feat: add unit tests for error handling and retry functionality

.claude/agents/playwright-test-generator.md

@@ -20,16 +20,6 @@ You are the Playwright Test Generator for the SigNoz frontend. You take a plan w
     await expect(page.getByRole('tab', { name: /alert rules/i })).toBeVisible();
   });
   ```
-- **Extended fixtures:** For features needing complex setup (seeded data, API calls, cleanup), import from domain-specific fixtures that extend `auth`. See [docs/contributing/tests/e2e.md](../../docs/contributing/tests/e2e.md) for the full pattern.
-  - `fixtures/alerts/alert-rules` — worker-scoped rule list + test-scoped rule factory
-  - `fixtures/alerts/alert-history` — extends alert-rules, adds history fixtures (waits on ruler evaluation)
-  ```ts
-  // Alert list tests - need rules, no history
-  import { test, expect } from '../../../fixtures/alerts/alert-rules';
-  
-  // Alert history tests - need evaluated history rows
-  import { test, expect } from '../../../fixtures/alerts/alert-history';
-  ```
 - **Test titles:** `TC-NN <short description>` — matches the planner's IDs.
 - **Self-contained state.** The bootstrap creates a fresh stack with **zero** dashboards / alerts / etc. — never assume pre-existing data. Two cleanup shapes are valid; pick based on the spec size:
   - **Per-test `try / finally`** — small specs (~ <10 scenarios) where each test owns its data.

.claude/agents/playwright-test-healer.md

@@ -49,7 +49,6 @@ Don't try to start the stack yourself — it can take ~4 minutes on a cold build
 - **The list pages render zero-state when the workspace is empty.** Many locators (search input, sort button, `new-dashboard-cta` testid, "All Dashboards" header) are absent in zero-state. A 30s timeout on those usually means the workspace was empty — seed first via `createDashboardViaApi`.
 - **The "Enter dashboard name…" inline field is a `RequestDashboardBtn` (template-request feedback form), not a create flow.** Tests that try to use it to create a named dashboard will silently no-op. The only UI create paths are the "New dashboard" dropdown → "Create dashboard" (default name "Sample Title", see `DEFAULT_DASHBOARD_TITLE`) or "Import JSON".
 - **Auth.** `tests/e2e/fixtures/auth.ts` logs in once per worker and caches `storageState` (cookies + localStorage with `AUTH_TOKEN`). For API-driven seeding/cleanup, use `authToken(page)` from `helpers/dashboards.ts` and pass `Authorization: Bearer <token>`. Never re-implement login.
-- **Extended fixtures.** Domain-specific fixtures extend `auth` and add seeded data. Alerts uses `fixtures/alerts/alert-rules` (worker-scoped rule list, test-scoped factory) and `fixtures/alerts/alert-history` (extends alert-rules, waits on ruler evaluation). See [docs/contributing/tests/e2e.md](../../docs/contributing/tests/e2e.md) for the pattern. When a test fails on missing data, check if it imports the wrong fixture level.
 - **Ant Design popovers** (sort menu, action menu) are click-toggle. The trigger element is often an inline `<svg>` with a `data-testid` — clicking it opens the popover; clicking it again closes. After selecting an option, the popover auto-closes. If a test interacts with the popover twice, wait for the menu items to be visible explicitly between toggles.
 - **Artifacts.** Every failed test writes to `tests/e2e/artifacts/results/<test-slug>/` — the `error-context.md` accessibility snapshot is the fastest way to see what the page actually looked like when it failed.
 - **Type-check.** After edits, run `npx tsc --noEmit -p tests/e2e/tsconfig.json` if it succeeds, or rely on `npx playwright test --list` to validate the spec parses.

.github/workflows/integrationci.yaml

@@ -62,7 +62,6 @@ jobs:
           - role
           - rootuser
           - savedview
-          - semconvfamilies
