
+	useInfraMonitoringSelectedItemParams,
 } from '../hooks';
 import { K8sBaseFilters } from './types';
 
@@ -34,7 +36,7 @@ import { buildExpressionFromGroupMeta } from './utils';
 
 const EXPANDED_ROW_LIMIT = 10;
 
-export type K8sExpandedRowProps<T> = {
+export type K8sExpandedRowProps<T, TItemKey = string> = {
 	/** Pre-computed row key from parent table (includes group prefix + duplicate handling) */
 	rowKey: string;
 	/** Group metadata for building filters */
@@ -50,7 +52,7 @@ export type K8sExpandedRowProps<T> = {
 		records?: T[];
 		data?: T[];
 		total: number;
-		error?: string | null;
+		error?: APIError | null;
 		rawData?: unknown;
 		warning?: Querybuildertypesv5QueryWarnDataDTO | null;
 	}>;
@@ -59,10 +61,10 @@ export type K8sExpandedRowProps<T> = {
 	/** Function to get the unique key for a row. */
 	getRowKey?: (record: T) => string;
 	/** Function to get the item key used for selection. Defaults to getRowKey if not provided. */
-	getItemKey?: (record: T) => string;
+	getItemKey?: (record: T) => TItemKey;
 };
 
-export function K8sExpandedRow<T>({
+export function K8sExpandedRow<T, TItemKey = string>({
 	rowKey,
 	groupMeta,
 	entity,
@@ -71,13 +73,13 @@ export function K8sExpandedRow<T>({
 	extraQueryKeyParts = [],
 	getRowKey,
 	getItemKey,
-}: K8sExpandedRowProps<T>): JSX.Element {
+}: K8sExpandedRowProps<T, TItemKey>): JSX.Element {
 	const [, setGroupBy] = useInfraMonitoringGroupBy();
 	const [, setCurrentPage] = useInfraMonitoringPageListing();
 	const { currentQuery } = useQueryBuilder();
 	const parentExpression =
 		currentQuery.builder.queryData[0]?.filter?.expression || '';
-	const [, setSelectedItem] = useInfraMonitoringSelectedItem();
+	const [, setSelectedItemParams] = useInfraMonitoringSelectedItemParams();
 	const [, setMainOrderBy] = useInfraMonitoringOrderBy();
 	const { safeNavigate } = useSafeNavigate();
 	const urlQuery = useUrlQuery();
@@ -175,10 +177,18 @@ export function K8sExpandedRow<T>({
 	const expandedData = data?.data ?? [];
 
 	const handleRowClick = useCallback(
-		(_row: T, itemKey: string): void => {
-			void setSelectedItem(itemKey);
+		(_row: T, itemKey: TItemKey): void => {
+			if (typeof itemKey === 'object' && itemKey !== null) {
+				setSelectedItemParams(itemKey as unknown as SelectedItemParams);
+			} else {
+				setSelectedItemParams({
+					selectedItem: itemKey as string,
+					clusterName: null,
+					namespaceName: null,
+				});
+			}
 		},
-		[setSelectedItem],
+		[setSelectedItemParams],
 	);
 
 	const handleViewAllClick = (): void => {
@@ -239,7 +249,7 @@ export function K8sExpandedRow<T>({
 
 			<div data-testid="expanded-table">
 				<TanStackTableStateProvider>
-					<TanStackTable<T>
+					<TanStackTable<T, TItemKey>
 						data={expandedData}
 						columns={tableColumns}
 						columnStorageKey={storageKey}

frontend/src/container/InfraMonitoringK8sV2/Base/__tests__/K8sBaseDetails.tabValidation.test.tsx

@@ -0,0 +1,221 @@
+import { Box } from '@signozhq/icons';
+import { screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { NuqsTestingAdapter } from 'nuqs/adapters/testing';
+import { act, render, waitFor } from 'tests/test-utils';
+
+import {
+	InfraMonitoringEntity,
+	INFRA_MONITORING_K8S_PARAMS_KEYS,
+	VIEW_TYPES,
+} from '../../constants';
+import K8sBaseDetails from '../K8sBaseDetails';
+
+jest.mock('container/TopNav/DateTimeSelectionV2/index.tsx', () => ({
+	__esModule: true,
+	default: (): JSX.Element => <div data-testid="mock-datetime" />,
+}));
+
+type TestEntity = {
+	name: string;
+	namespace: string;
+	cluster: string;
+};
+
+const mockEntity: TestEntity = {
+	name: 'test-pod',
+	namespace: 'default',
+	cluster: 'test-cluster',
+};
+
+function createBaseProps() {
+	return {
+		category: InfraMonitoringEntity.PODS,
+		eventCategory: 'Pod',
+		getSelectedItemExpression: (): string => 'k8s.pod.name = "test-pod"',
+		fetchEntityData: jest
+			.fn()
+			.mockResolvedValue({ data: mockEntity, error: null }),
+		getEntityName: (e: TestEntity): string => e.name,
+		getInitialLogTracesExpression: (): string => 'k8s.pod.name = "test-pod"',
+		getInitialEventsExpression: (): string => 'k8s.pod.name = "test-pod"',
+		metadataConfig: [
+			{ label: 'Name', getValue: (e: TestEntity): string => e.name },
+		],
+		entityWidgetInfo: [{ title: 'CPU', yAxisUnit: 'percent' }],
+		getEntityQueryPayload: jest.fn().mockReturnValue([]),
+		queryKeyPrefix: 'testPod',
+	};
+}
+
+interface RenderOptions {
+	view?: string;
+	tabsConfig?: {
+		showMetrics?: boolean;
+		showLogs?: boolean;
+		showTraces?: boolean;
+		showEvents?: boolean;
+	};
+	customTabs?: Array<{
+		key: string;
+		label: string;
+		icon: React.ReactNode;
+		render: () => React.ReactNode;
+	}>;
+}
+
+function renderK8sBaseDetails({
+	view = VIEW_TYPES.METRICS,
+	tabsConfig,
+	customTabs,
+}: RenderOptions = {}) {
+	const searchParams: Record<string, string> = {
+		[INFRA_MONITORING_K8S_PARAMS_KEYS.SELECTED_ITEM]: 'test-pod',
+		[INFRA_MONITORING_K8S_PARAMS_KEYS.VIEW]: view,
+	};
+
+	return render(
+		<NuqsTestingAdapter searchParams={searchParams}>
+			<K8sBaseDetails<TestEntity>
+				{...createBaseProps()}
+				tabsConfig={tabsConfig}
+				customTabs={customTabs}
+			/>
+		</NuqsTestingAdapter>,
+	);
+}
+
+function getSelectedTabText(): string | null {
+	const selectedTab = document.querySelector('[aria-checked="true"]');
+	return selectedTab?.textContent ?? null;
+}
+
+describe('K8sBaseDetails - Tab Validation', () => {
+	it('should reset view to METRICS when selected view is invalid', async () => {
+		act(() => {
+			renderK8sBaseDetails({ view: 'invalid-tab' });
+		});
+
+		await waitFor(() => {
+			expect(screen.getAllByText('test-pod').length).toBeGreaterThan(0);
+		});
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Metrics');
+		});
+	});
+
+	it('should reset to first available tab when METRICS is disabled and view is invalid', async () => {
+		act(() => {
+			renderK8sBaseDetails({
+				view: 'invalid-tab',
+				tabsConfig: { showMetrics: false },
+			});
+		});
+
+		await waitFor(() => {
+			expect(screen.getAllByText('test-pod').length).toBeGreaterThan(0);
+		});
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Logs');
+		});
+	});
+
+	it('should reset to custom tab when all standard tabs disabled and custom tab exists', async () => {
+		const customTabKey = 'pod-metrics';
+
+		act(() => {
+			renderK8sBaseDetails({
+				view: 'invalid-tab',
+				tabsConfig: {
+					showMetrics: false,
+					showLogs: false,
+					showTraces: false,
+					showEvents: false,
+				},
+				customTabs: [
+					{
+						key: customTabKey,
+						label: 'Pod Metrics',
+						icon: <Box size={14} />,
+						render: (): React.ReactNode => <div>Custom Tab</div>,
+					},
+				],
+			});
+		});
+
+		await waitFor(() => {
+			expect(screen.getAllByText('test-pod').length).toBeGreaterThan(0);
+		});
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Pod Metrics');
+		});
+	});
+
+	it('should NOT reset view when selected view is valid', async () => {
+		act(() => {
+			renderK8sBaseDetails({ view: VIEW_TYPES.LOGS });
+		});
+
+		await waitFor(() => {
+			expect(screen.getAllByText('test-pod').length).toBeGreaterThan(0);
+		});
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Logs');
+		});
+	});
+
+	it('should NOT reset view when custom tab is selected and exists', async () => {
+		const customTabKey = 'pod-metrics';
+
+		act(() => {
+			renderK8sBaseDetails({
+				view: customTabKey,
+				customTabs: [
+					{
+						key: customTabKey,
+						label: 'Pod Metrics',
+						icon: <Box size={14} />,
+						render: (): React.ReactNode => <div>Custom Tab</div>,
+					},
+				],
+			});
+		});
+
+		await waitFor(() => {
+			expect(screen.getAllByText('test-pod').length).toBeGreaterThan(0);
+		});
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Pod Metrics');
+		});
+	});
+
+	it('should keep the selected tab when the active tab is clicked again (untoggle guard)', async () => {
+		const user = userEvent.setup();
+
+		act(() => {
+			renderK8sBaseDetails({ view: VIEW_TYPES.LOGS });
+		});
+
+		await waitFor(() => {
+			expect(screen.getAllByText('test-pod').length).toBeGreaterThan(0);
+		});
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Logs');
+		});
+
+		const selectedTab = document.querySelector('[aria-checked="true"]');
+		expect(selectedTab).not.toBeNull();
+
+		await user.click(selectedTab as Element);
+
+		await waitFor(() => {
+			expect(getSelectedTabText()).toContain('Logs');
+		});
+	});
+});

frontend/src/container/InfraMonitoringK8sV2/Base/__tests__/K8sBaseList.test.tsx

@@ -9,6 +9,8 @@ import { TooltipProvider } from '@signozhq/ui/tooltip';
 import { fireEvent, render, screen, waitFor } from '@testing-library/react';
 import userEvent from '@testing-library/user-event';
 import { InfraMonitoringEvents } from 'constants/events';
+import { server } from 'mocks-server/server';
+import { rest } from 'msw';
 import {
 	NuqsTestingAdapter,
 	OnUrlUpdateFunction,
@@ -17,11 +19,13 @@ import {
 import { AppProvider } from 'providers/App/App';
 import TimezoneProvider from 'providers/Timezone';
 import store from 'store';
+import APIError from 'types/api/error';
 import { openInNewTab } from 'utils/navigation';
 
 import { TableColumnDef } from 'components/TanStackTableView';
 
 import { InfraMonitoringEntity } from '../../constants';
+import { SelectedItemParams } from '../../hooks';
 
 window.ResizeObserver =
 	window.ResizeObserver ||
@@ -165,11 +169,14 @@ function createTestColumnsWithGroup(): TableColumnDef<TestItemWithGroup>[] {
 }
 