           - serviceaccount
           - spanmapper
           - querier_json_body

docs/api/openapi.yml

@@ -8010,7 +8010,6 @@ components:
       - logs
       - metrics
       - meter
-      - ai_observability
       type: string
     SavedviewtypesUpdatableSavedView:
       properties:
@@ -8801,7 +8800,6 @@ components:
       - span
       - trace
       - resource
-      - scope
       - attribute
       - body
       - ""
@@ -9222,10 +9220,6 @@ paths:
         name: name
         schema:
           type: string
-      - in: query
-        name: existingQuery
-        schema:
-          type: string
       responses:
         "200":
           content:
@@ -15473,8 +15467,10 @@ paths:
                 $ref: '#/components/schemas/RenderErrorResponse'
           description: Internal Server Error
       security:
-      - api_key: []
-      - tokenizer: []
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
       summary: Get features
       tags:
       - features

docs/contributing/tests/e2e.md

@@ -112,41 +112,6 @@ These two folders look similar but mean different things:
 
 Rule of thumb: if it's a `test.extend` fixture, put it in `fixtures/`. If it's a function you call explicitly (or a constant the function uses), put it in `helpers/`. If it's a static file the helpers read, put it in `testdata/`.
 
-### Extended fixtures
-
-For features needing complex setup (API-seeded data, ruler evaluation waits, cleanup), create domain-specific fixtures that extend `auth`. Group them in `fixtures/<domain>/`.
-
-**Fixture scopes:**
-- **test scope** — fresh data per test. Use for mutations (edit, delete, rename).
-- **worker scope** — shared across tests in one worker. Use for read-only data. Worker scope pays the setup cost once per worker instead of once per test.
-
-**The alerts pattern** (`fixtures/alerts/`) demonstrates extending fixtures:
-
-```
-fixtures/alerts/
-├── alert-rules.ts   # extends auth — worker-scoped rule list + test-scoped factory
-└── alert-history.ts # extends alert-rules — adds history fixtures (waits on ruler)
-```
-
-Specs import from the fixture they need:
-
-```ts
-// List tests — just need rules, no history
-import { test, expect } from '../../../fixtures/alerts/alert-rules';
-
-// History tests — need history rows from ruler evaluation
-import { test, expect } from '../../../fixtures/alerts/alert-history';
-```
-
-**When creating new fixtures:**
-
-1. **Identify scope** — Will tests mutate the data? If yes, test-scoped. If read-only, worker-scoped.
-2. **Group by domain** — Put fixtures in `fixtures/<domain>/`. Helpers in `helpers/<domain>/`.
-3. **Extend existing fixtures** — Chain from `auth` or another fixture to inherit its setup.
-4. **Handle timeouts** — Worker-scoped fixtures that wait on backend processing need explicit timeouts.
-5. **Clean up** — Always delete seeded data in the fixture teardown (after `use()`).
-6. **Extract logic into functions** — Keep the `test.extend()` block lean; move setup/teardown logic to named functions so the extend block reads as a manifest of "what fixtures exist."
-
 Each spec follows these principles:
 
 1. **Directory per feature**: `tests/e2e/tests/<feature>/*.spec.ts`. Cross-resource junction concerns (e.g. cascade-delete) go in their own file, not packed into one giant spec.
@@ -267,14 +232,11 @@ cd tests/e2e
 # Single feature dir
 npx playwright test tests/alerts/ --project=chromium
 
-# Single sub-area
-npx playwright test tests/alerts/history/ --project=chromium
-
 # Single file
-npx playwright test tests/alerts/page.spec.ts --project=chromium
+npx playwright test tests/alerts/alerts.spec.ts --project=chromium
 
 # Single test by title grep
-npx playwright test --project=chromium -g "AL-01"
+npx playwright test --project=chromium -g "TC-01"
 ```
 