 // eslint-disable-next-line @typescript-eslint/explicit-function-return-type
-function renderComponent<T extends K8sEntityData>({
+function renderComponent<
+	T extends K8sEntityData,
+	TItemKey extends string | SelectedItemParams = string,
+>({
 	queryParams,
 	onUrlUpdate,
 	...props
-}: K8sBaseListProps<T> & {
+}: K8sBaseListProps<T, TItemKey> & {
 	queryParams?: Record<string, string>;
 	onUrlUpdate?: OnUrlUpdateFunction;
 }) {
@@ -196,7 +203,7 @@ function renderComponent<T extends K8sEntityData>({
 										value={{ viewportHeight: 800, itemHeight: 50 }}
 									>
 										<TooltipProvider>
-											<K8sBaseList {...props} />
+											<K8sBaseList<T, TItemKey> {...props} />
 										</TooltipProvider>
 									</VirtuosoMockContext.Provider>
 								</NuqsTestingAdapter>
@@ -626,7 +633,15 @@ describe('K8sBaseList', () => {
 			fetchListDataMock.mockResolvedValue({
 				data: [],
 				total: 0,
-				error: 'Failed to fetch pods',
+				error: new APIError({
+					httpStatusCode: 500,
+					error: {
+						code: '500',
+						message: 'Failed to fetch pods',
+						url: '',
+						errors: [],
+					},
+				}),
 			});
 
 			renderComponent<TestItem>({
@@ -941,4 +956,413 @@ describe('K8sBaseList', () => {
 			});
 		});
 	});
+
+	describe('with object itemKey (selectedItem + cluster + namespace params)', () => {
+		const itemId = 'obj-item';
+		const onUrlUpdateMock = jest.fn<void, [UrlUpdateEvent]>();
+		const fetchListDataMock = jest.fn<
+			ReturnType<
+				NonNullable<K8sBaseListProps<TestItemWithTitle>['fetchListData']>
+			>,
+			Parameters<NonNullable<K8sBaseListProps<TestItemWithTitle>['fetchListData']>>
+		>();
+
+		const getLatestParam = (key: string): string | undefined =>
+			onUrlUpdateMock.mock.calls
+				.map((call) => call[0].searchParams.get(key))
+				.filter(Boolean)
+				.pop() as string | undefined;
+
+		beforeEach(() => {
+			onUrlUpdateMock.mockClear();
+			fetchListDataMock.mockClear();
+			openInNewTabMock.mockClear();
+			fetchListDataMock.mockResolvedValue({
+				data: [{ id: `PodId:${itemId}`, title: `PodTitle:${itemId}` }],
+				total: 1,
+				error: null,
+			});
+		});
+
+		it('should set selectedItem, cluster and namespace params on row click', async () => {
+			const user = userEvent.setup();
+
+			renderComponent<TestItemWithTitle, SelectedItemParams>({
+				onUrlUpdate: onUrlUpdateMock,
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumnsWithTitle(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): SelectedItemParams => ({
+					selectedItem: row.id,
+					clusterName: 'prod-cluster',
+					namespaceName: 'default-ns',
+				}),
+			});
+
+			const firstRowEl = await screen.findByText(`PodId:${itemId}`);
+			await user.click(firstRowEl);
+
+			await waitFor(() => {
+				expect(getLatestParam('selectedItem')).toBe(`PodId:${itemId}`);
+				expect(getLatestParam('selectedItemClusterName')).toBe('prod-cluster');
+				expect(getLatestParam('selectedItemNamespaceName')).toBe('default-ns');
+			});
+		});
+
+		it('should include cluster and namespace params in new tab URL on ctrl+click', async () => {
+			renderComponent<TestItemWithTitle, SelectedItemParams>({
+				onUrlUpdate: onUrlUpdateMock,
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumnsWithTitle(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): SelectedItemParams => ({
+					selectedItem: row.id,
+					clusterName: 'prod-cluster',
+					namespaceName: 'default-ns',
+				}),
+			});
+
+			const firstRow = await screen.findByText(`PodId:${itemId}`);
+			fireEvent.click(firstRow, { ctrlKey: true });
+
+			await waitFor(() => {
+				expect(openInNewTabMock).toHaveBeenCalledTimes(1);
+			});
+			const url = openInNewTabMock.mock.calls[0][0] as string;
+			expect(url).toContain(`selectedItem=PodId%3A${itemId}`);
+			expect(url).toContain('selectedItemClusterName=prod-cluster');
+			expect(url).toContain('selectedItemNamespaceName=default-ns');
+		});
+
+		it('should omit null cluster/namespace params in new tab URL', async () => {
+			renderComponent<TestItemWithTitle, SelectedItemParams>({
+				onUrlUpdate: onUrlUpdateMock,
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumnsWithTitle(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): SelectedItemParams => ({
+					selectedItem: row.id,
+					clusterName: null,
+					namespaceName: null,
+				}),
+			});
+
+			const firstRow = await screen.findByText(`PodId:${itemId}`);
+			fireEvent.click(firstRow, { ctrlKey: true });
+
+			await waitFor(() => {
+				expect(openInNewTabMock).toHaveBeenCalledTimes(1);
+			});
+			const url = openInNewTabMock.mock.calls[0][0] as string;
+			expect(url).toContain(`selectedItem=PodId%3A${itemId}`);
+			expect(url).not.toContain('selectedItemClusterName');
+			expect(url).not.toContain('selectedItemNamespaceName');
+		});
+	});
+
+	describe('instrumentation checks callout', () => {
+		const fetchListDataMock = jest.fn<
+			ReturnType<NonNullable<K8sBaseListProps<TestItem>['fetchListData']>>,
+			Parameters<NonNullable<K8sBaseListProps<TestItem>['fetchListData']>>
+		>();
+
+		beforeEach(() => {
+			fetchListDataMock.mockClear();
+			fetchListDataMock.mockResolvedValue({
+				data: [{ id: 'item-1' }],
+				total: 1,
+				error: null,
+			});
+		});
+
+		it('should not render callout when ready is true', async () => {
+			server.use(
+				rest.get('http://localhost/api/v2/infra_monitoring/checks', (_, res, ctx) =>
+					res(
+						ctx.json({
+							status: 'success',
+							data: {
+								ready: true,
+								type: 'pods',
+								presentDefaultEnabledMetrics: [
+									{
+										associatedComponent: { name: 'otel-collector' },
+										metrics: ['k8s.pod.cpu.usage'],
+									},
+								],
+							},
+						}),
+					),
+				),
+			);
+
+			renderComponent<TestItem>({
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumns(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): string => row.id,
+			});
+
+			await screen.findByText('item-1');
+
+			expect(screen.queryByText('Instrumentation checks')).not.toBeInTheDocument();
+		});
+
+		it('should not render callout when no entries exist', async () => {
+			server.use(
+				rest.get('http://localhost/api/v2/infra_monitoring/checks', (_, res, ctx) =>
+					res(
+						ctx.json({
+							status: 'success',
+							data: {
+								ready: false,
+								type: 'pods',
+								presentDefaultEnabledMetrics: null,
+								presentOptionalMetrics: null,
+								presentRequiredAttributes: null,
+								missingDefaultEnabledMetrics: null,
+								missingOptionalMetrics: null,
+								missingRequiredAttributes: null,
+							},
+						}),
+					),
+				),
+			);
+
+			renderComponent<TestItem>({
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumns(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): string => row.id,
+			});
+
+			await screen.findByText('item-1');
+
+			expect(screen.queryByText('Instrumentation checks')).not.toBeInTheDocument();
+		});
+
+		it('should render callout with present entries', async () => {
+			server.use(
+				rest.get('http://localhost/api/v2/infra_monitoring/checks', (_, res, ctx) =>
+					res(
+						ctx.json({
+							status: 'success',
+							data: {
+								ready: false,
+								type: 'pods',
+								presentDefaultEnabledMetrics: [
+									{
+										associatedComponent: { name: 'otel-collector' },
+										metrics: ['k8s.pod.cpu.usage', 'k8s.pod.memory.usage'],
+									},
+								],
+								presentOptionalMetrics: null,
+								presentRequiredAttributes: null,
+								missingDefaultEnabledMetrics: null,
+								missingOptionalMetrics: null,
+								missingRequiredAttributes: null,
+							},
+						}),
+					),
+				),
+			);
+
+			renderComponent<TestItem>({
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumns(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): string => row.id,
+			});
+
+			await screen.findByText('Instrumentation checks');
+
+			await expect(
+				screen.findByText('Default enabled metrics'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('k8s.pod.cpu.usage, k8s.pod.memory.usage'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('otel-collector'),
+			).resolves.toBeInTheDocument();
+		});
+
+		it('should render callout with missing entries', async () => {
+			server.use(
+				rest.get('http://localhost/api/v2/infra_monitoring/checks', (_, res, ctx) =>
+					res(
+						ctx.json({
+							status: 'success',
+							data: {
+								ready: false,
+								type: 'pods',
+								presentDefaultEnabledMetrics: null,
+								presentOptionalMetrics: null,
+								presentRequiredAttributes: null,
+								missingDefaultEnabledMetrics: [
+									{
+										associatedComponent: { name: 'otel-collector' },
+										metrics: ['k8s.pod.cpu.limit'],
+										documentationLink: 'https://example.com/docs',
+									},
+								],
+								missingOptionalMetrics: null,
+								missingRequiredAttributes: null,
+							},
+						}),
+					),
+				),
+			);
+
+			renderComponent<TestItem>({
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumns(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): string => row.id,
+			});
+
+			await screen.findByText('Instrumentation checks');
+
+			await expect(
+				screen.findByText('Missing default metrics'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('k8s.pod.cpu.limit'),
+			).resolves.toBeInTheDocument();
+			await expect(screen.findByText('Learn here')).resolves.toBeInTheDocument();
+		});
+
+		it('should trigger recheck on button click', async () => {
+			let recheckCallCount = 0;
+			server.use(
+				rest.get(
+					'http://localhost/api/v2/infra_monitoring/checks',
+					(_, res, ctx) => {
+						recheckCallCount++;
+						return res(
+							ctx.json({
+								status: 'success',
+								data: {
+									ready: false,
+									type: 'pods',
+									presentDefaultEnabledMetrics: [
+										{
+											associatedComponent: { name: 'otel-collector' },
+											metrics: ['k8s.pod.cpu.usage'],
+										},
+									],
+								},
+							}),
+						);
+					},
+				),
+			);
+
+			const user = userEvent.setup();
+
+			renderComponent<TestItem>({
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumns(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): string => row.id,
+			});
+
+			await screen.findByText('Instrumentation checks');
+
+			const initialCallCount = recheckCallCount;
+
+			const recheckBtn = screen.getByTestId('instrumentation-checks-recheck-btn');
+			await user.click(recheckBtn);
+
+			await waitFor(() => {
+				expect(recheckCallCount).toBeGreaterThan(initialCallCount);
+			});
+		});
+
+		it('should render both present and missing entries', async () => {
+			server.use(
+				rest.get('http://localhost/api/v2/infra_monitoring/checks', (_, res, ctx) =>
+					res(
+						ctx.json({
+							status: 'success',
+							data: {
+								ready: false,
+								type: 'pods',
+								presentDefaultEnabledMetrics: [
+									{
+										associatedComponent: { name: 'otel-collector' },
+										metrics: ['k8s.pod.cpu.usage'],
+									},
+								],
+								presentOptionalMetrics: null,
+								presentRequiredAttributes: [
+									{
+										associatedComponent: { name: 'otel-collector' },
+										attributes: ['k8s.namespace.name'],
+									},
+								],
+								missingDefaultEnabledMetrics: [
+									{
+										associatedComponent: { name: 'otel-collector' },
+										metrics: ['k8s.pod.memory.limit'],
+									},
+								],
+								missingOptionalMetrics: null,
+								missingRequiredAttributes: null,
+							},
+						}),
+					),
+				),
+			);
+
+			renderComponent<TestItem>({
+				entity: InfraMonitoringEntity.PODS,
+				eventCategory: InfraMonitoringEvents.Pod,
+				fetchListData: fetchListDataMock,
+				tableColumns: createTestColumns(),
+				getRowKey: (row): string => row.id,
+				getItemKey: (row): string => row.id,
+			});
+
+			await screen.findByText('Instrumentation checks');
+
+			// Present entries
+			await expect(
+				screen.findByText('Default enabled metrics'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('k8s.pod.cpu.usage'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('Required attributes'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('k8s.namespace.name'),
+			).resolves.toBeInTheDocument();
+
+			// Missing entries
+			await expect(
+				screen.findByText('Missing default metrics'),
+			).resolves.toBeInTheDocument();
+			await expect(
+				screen.findByText('k8s.pod.memory.limit'),
+			).resolves.toBeInTheDocument();
+		});
+	});
 });

frontend/src/container/InfraMonitoringK8sV2/Base/__tests__/utils.build-expression.test.ts

@@ -0,0 +1,132 @@
+import {
+	buildEventsExpression,
+	buildExpressionFromSelectedItemParams,
+	buildLogsTracesExpression,
+} from 'container/InfraMonitoringK8sV2/Base/utils';
+
+describe('buildExpressionFromSelectedItemParams', () => {
+	it('should build expression from params with all values', () => {
+		const result = buildExpressionFromSelectedItemParams(
+			{
+				selectedItem: 'nginx',
+				clusterName: 'prod',
+				namespaceName: 'default',
+			},
+			'k8s.deployment.name',
+		);
+
+		expect(result).toBe(
+			"k8s.deployment.name = 'nginx' AND k8s.cluster.name = 'prod' AND k8s.namespace.name = 'default'",
+		);
+	});
+
+	it('should skip null values', () => {
+		const result = buildExpressionFromSelectedItemParams(
+			{
+				selectedItem: 'nginx',
+				clusterName: null,
+				namespaceName: 'default',
+			},
+			'k8s.deployment.name',
+		);
+
+		expect(result).toBe(
+			"k8s.deployment.name = 'nginx' AND k8s.namespace.name = 'default'",
+		);
+	});
+
+	it('should handle only selectedItem', () => {
+		const result = buildExpressionFromSelectedItemParams(
+			{
+				selectedItem: 'pod-123',
+				clusterName: null,
+				namespaceName: null,
+			},
+			'k8s.pod.uid',
+		);
+
+		expect(result).toBe("k8s.pod.uid = 'pod-123'");
+	});
+});
+
+describe('buildEventsExpression', () => {
+	it('should build expression with kind, name, cluster and attribute-context namespace', () => {
+		const result = buildEventsExpression({
+			objectKind: 'Deployment',
+			objectName: 'nginx',
+			clusterName: 'prod',
+			namespaceName: 'default',
+		});
+
+		expect(result).toBe(
+			"k8s.object.kind = 'Deployment' AND k8s.object.name = 'nginx' AND k8s.cluster.name = 'prod' AND attribute.k8s.namespace.name = 'default'",
+		);
+	});
+
+	it('should always include kind and name, even when name is empty', () => {
+		const result = buildEventsExpression({
+			objectKind: 'Node',
+			objectName: '',
+		});
+
+		expect(result).toBe("k8s.object.kind = 'Node' AND k8s.object.name = ''");
+	});
+
+	it('should skip cluster and namespace clauses when values are missing', () => {
+		const result = buildEventsExpression({
+			objectKind: 'Pod',
+			objectName: 'pod-1',
+			clusterName: null,
+			namespaceName: undefined,
+		});
+
+		expect(result).toBe("k8s.object.kind = 'Pod' AND k8s.object.name = 'pod-1'");
+	});
+
+	it('should escape values with quotes', () => {
+		const result = buildEventsExpression({
+			objectKind: 'Pod',
+			objectName: "po'd",
+			namespaceName: 'ns-1',
+		});
+
+		expect(result).toBe(
+			`k8s.object.kind = 'Pod' AND k8s.object.name = 'po\\'d' AND attribute.k8s.namespace.name = 'ns-1'`,
+		);
+	});
+});
+
+describe('buildLogsTracesExpression', () => {
+	it('should build expression with main attribute, cluster and namespace', () => {
+		const result = buildLogsTracesExpression({
+			mainAttributeKey: 'k8s.deployment.name',
+			mainAttributeValue: 'nginx',
+			clusterName: 'prod',
+			namespaceName: 'default',
+		});
+
+		expect(result).toBe(
+			"k8s.deployment.name = 'nginx' AND k8s.cluster.name = 'prod' AND k8s.namespace.name = 'default'",
+		);
+	});
+
+	it('should skip clauses with empty values', () => {
+		const result = buildLogsTracesExpression({
+			mainAttributeKey: 'k8s.node.name',
+			mainAttributeValue: 'node-1',
+			clusterName: '',
+			namespaceName: null,
+		});
+
+		expect(result).toBe("k8s.node.name = 'node-1'");
+	});
+
+	it('should return empty string when all values are missing', () => {
+		const result = buildLogsTracesExpression({
+			mainAttributeKey: 'k8s.pod.name',
+			mainAttributeValue: '',
+		});
+
+		expect(result).toBe('');
+	});
+});

frontend/src/container/InfraMonitoringK8sV2/Base/components/EntityCountsSection/EntityCountsSection.module.scss

@@ -0,0 +1,41 @@
+.countsContainer {
+	display: flex;
+	gap: var(--spacing-6);
+	margin-top: var(--spacing-8);
+	flex-wrap: wrap;
+}
+
+.countCard {
+	position: relative;
+	flex: 1;
+	min-width: 120px;
+	max-width: 180px;
+	border: 1px solid var(--l3-border);
+	border-radius: 4px;
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+	padding: var(--spacing-6);
+}
+
+.countLabel {
+	color: var(--l2-foreground);
+	letter-spacing: var(--letter-spacing-wide);
+	text-transform: uppercase;
+}
+
+.countValue {
+	color: var(--l1-foreground);
+	font-family: var(--periscope-font-family-mono);
+	font-size: var(--font-size-xl);
+}
+
+.navigateButton {
+	position: absolute;
+	top: var(--spacing-4);
+	right: var(--spacing-4);
+
+	--button-padding: var(--spacing-1);
+	--button-height: 24px;
+	--button-width: 24px;
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/EntityCountsSection/EntityCountsSection.tsx

@@ -0,0 +1,107 @@
+import { Tooltip } from 'antd';
+import { Button } from '@signozhq/ui/button';
+import { Typography } from '@signozhq/ui/typography';
+import { Compass } from '@signozhq/icons';
+import { QueryParams } from 'constants/query';
+import { initialQueriesMap } from 'constants/queryBuilder';
+import ROUTES from 'constants/routes';
+import { Link } from 'react-router-dom';
+import { DataSource } from 'types/common/queryBuilder';
+import { v4 as uuid } from 'uuid';
+
+import {
+	INFRA_MONITORING_K8S_PARAMS_KEYS,
+	InfraMonitoringEntity,
+} from '../../../constants';
+import styles from './EntityCountsSection.module.scss';
+
+export interface EntityCountConfig<T> {
+	label: string;
+	getValue: (entity: T) => number;
+	targetCategory: InfraMonitoringEntity;
+}
+
+interface EntityCountsSectionProps<T> {
+	entity: T;
+	countsConfig: EntityCountConfig<T>[];
+	selectedItem: string;
+	filterExpression: string;
+	closeDrawer: () => void;
+}
+
+export function EntityCountsSection<T>({
+	entity,
+	countsConfig,
+	selectedItem,
+	filterExpression,
+	closeDrawer,
+}: EntityCountsSectionProps<T>): JSX.Element {
+	const buildNavigationUrl = (targetCategory: InfraMonitoringEntity): string => {
+		const defaultQuery = initialQueriesMap[DataSource.METRICS];
+
+		const compositeQuery = {
+			...defaultQuery,
+			id: uuid(),
+			builder: {
+				...defaultQuery.builder,
+				queryData: defaultQuery.builder.queryData.map((query) => ({
+					...query,
+					filter: { expression: filterExpression },
+					filters: { items: [], op: 'AND' as const },
+				})),
+			},
+		};
+
+		// TODO(H4ad): After https://github.com/SigNoz/signoz/pull/12038, inherit custom time of drawer to list
+		const urlParams = new URLSearchParams();
+		urlParams.set(INFRA_MONITORING_K8S_PARAMS_KEYS.CATEGORY, targetCategory);
+		urlParams.set(
+			QueryParams.compositeQuery,
+			encodeURIComponent(JSON.stringify(compositeQuery)),
+		);
+
+		return `${ROUTES.INFRASTRUCTURE_MONITORING_KUBERNETES}?${urlParams.toString()}`;
+	};
+
+	return (
+		<div className={styles.countsContainer}>
+			{countsConfig.map((config) => (
+				<div
+					key={config.label}
+					className={styles.countCard}
+					data-testid={`count-card-${config.label.toLowerCase().replace(/\s+/g, '-')}`}
+				>
+					<Typography.Text
+						color="muted"
+						size="small"
+						weight="medium"
+						className={styles.countLabel}
+					>
+						{config.label}
+					</Typography.Text>
+					<Typography.Text className={styles.countValue} size="xl" weight="semibold">
+						{config.getValue(entity) || '-'}
+					</Typography.Text>
+					<Link
+						to={buildNavigationUrl(config.targetCategory)}
+						onClick={closeDrawer}
+						data-testid={`navigate-${config.label.toLowerCase().replace(/\s+/g, '-')}`}
+					>
+						<Tooltip
+							title={`View ${config.label.toLowerCase()} of '${selectedItem}'`}
+							placement="top"
+						>
+							<Button
+								size="icon"
+								variant="ghost"
+								color="secondary"
+								className={styles.navigateButton}
+								prefix={<Compass size={14} />}
+							/>
+						</Tooltip>
+					</Link>
+				</div>
+			))}
+		</div>
+	);
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/K8sInstrumentationChecksCallout.module.scss

@@ -0,0 +1,24 @@
+.checkContainer {
+	padding: 0px var(--spacing-4) var(--spacing-4) var(--spacing-4);
+
+	position: relative;
+}
+
+.container {
+	display: flex;
+	flex-direction: column;
+	gap: 8px;
+	width: 100%;
+}
+
+.header {
+	display: flex;
+	align-items: center;
+	justify-content: space-between;
+}
+
+.entriesList {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/K8sInstrumentationChecksCallout.tsx

@@ -0,0 +1,162 @@
+import { MouseEvent, useCallback, useMemo, useState } from 'react';
+import { useQueryClient } from 'react-query';
+import { Button } from '@signozhq/ui/button';
+import { Callout } from '@signozhq/ui/callout';
+import { RefreshCw } from '@signozhq/icons';
+import setLocalStorage from 'api/browser/localstorage/set';
+import {
+	invalidateGetChecks,
+	useGetChecks,
+} from 'api/generated/services/inframonitoring';
+import { InframonitoringtypesCheckTypeDTO } from 'api/generated/services/sigNoz.schemas';
+import { InfraMonitoringEntity } from '../../../constants';
+
+import styles from './K8sInstrumentationChecksCallout.module.scss';
+import { MissingEntryRow } from './MissingEntryRow';
+import { PresentEntryRow } from './PresentEntryRow';
+import {
+	ENTITY_TO_CHECK_TYPE,
+	getStorageKey,
+	hasAnyEntries,
+	hasMissingEntries,
+	readExpandedState,
+} from './utils';
+
+export interface InstrumentationChecksCalloutProps {
+	entity: InfraMonitoringEntity;
+}
+
+export function K8sInstrumentationChecksCallout({
+	entity,
+}: InstrumentationChecksCalloutProps): JSX.Element | null {
+	const checkType = ENTITY_TO_CHECK_TYPE[entity];
+	const queryClient = useQueryClient();
+
+	const [isExpanded, setIsExpanded] = useState(() => readExpandedState(entity));
+
+	const { data, isLoading, isFetching } = useGetChecks(
+		{ type: checkType as InframonitoringtypesCheckTypeDTO },
+		{ query: { enabled: !!checkType } },
+	);
+
+	const handleRecheck = useCallback(
+		(e: MouseEvent): void => {
+			e.preventDefault();
+			e.stopPropagation();
+
+			if (checkType) {
+				void invalidateGetChecks(queryClient, { type: checkType });
+			}
+		},
+		[queryClient, checkType],
+	);
+
+	const handleExpandToggle = useCallback((): void => {
+		setIsExpanded((prev) => {
+			const next = !prev;
+			setLocalStorage(getStorageKey(entity), String(next));
+			return next;
+		});
+	}, [entity]);
+
+	const checksData = data?.data;
+
+	const hasMissingItems = useMemo(
+		() => (checksData ? hasMissingEntries(checksData) : false),
+		[checksData],
+	);
+
+	if (!checkType || isLoading) {
+		return null;
+	}
+
+	if (!checksData || checksData.ready) {
+		return null;
+	}
+
+	if (!hasAnyEntries(checksData)) {
+		return null;
+	}
+
+	return (
+		<div className={styles.checkContainer}>
+			<Callout
+				type={hasMissingItems ? 'warning' : 'info'}
+				showIcon
+				size="medium"
+				title={
+					<div className={styles.header}>
+						Instrumentation checks
+						<Button
+							variant="outlined"
+							color="warning"
+							size="sm"
+							onClick={handleRecheck}
+							loading={isFetching}
+							prefix={<RefreshCw size={12} />}
+							data-testid="instrumentation-checks-recheck-btn"
+						>
+							Recheck
+						</Button>
+					</div>
+				}
+				action="expandable"
+				defaultExpanded={isExpanded}
+				onClick={handleExpandToggle}
+			>
+				<div className={styles.container} onClick={(e) => e.stopPropagation()}>
+					<div className={styles.entriesList}>
+						{checksData.presentDefaultEnabledMetrics?.map((entry) => (
+							<PresentEntryRow
+								key={`present-default-${entry.associatedComponent.name}`}
+								entry={entry}
+								typeLabel="Default enabled metrics"
+								itemType="metrics"
+							/>
+						))}
+						{checksData.presentOptionalMetrics?.map((entry) => (
+							<PresentEntryRow
+								key={`present-optional-${entry.associatedComponent.name}`}
+								entry={entry}
+								typeLabel="Optional metrics"
+								itemType="metrics"
+							/>
+						))}
+						{checksData.presentRequiredAttributes?.map((entry) => (
+							<PresentEntryRow
+								key={`present-attrs-${entry.associatedComponent.name}`}
+								entry={entry}
+								typeLabel="Required attributes"
+								itemType="attributes"
+							/>
+						))}
+						{checksData.missingDefaultEnabledMetrics?.map((entry) => (
+							<MissingEntryRow
+								key={`missing-default-${entry.associatedComponent.name}`}
+								entry={entry}
+								typeLabel="Missing default metrics"
+								itemType="metrics"
+							/>
+						))}
+						{checksData.missingOptionalMetrics?.map((entry) => (
+							<MissingEntryRow
+								key={`missing-optional-${entry.associatedComponent.name}`}
+								entry={entry}
+								typeLabel="Missing optional metrics"
+								itemType="metrics"
+							/>
+						))}
+						{checksData.missingRequiredAttributes?.map((entry) => (
+							<MissingEntryRow
+								key={`missing-attrs-${entry.associatedComponent.name}`}
+								entry={entry}
+								typeLabel="Missing required attributes"
+								itemType="attributes"
+							/>
+						))}
+					</div>
+				</div>
+			</Callout>
+		</div>
+	);
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/MissingEntryRow.module.scss