 ### Iterative modes
@@ -308,14 +270,7 @@ yarn test:staging
 | `SIGNOZ_E2E_PASSWORD` | Admin password. Bootstrap writes the integration-test default. |
 | `SIGNOZ_E2E_SEEDER_URL` | Seeder HTTP base URL — hit by specs that need per-test telemetry. |
 
-Precedence in `playwright.config.ts`, lowest to highest: `.env` (user-provided, staging) → `.env.local` (bootstrap-generated, local mode) → whatever is already in `process.env`. The config parses both files itself and only fills in keys the environment does not already define, so exporting a variable always wins:
-
-```bash
-# runs against a locally served frontend, not whatever .env.local points at
-SIGNOZ_E2E_BASE_URL=http://127.0.0.1:3301 pnpm test tests/alerts
-```
-
-This is deliberately not `dotenv.config({ override: true })`. That flag makes the *file* beat `process.env`, which silently discarded exported values — including the `SIGNOZ_E2E_BASE_URL` in `pnpm test:staging`, whenever a `.env.local` happened to exist.
+Loading order in `playwright.config.ts`: `.env` first (user-provided, staging), then `.env.local` with `override: true` (bootstrap-generated, local mode). Anything already set in `process.env` at yarn-test time wins because dotenv doesn't touch vars that are already present.
 
 ### Playwright options
 

ee/query-service/app/api/api.go

@@ -67,7 +67,7 @@ func (ah *APIHandler) RegisterRoutes(router *mux.Router, am *middleware.AuthZ) {
 	// note: add ee override methods first
 
 	// routes available only in ee version
-	router.HandleFunc("/api/v1/features", am.OpenAccess(ah.getFeatureFlags)).Methods(http.MethodGet)
+	router.HandleFunc("/api/v1/features", am.ViewAccess(ah.getFeatureFlags)).Methods(http.MethodGet)
 
 	// base overrides
 	router.HandleFunc("/api/v1/version", am.OpenAccess(ah.getVersion)).Methods(http.MethodGet)

frontend/jest.setup.ts

@@ -62,40 +62,6 @@ if (typeof window.ResizeObserver === 'undefined') {
 	(window as any).ResizeObserver = ResizeObserverMock;
 }
 
-if (typeof globalThis.DOMRect === 'undefined') {
-	(globalThis as any).DOMRect = class DOMRect {
-		x = 0;
-		y = 0;
-		width = 0;
-		height = 0;
-		top = 0;
-		right = 0;
-		bottom = 0;
-		left = 0;
-		constructor(x = 0, y = 0, width = 0, height = 0) {
-			this.x = x;
-			this.y = y;
-			this.width = width;
-			this.height = height;
-			this.top = y;
-			this.right = x + width;
-			this.bottom = y + height;
-			this.left = x;
-		}
-		toJSON(): any {
-			return { x: this.x, y: this.y, width: this.width, height: this.height };
-		}
-		static fromRect(rect?: {
-			x?: number;
-			y?: number;
-			width?: number;
-			height?: number;
-		}): DOMRect {
-			return new DOMRect(rect?.x, rect?.y, rect?.width, rect?.height);
-		}
-	};
-}
-
 // Patch getComputedStyle to handle CSS parsing errors from @signozhq/* packages.
 // These packages inject CSS at import time via style-inject / vite-plugin-css-injected-by-js.
 // jsdom's nwsapi cannot parse some of the injected selectors (e.g. Tailwind's :animate-in),

frontend/package.json

@@ -48,9 +48,9 @@
     "@monaco-editor/react": "^4.7.0",
     "@sentry/react": "10.57.0",
     "@sentry/vite-plugin": "5.3.0",
-    "@signozhq/design-tokens": "2.1.6",
+    "@signozhq/design-tokens": "2.1.4",
     "@signozhq/icons": "0.4.0",
-    "@signozhq/ui": "0.1.0",
+    "@signozhq/ui": "0.0.23",
     "@tanstack/react-table": "8.21.3",
     "@tanstack/react-virtual": "3.13.22",
     "@uiw/codemirror-theme-copilot": "4.23.11",
@@ -238,4 +238,4 @@
     "tmp@<0.2.6": ">=0.2.6 <0.3.0",
     "yaml@>=1.0.0 <1.10.3": ">=1.10.3 <2"
   }
-}
+}

frontend/src/api/ErrorResponseHandler.ts

@@ -53,7 +53,7 @@ export function ErrorResponseHandler(error: AxiosError): ErrorResponse {
 		};
 	}
 	// anything else
-	console.error('ErrorResponseHandler: unclassified error');
+	console.error('any');
 	return {
 		statusCode: 500,
 		payload: null,