@@ -0,0 +1,27 @@
+.entryRow {
+	display: flex;
+	align-items: center;
+	gap: 6px;
+	flex-wrap: wrap;
+	color: var(--l1-foreground);
+}
+
+.missingIcon {
+	color: var(--warning-background);
+	flex-shrink: 0;
+}
+
+.learnMoreLink {
+	display: inline-flex;
+	align-items: center;
+	gap: 4px;
+	margin-left: 4px;
+
+	svg {
+		margin-left: 4px;
+	}
+}
+
+.divider {
+	--divider-color: var(--callout-warning-border);
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/MissingEntryRow.tsx

@@ -0,0 +1,66 @@
+import styles from './MissingEntryRow.module.scss';
+import { ExternalLink, TriangleAlert } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import { Divider } from '@signozhq/ui/divider';
+import type {
+	InframonitoringtypesMissingAttributesComponentEntryDTO,
+	InframonitoringtypesMissingMetricsComponentEntryDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+type MissingEntryRowProps =
+	| {
+			entry: InframonitoringtypesMissingMetricsComponentEntryDTO;
+			typeLabel: string;
+			itemType: 'metrics';
+	  }
+	| {
+			entry: InframonitoringtypesMissingAttributesComponentEntryDTO;
+			typeLabel: string;
+			itemType: 'attributes';
+	  };
+
+export function MissingEntryRow({
+	entry,
+	typeLabel,
+	itemType,
+}: MissingEntryRowProps): JSX.Element {
+	const items = itemType === 'metrics' ? entry.metrics : entry.attributes;
+
+	return (
+		<div className={styles.entryRow}>
+			<TriangleAlert size={14} className={styles.missingIcon} />
+			<Typography.Text size="base" weight="medium">
+				{typeLabel}
+			</Typography.Text>
+			<Typography.Text size="base" color="muted">
+				-
+			</Typography.Text>
+			<Typography.Text
+				size="base"
+				weight="semibold"
+				className={styles.entryRowMetric}
+			>
+				{items?.join(', ')}
+			</Typography.Text>
+			<Typography.Text size="base" color="muted">
+				-
+			</Typography.Text>
+			<Typography.Text size="base" italic color="muted">
+				{entry.associatedComponent.name}
+			</Typography.Text>
+			{entry.documentationLink && (
+				<Typography.Link
+					href={entry.documentationLink}
+					target="_blank"
+					rel="noopener noreferrer"
+					size="base"
+					className={styles.learnMoreLink}
+				>
+					Learn here
+					<ExternalLink size={12} />
+				</Typography.Link>
+			)}
+			<Divider className={styles.divider} />
+		</div>
+	);
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/PresentEntryRow.module.scss

@@ -0,0 +1,16 @@
+.entryRow {
+	display: flex;
+	align-items: center;
+	gap: 6px;
+	flex-wrap: wrap;
+	color: var(--l1-foreground);
+}
+
+.presentIcon {
+	color: var(--success-background);
+	flex-shrink: 0;
+}
+
+.divider {
+	--divider-color: var(--callout-warning-border);
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/PresentEntryRow.tsx

@@ -0,0 +1,54 @@
+import styles from './PresentEntryRow.module.scss';
+import { CircleCheck } from '@signozhq/icons';
+import { Typography } from '@signozhq/ui/typography';
+import { Divider } from '@signozhq/ui/divider';
+import type {
+	InframonitoringtypesAttributesComponentEntryDTO,
+	InframonitoringtypesMetricsComponentEntryDTO,
+} from 'api/generated/services/sigNoz.schemas';
+
+type PresentEntryRowProps =
+	| {
+			entry: InframonitoringtypesMetricsComponentEntryDTO;
+			typeLabel: string;
+			itemType: 'metrics';
+	  }
+	| {
+			entry: InframonitoringtypesAttributesComponentEntryDTO;
+			typeLabel: string;
+			itemType: 'attributes';
+	  };
+
+export function PresentEntryRow({
+	entry,
+	typeLabel,
+	itemType,
+}: PresentEntryRowProps): JSX.Element {
+	const items = itemType === 'metrics' ? entry.metrics : entry.attributes;
+
+	return (
+		<div className={styles.entryRow}>
+			<CircleCheck size={14} className={styles.presentIcon} />
+			<Typography.Text size="base" weight="medium">
+				{typeLabel}
+			</Typography.Text>
+			<Typography.Text size="base" color="muted">
+				-
+			</Typography.Text>
+			<Typography.Text
+				size="base"
+				weight="semibold"
+				className={styles.entryRowMetric}
+			>
+				{items?.join(', ')}
+			</Typography.Text>
+			<Typography.Text size="base" color="muted">
+				-
+			</Typography.Text>
+			<Typography.Text size="base" italic color="muted">
+				{entry.associatedComponent.name}
+			</Typography.Text>
+			<Divider className={styles.divider} />
+		</div>
+	);
+}

frontend/src/container/InfraMonitoringK8sV2/Base/components/K8sInstrumentationChecksCallout/utils.tsx

@@ -0,0 +1,60 @@
+import getLocalStorage from 'api/browser/localstorage/get';
+import {
+	InframonitoringtypesChecksDTO,
+	InframonitoringtypesCheckTypeDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { InfraMonitoringEntity } from '../../../constants';
+
+export const ENTITY_TO_CHECK_TYPE: Record<
+	InfraMonitoringEntity,
+	InframonitoringtypesCheckTypeDTO
+> = {
+	[InfraMonitoringEntity.HOSTS]: InframonitoringtypesCheckTypeDTO.hosts,
+	[InfraMonitoringEntity.PODS]: InframonitoringtypesCheckTypeDTO.pods,
+	[InfraMonitoringEntity.NODES]: InframonitoringtypesCheckTypeDTO.nodes,
+	[InfraMonitoringEntity.NAMESPACES]:
+		InframonitoringtypesCheckTypeDTO.namespaces,
+	[InfraMonitoringEntity.CLUSTERS]: InframonitoringtypesCheckTypeDTO.clusters,
+	[InfraMonitoringEntity.DEPLOYMENTS]:
+		InframonitoringtypesCheckTypeDTO.deployments,
+	[InfraMonitoringEntity.STATEFULSETS]:
+		InframonitoringtypesCheckTypeDTO.statefulsets,
+	[InfraMonitoringEntity.DAEMONSETS]:
+		InframonitoringtypesCheckTypeDTO.daemonsets,
+	[InfraMonitoringEntity.JOBS]: InframonitoringtypesCheckTypeDTO.jobs,
+	[InfraMonitoringEntity.VOLUMES]: InframonitoringtypesCheckTypeDTO.volumes,
+	[InfraMonitoringEntity.CONTAINERS]:
+		InframonitoringtypesCheckTypeDTO.kube_containers,
+};
+
+export function hasMissingEntries(
+	data: InframonitoringtypesChecksDTO,
+): boolean {
+	return (
+		(data.missingDefaultEnabledMetrics?.length ?? 0) > 0 ||
+		(data.missingOptionalMetrics?.length ?? 0) > 0 ||
+		(data.missingRequiredAttributes?.length ?? 0) > 0
+	);
+}
+
+export function hasAnyEntries(data: InframonitoringtypesChecksDTO): boolean {
+	return (
+		(data.presentDefaultEnabledMetrics?.length ?? 0) > 0 ||
+		(data.presentOptionalMetrics?.length ?? 0) > 0 ||
+		(data.presentRequiredAttributes?.length ?? 0) > 0 ||
+		(data.missingDefaultEnabledMetrics?.length ?? 0) > 0 ||
+		(data.missingOptionalMetrics?.length ?? 0) > 0 ||
+		(data.missingRequiredAttributes?.length ?? 0) > 0
+	);
+}
+
+const STORAGE_PREFIX = '@signozhq/k8s-instrumentation-checks-expanded';
+
+export function getStorageKey(entity: InfraMonitoringEntity): string {
+	return `${STORAGE_PREFIX}-${entity}`;
+}
+
+export function readExpandedState(entity: InfraMonitoringEntity): boolean {
+	const stored = getLocalStorage(getStorageKey(entity));
+	return stored === null ? true : stored === 'true';
+}

frontend/src/container/InfraMonitoringK8sV2/Base/utils.tsx

@@ -2,7 +2,12 @@ import { Badge } from '@signozhq/ui/badge';
 
 import styles from './utils.module.scss';
 import { TagFilterItem } from 'types/api/queryBuilder/queryBuilderData';
-import { convertFiltersToExpression } from 'components/QueryBuilderV2/utils';
+import {
+	convertFiltersToExpression,
+	formatValueForExpression,
+} from 'components/QueryBuilderV2/utils';
+import { SelectedItemParams } from 'container/InfraMonitoringK8sV2/hooks';
+import { INFRA_MONITORING_ATTR_KEYS } from 'container/InfraMonitoringK8sV2/constants';
 
 const dotToUnder: Record<string, string> = {
 	'os.type': 'os_type',
@@ -89,3 +94,91 @@ export function buildExpressionFromGroupMeta(
 	}
 	return parent || metaExpression;
 }
+
+export interface EventsExpressionParams {
+	objectKind: string;
+	objectName: string;
+	clusterName?: string | null;
+	namespaceName?: string | null;
+}
+
+export function buildEventsExpression(params: EventsExpressionParams): string {
+	const clauses: string[] = [
+		`${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_KIND} = ${formatValueForExpression(params.objectKind)}`,
+		`${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_NAME} = ${formatValueForExpression(params.objectName)}`,
+	];
+
+	if (params.clusterName) {
+		clauses.push(
+			`${INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME} = ${formatValueForExpression(params.clusterName)}`,
+		);
+	}
+
+	// the other attributes are resource., and fallbacks correctly without prefix
+	// this one needs attribute. prefix otherwise it fails the query
+	if (params.namespaceName) {
+		clauses.push(
+			`attribute.${INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME} = ${formatValueForExpression(params.namespaceName)}`,
+		);
+	}
+
+	return clauses.join(' AND ');
+}
+
+export interface LogsTracesExpressionParams {
+	mainAttributeKey: string;
+	mainAttributeValue?: string | null;
+	clusterName?: string | null;
+	namespaceName?: string | null;
+}
+
+export function buildLogsTracesExpression(
+	params: LogsTracesExpressionParams,
+): string {
+	const clauses: string[] = [];
+
+	if (params.mainAttributeValue) {
+		clauses.push(
+			`${params.mainAttributeKey} = ${formatValueForExpression(params.mainAttributeValue)}`,
+		);
+	}
+
+	if (params.clusterName) {
+		clauses.push(
+			`${INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME} = ${formatValueForExpression(params.clusterName)}`,
+		);
+	}
+
+	if (params.namespaceName) {
+		clauses.push(
+			`${INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME} = ${formatValueForExpression(params.namespaceName)}`,
+		);
+	}
+
+	return clauses.join(' AND ');
+}
+
+export function buildExpressionFromSelectedItemParams(
+	params: SelectedItemParams,
+	mainAttributeKey: string,
+): string {
+	const clauses: string[] = [];
+
+	if (params.selectedItem) {
+		clauses.push(
+			`${mainAttributeKey} = ${formatValueForExpression(params.selectedItem)}`,
+		);
+	}
+	if (params.clusterName) {
+		clauses.push(
+			`${INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME} = ${formatValueForExpression(params.clusterName)}`,
+		);
+	}
+	if (params.namespaceName) {
+		clauses.push(
+			`${INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME} = ${formatValueForExpression(params.namespaceName)}`,
+		);
+	}
+
+	return clauses.join(' AND ');
+}

frontend/src/container/InfraMonitoringK8sV2/Clusters/K8sClustersList.tsx

@@ -1,11 +1,15 @@
 import { useCallback } from 'react';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import { listClusters } from 'api/generated/services/inframonitoring';
+import { RenderErrorResponseDTO } from 'api/generated/services/sigNoz.schemas';
+import { AxiosError } from 'axios';
 import {
 	InframonitoringtypesClusterRecordDTO,
 	InframonitoringtypesResponseTypeDTO,
 	Querybuildertypesv5OrderDirectionDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { InfraMonitoringEvents } from 'constants/events';
+import APIError from 'types/api/error';
 
 import K8sBaseDetails, { K8sDetailsFilters } from '../Base/K8sBaseDetails';
 import { K8sBaseList } from '../Base/K8sBaseList';
@@ -14,7 +18,9 @@ import { InfraMonitoringEntity } from '../constants';
 import {
 	clusterWidgetInfo,
 	getClusterMetricsQueryPayload,
+	k8sClusterDetailsCountsConfig,
 	k8sClusterDetailsMetadataConfig,
+	k8sClusterGetCountsFilterExpression,
 	k8sClusterGetEntityName,
 	k8sClusterGetSelectedItemExpression,
 	k8sClusterInitialEventsExpression,
@@ -67,13 +73,12 @@ function K8sClustersList({
 					warning: data.warning,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch clusters';
 				return {
 					type: 'list' as const,
 					records: [] as InframonitoringtypesClusterRecordDTO[],
 					total: 0,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -86,7 +91,7 @@ function K8sClustersList({
 			signal?: AbortSignal,
 		): Promise<{
 			data: InframonitoringtypesClusterRecordDTO | null;
-			error?: string | null;
+			error?: APIError | null;
 		}> => {
 			try {
 				const response = await listClusters(
@@ -104,11 +109,10 @@ function K8sClustersList({
 					data: response.data.records.length > 0 ? response.data.records[0] : null,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch cluster';
 				return {
 					data: null,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -136,6 +140,8 @@ function K8sClustersList({
 				getInitialLogTracesExpression={k8sClusterInitialLogTracesExpression}
 				getInitialEventsExpression={k8sClusterInitialEventsExpression}
 				metadataConfig={k8sClusterDetailsMetadataConfig}
+				countsConfig={k8sClusterDetailsCountsConfig}
+				getCountsFilterExpression={k8sClusterGetCountsFilterExpression}
 				entityWidgetInfo={clusterWidgetInfo}
 				getEntityQueryPayload={getClusterMetricsQueryPayload}
 				queryKeyPrefix="cluster"

frontend/src/container/InfraMonitoringK8sV2/Clusters/constants.ts

@@ -6,67 +6,131 @@ import { EQueryType } from 'types/common/dashboard';
 import { DataSource, ReduceOperators } from 'types/common/queryBuilder';
 import { v4 } from 'uuid';
 
-import { K8sDetailsMetadataConfig } from '../Base/K8sBaseDetails';
+import {
+	K8sDetailsCountConfig,
+	K8sDetailsMetadataConfig,
+} from '../Base/K8sBaseDetails';
 import { formatValueForExpression } from 'components/QueryBuilderV2/utils';
-import { INFRA_MONITORING_ATTR_KEYS } from '../constants';
+import {
+	INFRA_MONITORING_ATTR_KEYS,
+	InfraMonitoringEntity,
+} from '../constants';
+import { SelectedItemParams } from '../hooks';
+import {
+	buildEventsExpression,
+	buildLogsTracesExpression,
+} from 'container/InfraMonitoringK8sV2/Base/utils';
 
 export const k8sClusterGetSelectedItemExpression = (
-	selectedItemId: string,
-): string => `k8s.cluster.name = ${formatValueForExpression(selectedItemId)}`;
+	params: SelectedItemParams,
+): string =>
+	`k8s.cluster.name = ${formatValueForExpression(params.selectedItem ?? '')}`;
 
 export const k8sClusterDetailsMetadataConfig: K8sDetailsMetadataConfig<InframonitoringtypesClusterRecordDTO>[] =
 	[{ label: 'Cluster Name', getValue: (p): string => p.clusterName || '' }];
 
+export const k8sClusterDetailsCountsConfig: K8sDetailsCountConfig<InframonitoringtypesClusterRecordDTO>[] =
+	[
+		{
+			label: 'Namespaces',
+			getValue: (p): number => p.counts?.namespaces ?? 0,
+			targetCategory: InfraMonitoringEntity.NAMESPACES,
+		},
+		{
+			label: 'Nodes',
+			getValue: (p): number => p.counts?.nodes ?? 0,
+			targetCategory: InfraMonitoringEntity.NODES,
+		},
+		{
+			label: 'Deployments',
+			getValue: (p): number => p.counts?.deployments ?? 0,
+			targetCategory: InfraMonitoringEntity.DEPLOYMENTS,
+		},
+		{
+			label: 'StatefulSets',
+			getValue: (p): number => p.counts?.statefulSets ?? 0,
+			targetCategory: InfraMonitoringEntity.STATEFULSETS,
+		},
+		{
+			label: 'DaemonSets',
+			getValue: (p): number => p.counts?.daemonSets ?? 0,
+			targetCategory: InfraMonitoringEntity.DAEMONSETS,
+		},
+		{
+			label: 'Jobs',
+			getValue: (p): number => p.counts?.jobs ?? 0,
+			targetCategory: InfraMonitoringEntity.JOBS,
+		},
+	];
+
 export const k8sClusterInitialEventsExpression = (
 	item: InframonitoringtypesClusterRecordDTO,
-): string => {
-	const objectName = formatValueForExpression(item.clusterName || '');
-	return `${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_KIND} = 'Cluster' AND ${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_NAME} = ${objectName}`;
-};
+): string =>
+	buildEventsExpression({
+		objectKind: 'Cluster',
+		objectName: item.clusterName || '',
+	});
 
 export const k8sClusterInitialLogTracesExpression = (
 	item: InframonitoringtypesClusterRecordDTO,
-): string => {
-	const clusterName = formatValueForExpression(item.clusterName || '');
-	return `${INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME} = ${clusterName}`;
-};
+): string =>
+	buildLogsTracesExpression({
+		mainAttributeKey: INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME,
+		mainAttributeValue: item.clusterName,
+	});
 
 export const k8sClusterGetEntityName = (
 	item: InframonitoringtypesClusterRecordDTO,
 ): string => item.clusterName || '';
 
+export const k8sClusterGetCountsFilterExpression = (
+	item: InframonitoringtypesClusterRecordDTO,
+): string =>
+	`k8s.cluster.name = ${formatValueForExpression(item.clusterName ?? '')}`;
+
 export const clusterWidgetInfo = [
 	{
 		title: 'CPU Usage, allocatable',
 		yAxisUnit: '',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/clusters/#cpu-usage-allocatable',
 	},
 	{
 		title: 'Memory Usage, allocatable',
 		yAxisUnit: 'bytes',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/clusters/#memory-usage-allocatable',
 	},
 	{
 		title: 'Ready Nodes',
 		yAxisUnit: '',
+		docPath: '/infrastructure-monitoring/kubernetes/clusters/#ready-nodes',
 	},
 	{
 		title: 'NotReady Nodes',
 		yAxisUnit: '',
+		docPath: '/infrastructure-monitoring/kubernetes/clusters/#notready-nodes',
 	},
 	{
 		title: 'Deployments available and desired',
 		yAxisUnit: '',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/clusters/#deployments-available-and-desired',
 	},
 	{
 		title: 'Statefulset pods',
 		yAxisUnit: '',
+		docPath: '/infrastructure-monitoring/kubernetes/clusters/#statefulset-pods',
 	},
 	{
 		title: 'Daemonset nodes',
 		yAxisUnit: '',
+		docPath: '/infrastructure-monitoring/kubernetes/clusters/#daemonset-nodes',
 	},
 	{
 		title: 'Jobs',
 		yAxisUnit: '',
+		docPath: '/infrastructure-monitoring/kubernetes/clusters/#jobs',
 	},
 ];
 

frontend/src/container/InfraMonitoringK8sV2/Clusters/table.config.tsx

@@ -8,7 +8,7 @@ import { ExpandButtonWrapper } from 'container/InfraMonitoringK8sV2/components';
 import ColumnHeader from '../Base/ColumnHeader';
 import EntityGroupHeader from '../Base/EntityGroupHeader';
 import K8sGroupCell from '../Base/K8sGroupCell';
-import { formatBytes, getPodPhaseStatusItems } from '../commonUtils';
+import { formatBytes, getPodStatusItems } from '../commonUtils';
 import {
 	CellValueTooltip,
 	GroupedStatusCounts,
@@ -77,11 +77,7 @@ export const k8sClustersColumnsConfig: ClusterTableColumnConfig[] = [
 		visibilityBehavior: 'hidden-on-expand',
 		cell: ({ value }): React.ReactNode => {
 			const clusterName = value as string;
-			return (
-				<CellValueTooltip value={clusterName}>
-					<TanStackTable.Text>{clusterName}</TanStackTable.Text>
-				</CellValueTooltip>
-			);
+			return <CellValueTooltip value={clusterName} />;
 		},
 	},
 	{
@@ -121,23 +117,25 @@ export const k8sClustersColumnsConfig: ClusterTableColumnConfig[] = [
 		},
 	},
 	{
-		id: 'podCountsByPhase',
+		id: 'podCountsByStatus',
 		header: (): React.ReactNode => (
-			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/clusters#pod-counts-by-phase">
-				Pod Phases
+			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/clusters#pod-counts-by-status">
+				Pod Status
 			</ColumnHeader>
 		),
-		accessorFn: (row): InframonitoringtypesClusterRecordDTO['podCountsByPhase'] =>
-			row.podCountsByPhase,
+		accessorFn: (
+			row,
+		): InframonitoringtypesClusterRecordDTO['podCountsByStatus'] =>
+			row.podCountsByStatus,
 		width: { min: 250 },
 		enableSort: false,
 		cell: ({ row }): React.ReactNode => {
-			const podCountsByPhase = row.podCountsByPhase;
-			if (!podCountsByPhase) {
+			const podCountsByStatus = row.podCountsByStatus;
+			if (!podCountsByStatus) {
 				return <TanStackTable.Text>-</TanStackTable.Text>;
 			}
 			return (
-				<GroupedStatusCounts items={getPodPhaseStatusItems(row.podCountsByPhase)} />
+				<GroupedStatusCounts items={getPodStatusItems(row.podCountsByStatus)} />
 			);
 		},
 	},