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

@@ -3492,7 +3492,6 @@ export enum TelemetrytypesFieldContextDTO {
 	span = 'span',
 	trace = 'trace',
 	resource = 'resource',
-	scope = 'scope',
 	attribute = 'attribute',
 	body = 'body',
 	'' = '',
@@ -9022,7 +9021,6 @@ export enum SavedviewtypesSourceDTO {
 	logs = 'logs',
 	metrics = 'metrics',
 	meter = 'meter',
-	ai_observability = 'ai_observability',
 }
 export interface SavedviewtypesSavedViewSpecDTO {
 	display?: SavedviewtypesDisplayDTO;
@@ -10248,11 +10246,6 @@ export type GetAIObservabilityFieldsValuesParams = {
 	 * @description undefined
 	 */
 	name?: string;
-	/**
-	 * @type string
-	 * @description undefined
-	 */
-	existingQuery?: string;
 };
 
 export type GetAIObservabilityFieldsValues200 = {

frontend/src/components/AlertBreadcrumb/AlertBreadcrumb.tsx

@@ -8,14 +8,12 @@ export interface AlertBreadcrumbProps {
 	items: BreadcrumbItemConfig[];
 	className?: string;
 	showDivider?: boolean;
-	testId?: string;
 }
 
 function AlertBreadcrumb({
 	items,
 	className,
 	showDivider = true,
-	testId,
 }: AlertBreadcrumbProps): JSX.Element {
 	const breadcrumbItems = items.map((item) => ({
 		title: <BreadcrumbItem {...item} />,
@@ -26,7 +24,6 @@ function AlertBreadcrumb({
 			<Breadcrumb
 				className={`${styles.breadcrumb} ${className || ''}`}
 				items={breadcrumbItems}
-				data-testid={testId}
 			/>
 			{showDivider && <Divider className={styles.divider} />}
 		</>

frontend/src/components/FieldsSelector/FieldsSelector.tsx

@@ -28,9 +28,6 @@ interface FieldsSelectorProps {
 	signal: DataSource;
 	maxFields?: number;
 	requiredFields?: readonly string[];
-	// Lets users add a free-typed field which
-	// does not show up in the suggestions
-	allowCustomFields?: boolean;
 	width?: number;
 	height?: number;
 	defaultPosition?: { x: number; y: number };
@@ -49,7 +46,6 @@ function FieldsSelectorContent({
 	signal,
 	maxFields,
 	requiredFields,
-	allowCustomFields,
 	width = DEFAULT_PANEL_WIDTH,
 	height,
 	defaultPosition,
@@ -71,7 +67,7 @@ function FieldsSelectorContent({
 
 	const handleInputChange = useCallback(
 		(e: React.ChangeEvent<HTMLInputElement>): void => {
-			const value = e.target.value.trim();
+			const value = e.target.value.trim().toLowerCase();
 			setInputValue(value);
 			debouncedUpdate(value);
 		},
@@ -157,7 +153,6 @@ function FieldsSelectorContent({
 					addedFields={draftFields}
 					onAdd={handleAdd}
 					isAtLimit={isAtLimit}
-					allowCustomFields={allowCustomFields}
 				/>
 
 				{hasUnsavedChanges && (
@@ -197,7 +192,7 @@ function FieldsSelector({
 		() =>
 			fields.map((f) => ({
 				...f,
-				key: buildCompositeKey(f.name, f.fieldContext, f.fieldDataType),
+				key: f.key ?? buildCompositeKey(f.name, f.fieldContext),
 			})),
 		[fields],
 	);

frontend/src/components/FieldsSelector/OtherFields.tsx

@@ -21,7 +21,6 @@ interface OtherFieldsProps {
 	addedFields: TelemetryFieldKey[];
 	onAdd: (field: TelemetryFieldKey) => void;
 	isAtLimit: boolean;
-	allowCustomFields?: boolean;
 }
 
 function OtherFields({
@@ -30,7 +29,6 @@ function OtherFields({
 	addedFields,
 	onAdd,
 	isAtLimit,
-	allowCustomFields,
 }: OtherFieldsProps): JSX.Element {
 	const { data, isFetching } = useGetQueryKeySuggestions(
 		{
@@ -47,47 +45,25 @@ function OtherFields({
 		},
 	);
 