frontend/src/container/InfraMonitoringK8sV2/DaemonSets/K8sDaemonSetsList.tsx

@@ -1,18 +1,25 @@
-import { useCallback } from 'react';
+import { useCallback, useMemo } from 'react';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import { listDaemonSets } from 'api/generated/services/inframonitoring';
+import { RenderErrorResponseDTO } from 'api/generated/services/sigNoz.schemas';
+import { AxiosError } from 'axios';
 import {
 	InframonitoringtypesDaemonSetRecordDTO,
 	InframonitoringtypesResponseTypeDTO,
 	Querybuildertypesv5OrderDirectionDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { InfraMonitoringEvents } from 'constants/events';
+import APIError from 'types/api/error';
+
 import K8sBaseDetails, { K8sDetailsFilters } from '../Base/K8sBaseDetails';
 import { K8sBaseList } from '../Base/K8sBaseList';
 import { K8sBaseFilters } from '../Base/types';
 import { InfraMonitoringEntity } from '../constants';
+import { SelectedItemParams } from '../hooks';
 import {
 	daemonSetWidgetInfo,
 	getDaemonSetMetricsQueryPayload,
+	getDaemonSetPodMetricsQueryPayload,
 	k8sDaemonSetDetailsMetadataConfig,
 	k8sDaemonSetGetEntityName,
 	k8sDaemonSetGetSelectedItemExpression,
@@ -24,6 +31,8 @@ import {
 	getK8sDaemonSetRowKey,
 	k8sDaemonSetsColumnsConfig,
 } from './table.config';
+import { createPodMetricsTab } from 'container/InfraMonitoringK8sV2/EntityDetailsUtils/createPodMetricsTab';
+
 function K8sDaemonSetsList({
 	controlListPrefix,
 }: {
@@ -64,13 +73,12 @@ function K8sDaemonSetsList({
 					warning: data.warning,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch daemonsets';
 				return {
 					type: 'list' as const,
 					records: [] as InframonitoringtypesDaemonSetRecordDTO[],
 					total: 0,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -82,7 +90,7 @@ function K8sDaemonSetsList({
 			signal?: AbortSignal,
 		): Promise<{
 			data: InframonitoringtypesDaemonSetRecordDTO | null;
-			error?: string | null;
+			error?: APIError | null;
 		}> => {
 			try {
 				const response = await listDaemonSets(
@@ -99,19 +107,29 @@ function K8sDaemonSetsList({
 					data: response.data.records.length > 0 ? response.data.records[0] : null,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch daemonset';
 				return {
 					data: null,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
 		[],
 	);
+	const customTabs = useMemo(
+		() => [
+			createPodMetricsTab<InframonitoringtypesDaemonSetRecordDTO>({
+				getQueryPayload: getDaemonSetPodMetricsQueryPayload,
+				category: InfraMonitoringEntity.DAEMONSETS,
+				queryKey: 'daemonSetPodMetrics',
+			}),
+		],
+		[],
+	);
+
 	return (
 		<>
-			<K8sBaseList<InframonitoringtypesDaemonSetRecordDTO>
+			<K8sBaseList<InframonitoringtypesDaemonSetRecordDTO, SelectedItemParams>
 				controlListPrefix={controlListPrefix}
 				entity={InfraMonitoringEntity.DAEMONSETS}
 				tableColumns={k8sDaemonSetsColumnsConfig}
@@ -132,6 +150,7 @@ function K8sDaemonSetsList({
 				entityWidgetInfo={daemonSetWidgetInfo}
 				getEntityQueryPayload={getDaemonSetMetricsQueryPayload}
 				queryKeyPrefix="daemonset"
+				customTabs={customTabs}
 			/>
 		</>
 	);

frontend/src/container/InfraMonitoringK8sV2/DaemonSets/constants.ts

@@ -7,13 +7,24 @@ import { DataSource, ReduceOperators } from 'types/common/queryBuilder';
 import { v4 } from 'uuid';
 
 import { K8sDetailsMetadataConfig } from '../Base/K8sBaseDetails';
-import { formatValueForExpression } from 'components/QueryBuilderV2/utils';
-import { INFRA_MONITORING_ATTR_KEYS } from '../constants';
+import {
+	getPodUtilizationByPodQueryPayloads,
+	INFRA_MONITORING_ATTR_KEYS,
+} from '../constants';
+import { SelectedItemParams } from '../hooks';
+import {
+	buildEventsExpression,
+	buildExpressionFromSelectedItemParams,
+	buildLogsTracesExpression,
+} from 'container/InfraMonitoringK8sV2/Base/utils';
 
 export const k8sDaemonSetGetSelectedItemExpression = (
-	selectedItemId: string,
+	params: SelectedItemParams,
 ): string =>
-	`${INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME} = ${formatValueForExpression(selectedItemId)}`;
+	buildExpressionFromSelectedItemParams(
+		params,
+		INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME,
+	);
 
 export const k8sDaemonSetDetailsMetadataConfig: K8sDetailsMetadataConfig<InframonitoringtypesDaemonSetRecordDTO>[] =
 	[
@@ -37,12 +48,23 @@ export const k8sDaemonSetDetailsMetadataConfig: K8sDetailsMetadataConfig<Inframo
 export const k8sDaemonSetInitialEventsExpression = (
 	item: InframonitoringtypesDaemonSetRecordDTO,
 ): string =>
-	`${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_KIND} = 'DaemonSet' AND ${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_NAME} = ${formatValueForExpression(item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ?? '')}`;
+	buildEventsExpression({
+		objectKind: 'DaemonSet',
+		objectName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ?? '',
+		clusterName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME],
+		namespaceName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME],
+	});
 
 export const k8sDaemonSetInitialLogTracesExpression = (
 	item: InframonitoringtypesDaemonSetRecordDTO,
 ): string =>
-	`${INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME} = ${formatValueForExpression(item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ?? '')} AND ${INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME} = ${formatValueForExpression(item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? '')}`;
+	buildLogsTracesExpression({
+		mainAttributeKey: INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME,
+		mainAttributeValue:
+			item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME],
+		clusterName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME],
+		namespaceName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME],
+	});
 
 export const k8sDaemonSetGetEntityName = (
 	item: InframonitoringtypesDaemonSetRecordDTO,
@@ -52,18 +74,25 @@ export const daemonSetWidgetInfo = [
 	{
 		title: 'CPU usage, request, limits',
 		yAxisUnit: '',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/daemonsets/#cpu-usage-request-limits',
 	},
 	{
 		title: 'Memory usage, request, limits',
 		yAxisUnit: 'bytes',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/daemonsets/#memory-usage-request-limits',
 	},
 	{
 		title: 'Network IO',
 		yAxisUnit: 'binBps',
+		docPath: '/infrastructure-monitoring/kubernetes/daemonsets/#network-io',
 	},
 	{
 		title: 'Network errors count',
 		yAxisUnit: '',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/daemonsets/#network-errors-count',
 	},
 ];
 
@@ -115,6 +144,40 @@ export const getDaemonSetMetricsQueryPayload = (
 		? 'k8s.namespace.name'
 		: 'k8s_namespace_name';
 
+	const k8sClusterNameKey = dotMetricsEnabled
+		? 'k8s.cluster.name'
+		: 'k8s_cluster_name';
+
+	const clusterName =
+		daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME] ?? '';
+	const namespaceName =
+		daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? '';
+
+	const filters = [
+		{
+			id: 'f1',
+			key: {
+				dataType: DataTypes.String,
+				id: 'k8s_cluster_name--string--tag--false',
+				key: k8sClusterNameKey,
+				type: 'tag',
+			},
+			op: '=',
+			value: clusterName,
+		},
+		{
+			id: 'f2',
+			key: {
+				dataType: DataTypes.String,
+				id: 'k8s_namespace_name--string--tag--false',
+				key: k8sNamespaceNameKey,
+				type: 'tag',
+			},
+			op: '=',
+			value: namespaceName,
+		},
+	];
+
 	return [
 		{
 			selectedTime: 'GLOBAL_TIME',
@@ -148,19 +211,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -202,19 +253,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -256,19 +295,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -344,19 +371,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -398,19 +413,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -452,19 +455,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -540,19 +531,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -641,19 +620,7 @@ export const getDaemonSetMetricsQueryPayload = (
 											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ??
 											'',
 									},
-									{
-										id: '47b3adae',
-										key: {
-											dataType: DataTypes.String,
-											id: 'k8s_namespace_name--string--tag--false',
-											key: k8sNamespaceNameKey,
-											type: 'tag',
-										},
-										op: '=',
-										value:
-											daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ??
-											'',
-									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -712,3 +679,29 @@ export const getDaemonSetMetricsQueryPayload = (
 		},
 	];
 };
+
+export const getDaemonSetPodMetricsQueryPayload = (
+	daemonSet: InframonitoringtypesDaemonSetRecordDTO,
+	start: number,
+	end: number,
+	dotMetricsEnabled: boolean,
+): GetQueryResultsProps[] => {
+	const k8sDaemonSetNameKey = dotMetricsEnabled
+		? 'k8s.daemonset.name'
+		: 'k8s_daemonset_name';
+
+	return getPodUtilizationByPodQueryPayloads(
+		{
+			workloadNameKey: k8sDaemonSetNameKey,
+			workloadNameValue:
+				daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ?? '',
+			clusterName:
+				daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME] ?? '',
+			namespaceName:
+				daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? '',
+		},
+		start,
+		end,
+		dotMetricsEnabled,
+	);
+};

frontend/src/container/InfraMonitoringK8sV2/DaemonSets/table.config.tsx

@@ -6,7 +6,8 @@ import { ExpandButtonWrapper } from 'container/InfraMonitoringK8sV2/components';
 import ColumnHeader from '../Base/ColumnHeader';
 import EntityGroupHeader from '../Base/EntityGroupHeader';
 import K8sGroupCell from '../Base/K8sGroupCell';
-import { formatBytes, getPodPhaseStatusItems } from '../commonUtils';
+import { SelectedItemParams } from '../hooks';
+import { formatBytes, getPodStatusItems } from '../commonUtils';
 import {
 	CellValueTooltip,
 	EntityProgressBar,
@@ -31,8 +32,15 @@ export function getK8sDaemonSetRowKey(
 
 export function getK8sDaemonSetItemKey(
 	daemonSet: InframonitoringtypesDaemonSetRecordDTO,
-): string {
-	return daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] || '';
+): SelectedItemParams {
+	return {
+		selectedItem:
+			daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DAEMONSET_NAME] ?? null,
+		clusterName:
+			daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME] ?? null,
+		namespaceName:
+			daemonSet.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? null,
+	};
 }
 