-	const otherFields = useMemo<TelemetryFieldKey[]>(() => {
-		const rawSuggestions = Object.values(data?.data.data.keys || {}).flat();
+	const otherFields: TelemetryFieldKey[] = useMemo(() => {
+		const suggestions = Object.values(data?.data.data.keys || {}).flat();
 		// Normalize: synthesize `key` once so downstream reads can trust it.
-		const suggestions: TelemetryFieldKey[] = rawSuggestions.map((attr) => ({
-			...attr,
-			key: buildCompositeKey(attr.name, attr.fieldContext, attr.fieldDataType),
-			signal: attr.signal as SignalType,
-			fieldContext: attr.fieldContext as FieldContext,
-			fieldDataType: attr.fieldDataType,
-		}));
-		const addedIds = new Set(
-			addedFields.map((f) =>
-				buildCompositeKey(f.name, f.fieldContext, f.fieldDataType),
-			),
+		const normalizedSuggestions: TelemetryFieldKey[] = suggestions.map(
+			(attr) => ({
+				...attr,
+				key: buildCompositeKey(attr.name, attr.fieldContext as string),
+				signal: attr.signal as SignalType,
+				fieldContext: attr.fieldContext as FieldContext,
+				fieldDataType: attr.fieldDataType,
+			}),
 		);
-		const available = suggestions.filter(
+		const addedIds = new Set(
+			addedFields.map((f) => f.key ?? buildCompositeKey(f.name, f.fieldContext)),
+		);
+		return normalizedSuggestions.filter(
 			(attr) => !addedIds.has(attr.key as string),
 		);
-
-		// Prepend the custom field when its name is not in suggestions and
-		// not already added.
-		const typed = debouncedInputValue.trim();
-		const nameMatches = (list: TelemetryFieldKey[]): boolean =>
-			list.some((f) => f.name.toLowerCase() === typed.toLowerCase());
-		const showCustom =
-			!!allowCustomFields &&
-			typed.length > 0 &&
-			!nameMatches(suggestions) &&
-			!nameMatches(addedFields);
-
-		if (!showCustom) {
-			return available;
-		}
-		const customField: TelemetryFieldKey = {
-			name: typed,
-			fieldContext: '',
-			fieldDataType: '',
-			key: buildCompositeKey(typed, ''),
-		};
-		return [customField, ...available];
-	}, [data, addedFields, allowCustomFields, debouncedInputValue]);
+	}, [data, addedFields]);
 
 	if (isFetching) {
 		return (

frontend/src/components/FieldsSelector/__tests__/AddedFields.test.tsx

@@ -11,7 +11,7 @@ const makeField = (name: string, fieldContext = 'log'): TelemetryFieldKey => ({
 	signal: 'logs',
 	fieldContext: fieldContext as TelemetryFieldKey['fieldContext'],
 	fieldDataType: 'string',
-	key: `${fieldContext}:${name}`,
+	key: `${fieldContext}.${name}`,
 });
 
 describe('AddedFields — requiredFields', () => {
@@ -33,7 +33,7 @@ describe('AddedFields — requiredFields', () => {
 				inputValue=""
 				fields={fields}
 				onFieldsChange={jest.fn()}
-				requiredFields={['log:a', 'log:c']}
+				requiredFields={['log.a', 'log.c']}
 			/>,
 		);
 
@@ -50,7 +50,7 @@ describe('AddedFields — requiredFields', () => {
 				inputValue=""
 				fields={fields}
 				onFieldsChange={jest.fn()}
-				requiredFields={['log:a']}
+				requiredFields={['log.a']}
 			/>,
 		);
 