 export type DaemonSetTableColumnConfig =
@@ -79,11 +87,7 @@ export const k8sDaemonSetsColumnsConfig: DaemonSetTableColumnConfig[] = [
 		visibilityBehavior: 'hidden-on-expand',
 		cell: ({ value }): React.ReactNode => {
 			const daemonsetName = value as string;
-			return (
-				<CellValueTooltip value={daemonsetName}>
-					<TanStackTable.Text>{daemonsetName}</TanStackTable.Text>
-				</CellValueTooltip>
-			);
+			return <CellValueTooltip value={daemonsetName} />;
 		},
 	},
 	{
@@ -100,60 +104,64 @@ export const k8sDaemonSetsColumnsConfig: DaemonSetTableColumnConfig[] = [
 		enableResize: true,
 		cell: ({ value }): React.ReactNode => {
 			const namespaceName = value as string;
-			return (
-				<CellValueTooltip value={namespaceName}>
-					<TanStackTable.Text>{namespaceName}</TanStackTable.Text>
-				</CellValueTooltip>
-			);
+			return <CellValueTooltip value={namespaceName} />;
 		},
 	},
 	{
-		id: 'pod_counts_by_phase',
+		id: 'pod_counts_by_status',
 		header: (): React.ReactNode => (
-			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/daemonsets#pod-counts-by-phase">
-				Pod Phases
+			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/daemonsets#pod-counts-by-status">
+				Pod Status
 			</ColumnHeader>
 		),
 		accessorFn: (
 			row,
-		): InframonitoringtypesDaemonSetRecordDTO['podCountsByPhase'] =>
-			row.podCountsByPhase,
+		): InframonitoringtypesDaemonSetRecordDTO['podCountsByStatus'] =>
+			row.podCountsByStatus,
 		width: { min: 250 },
 		enableSort: false,
 		enableResize: true,
 		cell: ({ row }): React.ReactNode => {
-			const podCountsByPhase = row.podCountsByPhase;
-			if (!podCountsByPhase) {
+			const podCountsByStatus = row.podCountsByStatus;
+			if (!podCountsByStatus) {
 				return <TanStackTable.Text>-</TanStackTable.Text>;
 			}
-			return (
-				<GroupedStatusCounts items={getPodPhaseStatusItems(podCountsByPhase)} />
-			);
+			return <GroupedStatusCounts items={getPodStatusItems(podCountsByStatus)} />;
 		},
 	},
 	{
-		id: 'node_status',
+		id: 'scheduled_nodes',
 		header: (): React.ReactNode => (
-			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/daemonsets#node-status">
-				Node Status
+			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/daemonsets#scheduled-nodes">
+				Scheduled Nodes
 			</ColumnHeader>
 		),
 		accessorFn: (row): number => row.currentNodes,
-		width: { min: 180 },
+		width: { min: 210 },
 		enableSort: false,
 		enableResize: true,
 		cell: ({ row }): React.ReactNode => (
 			<GroupedStatusCounts
 				items={[
+					{
+						value: row.readyNodes,
+						label: 'Ready',
+						color: Color.BG_FOREST_500,
+					},
 					{
 						value: row.currentNodes,
 						label: 'Current',
-						color: Color.BG_FOREST_500,
+						color: Color.BG_ROBIN_500,
 					},
 					{
 						value: row.desiredNodes,
 						label: 'Desired',
-						color: Color.BG_ROBIN_500,
+						color: Color.BG_SAKURA_400,
+					},
+					{
+						value: row.misscheduledNodes,
+						label: 'Misscheduled',
+						color: Color.BG_AMBER_500,
 					},
 				]}
 			/>
@@ -312,6 +320,30 @@ export const k8sDaemonSetsColumnsConfig: DaemonSetTableColumnConfig[] = [
 			);
 		},
 	},
+	{
+		id: 'ready_nodes',
+		header: (): React.ReactNode => (
+			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/daemonsets#ready">
+				Ready Nodes
+			</ColumnHeader>
+		),
+		accessorFn: (row): number => row.readyNodes,
+		width: { min: 140 },
+		enableSort: true,
+		defaultVisibility: false,
+		cell: ({ value }): React.ReactNode => {
+			const readyNodes = value as number;
+			return (
+				<ValidateColumnValueWrapper
+					value={readyNodes}
+					entity={InfraMonitoringEntity.DAEMONSETS}
+					attribute="ready node"
+				>
+					<TanStackTable.Text>{readyNodes}</TanStackTable.Text>
+				</ValidateColumnValueWrapper>
+			);
+		},
+	},
 	{
 		id: 'current_nodes',
 		header: (): React.ReactNode => (
@@ -360,4 +392,28 @@ export const k8sDaemonSetsColumnsConfig: DaemonSetTableColumnConfig[] = [
 			);
 		},
 	},
+	{
+		id: 'misscheduled_nodes',
+		header: (): React.ReactNode => (
+			<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/daemonsets#misscheduled">
+				Misscheduled Nodes
+			</ColumnHeader>
+		),
+		accessorFn: (row): number => row.misscheduledNodes,
+		width: { min: 140 },
+		enableSort: true,
+		defaultVisibility: false,
+		cell: ({ value }): React.ReactNode => {
+			const misscheduledNodes = value as number;
+			return (
+				<ValidateColumnValueWrapper
+					value={misscheduledNodes}
+					entity={InfraMonitoringEntity.DAEMONSETS}
+					attribute="misscheduled node"
+				>
+					<TanStackTable.Text>{misscheduledNodes}</TanStackTable.Text>
+				</ValidateColumnValueWrapper>
+			);
+		},
+	},
 ];

frontend/src/container/InfraMonitoringK8sV2/Deployments/K8sDeploymentsList.tsx

@@ -1,19 +1,25 @@
-import { useCallback } from 'react';
+import { useCallback, useMemo } from 'react';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import { listDeployments } from 'api/generated/services/inframonitoring';
+import { RenderErrorResponseDTO } from 'api/generated/services/sigNoz.schemas';
+import { AxiosError } from 'axios';
 import {
 	InframonitoringtypesDeploymentRecordDTO,
 	InframonitoringtypesResponseTypeDTO,
 	Querybuildertypesv5OrderDirectionDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { InfraMonitoringEvents } from 'constants/events';
+import APIError from 'types/api/error';
 
 import K8sBaseDetails, { K8sDetailsFilters } from '../Base/K8sBaseDetails';
 import { K8sBaseList } from '../Base/K8sBaseList';
 import { K8sBaseFilters } from '../Base/types';
 import { InfraMonitoringEntity } from '../constants';
+import { SelectedItemParams } from '../hooks';
 import {
 	deploymentWidgetInfo,
 	getDeploymentMetricsQueryPayload,
+	getDeploymentPodMetricsQueryPayload,
 	k8sDeploymentDetailsMetadataConfig,
 	k8sDeploymentGetEntityName,
 	k8sDeploymentGetSelectedItemExpression,
@@ -25,6 +31,7 @@ import {
 	getK8sDeploymentRowKey,
 	k8sDeploymentsColumnsConfig,
 } from './table.config';
+import { createPodMetricsTab } from 'container/InfraMonitoringK8sV2/EntityDetailsUtils/createPodMetricsTab';
 
 function K8sDeploymentsList({
 	controlListPrefix,
@@ -67,13 +74,12 @@ function K8sDeploymentsList({
 					warning: data.warning,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch deployments';
 				return {
 					type: 'list' as const,
 					records: [] as InframonitoringtypesDeploymentRecordDTO[],
 					total: 0,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
@@ -86,7 +92,7 @@ function K8sDeploymentsList({
 			signal?: AbortSignal,
 		): Promise<{
 			data: InframonitoringtypesDeploymentRecordDTO | null;
-			error?: string | null;
+			error?: APIError | null;
 		}> => {
 			try {
 				const response = await listDeployments(
@@ -104,20 +110,30 @@ function K8sDeploymentsList({
 					data: response.data.records.length > 0 ? response.data.records[0] : null,
 				};
 			} catch (error) {
-				const errMsg =
-					error instanceof Error ? error.message : 'Failed to fetch deployment';
 				return {
 					data: null,
-					error: errMsg,
+					error:
+						convertToApiError(error as AxiosError<RenderErrorResponseDTO>) ?? null,
 				};
 			}
 		},
 		[],
 	);
 
+	const customTabs = useMemo(
+		() => [
+			createPodMetricsTab<InframonitoringtypesDeploymentRecordDTO>({
+				getQueryPayload: getDeploymentPodMetricsQueryPayload,
+				category: InfraMonitoringEntity.DEPLOYMENTS,
+				queryKey: 'deploymentPodMetrics',
+			}),
+		],
+		[],
+	);
+
 	return (
 		<>
-			<K8sBaseList<InframonitoringtypesDeploymentRecordDTO>
+			<K8sBaseList<InframonitoringtypesDeploymentRecordDTO, SelectedItemParams>
 				controlListPrefix={controlListPrefix}
 				entity={InfraMonitoringEntity.DEPLOYMENTS}
 				tableColumns={k8sDeploymentsColumnsConfig}
@@ -139,6 +155,7 @@ function K8sDeploymentsList({
 				entityWidgetInfo={deploymentWidgetInfo}
 				getEntityQueryPayload={getDeploymentMetricsQueryPayload}
 				queryKeyPrefix="deployment"
+				customTabs={customTabs}
 			/>
 		</>
 	);

frontend/src/container/InfraMonitoringK8sV2/Deployments/constants.ts

@@ -7,13 +7,24 @@ import { DataSource, ReduceOperators } from 'types/common/queryBuilder';
 import { v4 } from 'uuid';
 
 import { K8sDetailsMetadataConfig } from '../Base/K8sBaseDetails';
-import { formatValueForExpression } from 'components/QueryBuilderV2/utils';
-import { INFRA_MONITORING_ATTR_KEYS } from '../constants';
+import {
+	getPodUtilizationByPodQueryPayloads,
+	INFRA_MONITORING_ATTR_KEYS,
+} from '../constants';
+import { SelectedItemParams } from '../hooks';
+import {
+	buildEventsExpression,
+	buildExpressionFromSelectedItemParams,
+	buildLogsTracesExpression,
+} from 'container/InfraMonitoringK8sV2/Base/utils';
 
 export const k8sDeploymentGetSelectedItemExpression = (
-	selectedItemId: string,
+	params: SelectedItemParams,
 ): string =>
-	`${INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME} = ${formatValueForExpression(selectedItemId)}`;
+	buildExpressionFromSelectedItemParams(
+		params,
+		INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME,
+	);
 
 export const k8sDeploymentDetailsMetadataConfig: K8sDetailsMetadataConfig<InframonitoringtypesDeploymentRecordDTO>[] =
 	[
@@ -36,24 +47,24 @@ export const k8sDeploymentDetailsMetadataConfig: K8sDetailsMetadataConfig<Infram
 
 export const k8sDeploymentInitialEventsExpression = (
 	item: InframonitoringtypesDeploymentRecordDTO,
-): string => {
-	const objectName = formatValueForExpression(
-		item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ?? '',
-	);
-	return `${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_KIND} = 'Deployment' AND ${INFRA_MONITORING_ATTR_KEYS.K8S_OBJECT_NAME} = ${objectName}`;
-};
+): string =>
+	buildEventsExpression({
+		objectKind: 'Deployment',
+		objectName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ?? '',
+		clusterName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME],
+		namespaceName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME],
+	});
 
 export const k8sDeploymentInitialLogTracesExpression = (
 	item: InframonitoringtypesDeploymentRecordDTO,
-): string => {
-	const deploymentName = formatValueForExpression(
-		item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ?? '',
-	);
-	const namespaceName = formatValueForExpression(
-		item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? '',
-	);
-	return `${INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME} = ${deploymentName} AND ${INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME} = ${namespaceName}`;
-};
+): string =>
+	buildLogsTracesExpression({
+		mainAttributeKey: INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME,
+		mainAttributeValue:
+			item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME],
+		clusterName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME],
+		namespaceName: item.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME],
+	});
 
 export const k8sDeploymentGetEntityName = (
 	item: InframonitoringtypesDeploymentRecordDTO,
@@ -63,18 +74,25 @@ export const deploymentWidgetInfo = [
 	{
 		title: 'CPU usage, request, limits',
 		yAxisUnit: '',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/deployments/#cpu-usage-request-limits',
 	},
 	{
 		title: 'Memory usage, request, limits',
 		yAxisUnit: 'bytes',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/deployments/#memory-usage-request-limits',
 	},
 	{
 		title: 'Network IO',
 		yAxisUnit: 'binBps',
+		docPath: '/infrastructure-monitoring/kubernetes/deployments/#network-io',
 	},
 	{
 		title: 'Network error count',
 		yAxisUnit: '',
+		docPath:
+			'/infrastructure-monitoring/kubernetes/deployments/#network-error-count',
 	},
 ];
 
@@ -121,6 +139,43 @@ export const getDeploymentMetricsQueryPayload = (
 		: 'k8s_deployment_name';
 
 	const k8sPodNameKey = dotMetricsEnabled ? 'k8s.pod.name' : 'k8s_pod_name';
+	const k8sClusterNameKey = dotMetricsEnabled
+		? 'k8s.cluster.name'
+		: 'k8s_cluster_name';
+	const k8sNamespaceNameKey = dotMetricsEnabled
+		? 'k8s.namespace.name'
+		: 'k8s_namespace_name';
+
+	const clusterName =
+		deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME] ?? '';
+
+	const namespaceName =
+		deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? '';
+
+	const filters = [
+		{
+			id: 'f1',
+			key: {
+				dataType: DataTypes.String,
+				id: 'k8s_cluster_name--string--tag--false',
+				key: k8sClusterNameKey,
+				type: 'tag',
+			},
+			op: '=',
+			value: clusterName,
+		},
+		{
+			id: 'f2',
+			key: {
+				dataType: DataTypes.String,
+				id: 'k8s_namespace_name--string--tag--false',
+				key: k8sNamespaceNameKey,
+				type: 'tag',
+			},
+			op: '=',
+			value: namespaceName,
+		},
+	];
 
 	return [
 		{
@@ -155,6 +210,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -196,6 +252,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -237,6 +294,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -312,6 +370,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -353,6 +412,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -394,6 +454,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -469,6 +530,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -557,6 +619,7 @@ export const getDeploymentMetricsQueryPayload = (
 											deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ??
 											'',
 									},
+									...filters,
 								],
 								op: 'AND',
 							},
@@ -615,3 +678,29 @@ export const getDeploymentMetricsQueryPayload = (
 		},
 	];
 };
+
+export const getDeploymentPodMetricsQueryPayload = (
+	deployment: InframonitoringtypesDeploymentRecordDTO,
+	start: number,
+	end: number,
+	dotMetricsEnabled: boolean,
+): GetQueryResultsProps[] => {
+	const k8sDeploymentNameKey = dotMetricsEnabled
+		? 'k8s.deployment.name'
+		: 'k8s_deployment_name';
+
+	return getPodUtilizationByPodQueryPayloads(
+		{
+			workloadNameKey: k8sDeploymentNameKey,
+			workloadNameValue:
+				deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ?? '',
+			clusterName:
+				deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME] ?? '',
+			namespaceName:
+				deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? '',
+		},
+		start,
+		end,
+		dotMetricsEnabled,
+	);
+};

frontend/src/container/InfraMonitoringK8sV2/Deployments/table.config.tsx

@@ -6,7 +6,8 @@ import { ExpandButtonWrapper } from 'container/InfraMonitoringK8sV2/components';
 import ColumnHeader from '../Base/ColumnHeader';
 import EntityGroupHeader from '../Base/EntityGroupHeader';
 import K8sGroupCell from '../Base/K8sGroupCell';
-import { formatBytes, getPodPhaseStatusItems } from '../commonUtils';
+import { SelectedItemParams } from '../hooks';
+import { formatBytes, getPodStatusItems } from '../commonUtils';
 import {
 	CellValueTooltip,
 	EntityProgressBar,
@@ -31,8 +32,15 @@ export function getK8sDeploymentRowKey(
 
 export function getK8sDeploymentItemKey(
 	deployment: InframonitoringtypesDeploymentRecordDTO,
-): string {
-	return deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] || '';
+): SelectedItemParams {
+	return {
+		selectedItem:
+			deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_DEPLOYMENT_NAME] ?? null,
+		clusterName:
+			deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_CLUSTER_NAME] ?? null,
+		namespaceName:
+			deployment.meta?.[INFRA_MONITORING_ATTR_KEYS.K8S_NAMESPACE_NAME] ?? null,
+	};
 }
 
 export const k8sDeploymentsColumnsConfig: TableColumnDef<InframonitoringtypesDeploymentRecordDTO>[] =
@@ -80,11 +88,7 @@ export const k8sDeploymentsColumnsConfig: TableColumnDef<InframonitoringtypesDep
 			visibilityBehavior: 'hidden-on-expand',
 			cell: ({ value }): React.ReactNode => {
 				const deploymentName = value as string;
-				return (
-					<CellValueTooltip value={deploymentName}>
-						<TanStackTable.Text>{deploymentName}</TanStackTable.Text>
-					</CellValueTooltip>
-				);
+				return <CellValueTooltip value={deploymentName} />;
 			},
 		},
 		{
@@ -104,31 +108,29 @@ export const k8sDeploymentsColumnsConfig: TableColumnDef<InframonitoringtypesDep
 			),
 		},
 		{
-			id: 'podCountsByPhase',
+			id: 'podCountsByStatus',
 			header: (): React.ReactNode => (
-				<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/deployments#pod-counts-by-phase">
-					Pod Phases
+				<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/deployments#pod-counts-by-status">
+					Pod Status
 				</ColumnHeader>
 			),
-			accessorFn: (row): object | undefined => row.podCountsByPhase,
+			accessorFn: (row): object | undefined => row.podCountsByStatus,
 			width: { min: 250 },
 			enableSort: false,
 			enableResize: true,
 			cell: ({ row }): React.ReactNode => {
-				const podCountsByPhase = row.podCountsByPhase;
-				if (!podCountsByPhase) {
+				const podCountsByStatus = row.podCountsByStatus;
+				if (!podCountsByStatus) {
 					return <TanStackTable.Text>-</TanStackTable.Text>;
 				}
-				return (
-					<GroupedStatusCounts items={getPodPhaseStatusItems(podCountsByPhase)} />
-				);
+				return <GroupedStatusCounts items={getPodStatusItems(podCountsByStatus)} />;
 			},
 		},
 		{
-			id: 'replica_status',
+			id: 'pod_replicas',
 			header: (): React.ReactNode => (
-				<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/deployments#replica-status">
-					Replica Status
+				<ColumnHeader docPath="/infrastructure-monitoring/kubernetes/deployments#pod-replicas">
+					Pod Replicas
 				</ColumnHeader>
 			),
 			accessorFn: (row): number => row.availablePods,

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/ChartHeader.module.scss

@@ -0,0 +1,32 @@
+.chartHeader {
+	display: inline-flex;
+	align-items: center;
+	gap: var(--spacing-2);
+}
+
+.infoIcon {
+	display: inline-flex;
+	align-items: center;
+	color: var(--l2-foreground);
+	cursor: pointer;
+
+	&:hover {
+		color: var(--text-slate-primary);
+	}
+}
+
+.metricsExplorerLink {
+	display: inline-flex;
+	align-items: center;
+	color: var(--l2-foreground);
+	transition: opacity 0.2s;
+
+	&:hover {
+		color: var(--l3-foreground);
+	}
+}
+
+.chartHeaderLabel {
+	font-size: var(--periscope-font-size-base);
+	color: var(--l2-foreground);
+}

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/ChartHeader.tsx

@@ -0,0 +1,83 @@
+import { Link } from 'react-router-dom';
+import { Compass, Info } from '@signozhq/icons';
+import { Tooltip } from 'antd';
+
+import styles from './ChartHeader.module.scss';
+
+const DOCS_BASE_URL = `${process.env.DOCS_BASE_URL}/docs`;
+
+interface ChartHeaderProps {
+	title: string;
+	docPath?: string;
+	tooltip?: string;
+	metricsExplorerUrl?: string;
+	metricsExplorerTestId?: string;
+}
+
+function ChartHeader({
+	title,
+	docPath,
+	tooltip,
+	metricsExplorerUrl,
+	metricsExplorerTestId = 'open-metrics-explorer',
+}: ChartHeaderProps): JSX.Element {
+	const renderInfoIcon = (): React.ReactNode => {
+		if (docPath) {
+			const tooltipTitle = tooltip || 'Not sure what this represents?';
+			return (
+				<Tooltip
+					arrow
+					title={
+						<>
+							{tooltipTitle}{' '}
+							<a
+								href={`${DOCS_BASE_URL}${docPath}`}
+								target="_blank"
+								rel="noopener"
+								onClick={(e): void => e.stopPropagation()}
+							>
+								Learn more.
+							</a>
+						</>
+					}
+				>
+					<span className={styles.infoIcon} data-testid="chart-header-info-icon">
+						<Info size="md" />
+					</span>
+				</Tooltip>
+			);
+		}
+
+		if (tooltip) {
+			return (
+				<Tooltip title={tooltip}>
+					<span className={styles.infoIcon} data-testid="chart-header-info-icon">
+						<Info size="md" />
+					</span>
+				</Tooltip>
+			);
+		}
+
+		return null;
+	};
+
+	return (
+		<div className={styles.chartHeader} data-testid="chart-header">
+			<span className={styles.chartHeaderLabel}>{title}</span>
+			{renderInfoIcon()}
+			{metricsExplorerUrl && (
+				<Tooltip title="Open in Metrics Explorer">
+					<Link
+						to={metricsExplorerUrl}
+						className={styles.metricsExplorerLink}
+						data-testid={metricsExplorerTestId}
+					>
+						<Compass size={14} />
+					</Link>
+				</Tooltip>
+			)}
+		</div>
+	);
+}
+
+export default ChartHeader;

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/EntityMetrics.module.scss

@@ -14,28 +14,6 @@
 	box-sizing: border-box;
 }
 
-.entityMetricsTitleContainer {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-}
-
-.entityMetricsTitle {
-	font-size: var(--periscope-font-size-base);
-	color: var(--l2-foreground);
-}
-
-.metricsExplorerLink {
-	display: flex;
-	align-items: center;
-	color: var(--l2-foreground);
-	transition: opacity 0.2s;
-
-	&:hover {
-		color: var(--l3-foreground);
-	}
-}
-
 .metricsHeader {
 	display: flex;
 	justify-content: flex-end;

frontend/src/container/InfraMonitoringK8sV2/EntityDetailsUtils/EntityMetrics/EntityMetrics.tsx

@@ -1,8 +1,6 @@
 import { useCallback, useMemo, useRef } from 'react';
 import { UseQueryResult } from 'react-query';
-import { Link } from 'react-router-dom';
-import { Compass } from '@signozhq/icons';
-import { Skeleton, Tooltip } from 'antd';
+import { Skeleton } from 'antd';
 import cx from 'classnames';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import TimeSeries from 'container/DashboardContainer/visualization/charts/TimeSeries/TimeSeries';
@@ -24,6 +22,7 @@ import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
 import { getMetricsExplorerUrl } from 'utils/explorerUtils';
 
 import { buildEntityMetricsChartConfig } from './configBuilder';
+import ChartHeader from './ChartHeader';
 
 import { useEntityMetrics } from './hooks';
 import { isKeyNotFoundError } from '../utils';
@@ -47,6 +46,7 @@ interface EntityMetricsProps<T> {
 	entityWidgetInfo: {
 		title: string;
 		yAxisUnit: string;
+		docPath?: string;
 	}[];
 	getEntityQueryPayload: (
 		node: T,
@@ -207,31 +207,24 @@ function EntityMetrics<T>({
 						key={entityWidgetInfo[idx].title}
 						className={styles.entityMetricsCol}
 					>
-						<div className={styles.entityMetricsTitleContainer}>
-							<span className={styles.entityMetricsTitle}>
-								{entityWidgetInfo[idx].title}
-							</span>
-							{queryPayloads[idx] &&
-								queryPayloads[idx].graphType !== PANEL_TYPES.TABLE && (
-									<Tooltip title="Open in Metrics Explorer">
-										<Link
-											to={getMetricsExplorerUrl({
-												query: queryPayloads[idx].query,
-												...(selectedInterval && selectedInterval !== 'custom'
-													? { relativeTime: selectedInterval }
-													: {
-															startTimeMs: timeRange.startTime * 1000,
-															endTimeMs: timeRange.endTime * 1000,
-														}),
-											})}
-											className={styles.metricsExplorerLink}
-											data-testid={`open-metrics-explorer-${idx}`}
-										>
-											<Compass size={14} />
-										</Link>
-									</Tooltip>
-								)}
-						</div>
+						<ChartHeader
+							title={entityWidgetInfo[idx].title}
+							docPath={entityWidgetInfo[idx].docPath}
+							metricsExplorerUrl={
+								queryPayloads[idx] && queryPayloads[idx].graphType !== PANEL_TYPES.TABLE
+									? getMetricsExplorerUrl({
+											query: queryPayloads[idx].query,
+											...(selectedInterval && selectedInterval !== 'custom'
+												? { relativeTime: selectedInterval }
+												: {
+														startTimeMs: timeRange.startTime * 1000,
+														endTimeMs: timeRange.endTime * 1000,
+													}),
+										})
+									: undefined
+							}
+							metricsExplorerTestId={`open-metrics-explorer-${idx}`}
+						/>
 						<div className={styles.entityMetricsCard} ref={graphRef}>
 							{renderCardContent(query, idx)}
 						</div>