@@ -68,7 +68,7 @@ describe('AddedFields — requiredFields', () => {
 				inputValue=""
 				fields={fields}
 				onFieldsChange={jest.fn()}
-				requiredFields={['log:body']}
+				requiredFields={['log.body']}
 			/>,
 		);
 
@@ -101,11 +101,11 @@ describe('AddedFields — requiredFields', () => {
 				inputValue=""
 				fields={fields}
 				onFieldsChange={jest.fn()}
-				requiredFields={['log:body']}
+				requiredFields={['log.body']}
 			/>,
 		);
 
-		// 'log:body' locked, 'log:body_extra' removable.
+		// 'log.body' locked, 'log.body_extra' removable.
 		expect(screen.getAllByRole('button', { name: /remove/i })).toHaveLength(1);
 	});
 });

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

@@ -1,188 +0,0 @@
-import { act, fireEvent, render, screen } from 'tests/test-utils';
-import { useGetQueryKeySuggestions } from 'hooks/querySuggestions/useGetQueryKeySuggestions';
-import { TelemetryFieldKey } from 'types/api/v5/queryRange';
-import { DataSource } from 'types/common/queryBuilder';
-
-import FieldsSelector from '../FieldsSelector';
-
-jest.mock('hooks/querySuggestions/useGetQueryKeySuggestions');
-
-jest.mock('@signozhq/ui/sonner', () => ({
-	...jest.requireActual('@signozhq/ui/sonner'),
-	toast: { success: jest.fn(), error: jest.fn() },
-}));
-
-// FloatingPanel is a react-rnd/portal shell — presentation only. Render its
-// children directly so the test exercises the column-editing behavior.
-jest.mock('periscope/components/FloatingPanel', () => ({
-	FloatingPanel: ({ children }: { children: React.ReactNode }): JSX.Element => (
-		<div>{children}</div>
-	),
-}));
-
-const mockSuggestions = (names: string[]): void => {
-	(useGetQueryKeySuggestions as jest.Mock).mockReturnValue({
-		data: {
-			data: {
-				data: {
-					keys: {
-						attributeKeys: names.map((name) => ({
-							name,
-							signal: 'logs',
-							fieldDataType: 'string',
-							fieldContext: '',
-						})),
-					},
-				},
-			},
-		},
-		isFetching: false,
-	});
-};
-
-const field = (name: string, fieldContext = 'log'): TelemetryFieldKey => ({
-	name,
-	signal: 'logs',
-	fieldContext: fieldContext as TelemetryFieldKey['fieldContext'],
-	fieldDataType: 'string',
-});
-
-const renderPanel = (
-	props: Partial<React.ComponentProps<typeof FieldsSelector>> = {},
-): { onFieldsChange: jest.Mock } => {
-	const onFieldsChange = jest.fn();
-	render(
-		<FieldsSelector
-			isOpen
-			title="Edit columns"
-			fields={props.fields ?? []}
-			onFieldsChange={onFieldsChange}
-			onClose={jest.fn()}
-			signal={DataSource.LOGS}
-			allowCustomFields
-			{...props}
-		/>,
-	);
-	return { onFieldsChange };
-};
-
-// Type into the search box and flush the 400ms debounce so OtherFields (driven
-// by the debounced value) recomputes.
-const typeSearch = (value: string): void => {
-	const input = screen.getByPlaceholderText('Search for a field...');
-	act(() => {
-		fireEvent.change(input, { target: { value } });
-	});
-	act(() => {
-		jest.advanceTimersByTime(400);
-	});
-};
-
-describe('FieldsSelector — edit columns (integration)', () => {
-	beforeEach(() => {
-		jest.useFakeTimers();
-		mockSuggestions([]);
-	});
-
-	afterEach(() => {
-		jest.runOnlyPendingTimers();
-		jest.useRealTimers();
-	});
-
-	it('adds a free-typed field end to end and saves the synthesized key', () => {
-		const { onFieldsChange } = renderPanel({ fields: [field('body')] });
-
-		typeSearch('orderId');
-
-		// custom option surfaces in OTHER FIELDS (only Add button, no suggestions)
-		expect(screen.getByText('orderId')).toBeInTheDocument();
-
-		act(() => {
-			fireEvent.click(screen.getByRole('button', { name: /^add$/i }));
-		});
-
-		// moved into ADDED FIELDS → OTHER FIELDS has nothing left to offer
-		expect(screen.getByText('No values found')).toBeInTheDocument();
-
-		// Save commits the draft
-		act(() => {
-			fireEvent.click(screen.getByRole('button', { name: /save changes/i }));
-		});
-
-		expect(onFieldsChange).toHaveBeenCalledTimes(1);
-		const saved = onFieldsChange.mock.calls[0][0] as TelemetryFieldKey[];
-		expect(saved).toStrictEqual(
-			expect.arrayContaining([
-				expect.objectContaining({
-					name: 'orderId',
-					fieldContext: '',
-					fieldDataType: '',
-					key: 'orderId',
-				}),
-			]),
-		);
-	});
-
-	it('adds a suggested field: it moves from OTHER FIELDS into ADDED FIELDS', () => {
-		mockSuggestions(['service.name']);
-		const { onFieldsChange } = renderPanel({ fields: [] });
-
-		const addButton = screen.getByRole('button', { name: /^add$/i });
-		act(() => {
-			fireEvent.click(addButton);
-		});
-
-		// now removable in ADDED FIELDS, no longer offered in OTHER FIELDS
-		expect(screen.getByRole('button', { name: /remove/i })).toBeInTheDocument();
-		expect(
-			screen.queryByRole('button', { name: /^add$/i }),
-		).not.toBeInTheDocument();
-
-		act(() => {
-			fireEvent.click(screen.getByRole('button', { name: /save changes/i }));
-		});
-		const saved = onFieldsChange.mock.calls[0][0] as TelemetryFieldKey[];
-		expect(saved.map((f) => f.name)).toContain('service.name');
-	});
-
-	it('hides the custom option when the typed name is already added', () => {
-		renderPanel({ fields: [field('orderId')] });
-
-		typeSearch('ORDERID');
-
-		// exact name already added → nothing left to offer in OTHER FIELDS
-		expect(screen.queryByText('ORDERID')).not.toBeInTheDocument();
-		expect(screen.getByText('No values found')).toBeInTheDocument();
-	});
-
-	it('does not offer a custom option when allowCustomFields is off', () => {
-		renderPanel({ fields: [], allowCustomFields: false });
-
-		typeSearch('unknown.a.b.c');
-
-		// no custom row and nothing addable
-		expect(screen.queryByText('unknown.a.b.c')).not.toBeInTheDocument();
-		expect(
-			screen.queryByRole('button', { name: /^add$/i }),
-		).not.toBeInTheDocument();
-	});
-
-	it('discards an added field, reverting the draft', () => {
-		const { onFieldsChange } = renderPanel({ fields: [field('body')] });
-
-		typeSearch('orderId');
-		act(() => {
-			fireEvent.click(screen.getByRole('button', { name: /^add$/i }));
-		});
-
-		// clear the search so the added list is not filtered
-		typeSearch('');
-
-		act(() => {
-			fireEvent.click(screen.getByRole('button', { name: /discard/i }));
-		});
-
-		expect(screen.queryByText('orderId')).not.toBeInTheDocument();
-		expect(onFieldsChange).not.toHaveBeenCalled();
-	});
-});

frontend/src/components/FieldsSelector/__tests__/OtherFields.test.tsx

@@ -1,125 +0,0 @@
-import { fireEvent, render, screen } from 'tests/test-utils';
-import { useGetQueryKeySuggestions } from 'hooks/querySuggestions/useGetQueryKeySuggestions';
-import { TelemetryFieldKey } from 'types/api/v5/queryRange';
-import { DataSource } from 'types/common/queryBuilder';
-
-import OtherFields from '../OtherFields';
-
-jest.mock('hooks/querySuggestions/useGetQueryKeySuggestions');
-
-const mockSuggestions = (names: string[]): void => {
-	(useGetQueryKeySuggestions as jest.Mock).mockReturnValue({
-		data: {
-			data: {
-				data: {
-					keys: {
-						attributeKeys: names.map((name) => ({
-							name,
-							signal: 'logs',
-							fieldDataType: 'string',
-							fieldContext: '',
-						})),
-					},
-				},
-			},
-		},
-		isFetching: false,
-	});
-};
-
-const renderOtherFields = (
-	props: Partial<React.ComponentProps<typeof OtherFields>> = {},
-): { onAdd: jest.Mock } => {
-	const onAdd = jest.fn();
-	render(
-		<OtherFields
-			signal={DataSource.LOGS}
-			debouncedInputValue=""
-			addedFields={[]}
-			onAdd={onAdd}
-			isAtLimit={false}
-			allowCustomFields
-			{...props}
-		/>,
-	);
-	return { onAdd };
-};
-
-const addedField = (name: string): TelemetryFieldKey => ({
-	name,
-	signal: 'logs',
-	fieldContext: '',
-	fieldDataType: '',
-	key: name,
-});
-
-describe('OtherFields — custom (free-typed) option', () => {
-	beforeEach(() => {
-		mockSuggestions([]);
-	});
-
-	it('shows a custom option for a typed name that is not a suggestion', () => {
-		renderOtherFields({ debouncedInputValue: 'unknown.a.b.c' });
-
-		expect(screen.getByText('unknown.a.b.c')).toBeInTheDocument();
-		expect(screen.getByRole('button', { name: /add/i })).toBeInTheDocument();
-	});
-
-	it('synthesizes the field with raw name, empty context/type, on add', () => {
-		const { onAdd } = renderOtherFields({ debouncedInputValue: 'orderId' });
-
-		fireEvent.click(screen.getByRole('button', { name: /add/i }));
-
-		expect(onAdd).toHaveBeenCalledWith({
-			name: 'orderId',
-			fieldContext: '',
-			fieldDataType: '',
-			key: 'orderId',
-		});
-	});
-
-	it('hides the custom option when an exact suggestion exists (case-insensitive)', () => {
-		mockSuggestions(['orderId']);
-		renderOtherFields({ debouncedInputValue: 'orderid' });
-
-		// the real suggestion shows, the lowercased custom name does not
-		expect(screen.getByText('orderId')).toBeInTheDocument();
-		expect(screen.queryByText('orderid')).not.toBeInTheDocument();
-	});
-
-	it('hides the custom option when the name is already added (case-insensitive)', () => {
-		renderOtherFields({
-			debouncedInputValue: 'ORDERID',
-			addedFields: [addedField('orderId')],
-		});
-
-		expect(screen.queryByText('ORDERID')).not.toBeInTheDocument();
-		expect(screen.getByText('No values found')).toBeInTheDocument();
-	});
-
-	it('does not show the custom option when allowCustomFields is off', () => {
-		renderOtherFields({
-			debouncedInputValue: 'unknown.a.b.c',
-			allowCustomFields: false,
-		});
-
-		expect(screen.queryByText('unknown.a.b.c')).not.toBeInTheDocument();
-		expect(screen.getByText('No values found')).toBeInTheDocument();
-	});
-
-	it('does not show the custom option for an empty input', () => {
-		renderOtherFields({ debouncedInputValue: '   ' });
-
-		expect(screen.getByText('No values found')).toBeInTheDocument();
-	});
-
-	it('shows the custom option at the field limit but hides its Add button', () => {
-		renderOtherFields({ debouncedInputValue: 'unknown.a.b.c', isAtLimit: true });
-
-		// same as every other row at the limit: name shown, no Add button
-		expect(screen.getByText('unknown.a.b.c')).toBeInTheDocument();
-		expect(
-			screen.queryByRole('button', { name: /add/i }),
-		).not.toBeInTheDocument();
-	});
-});

frontend/src/components/Logs/TableView/__tests__/useLogsTableColumns.test.tsx

@@ -14,10 +14,10 @@ jest.mock('providers/App/App', () => ({
 	useAppContext: (): { featureFlags: [] } => ({ featureFlags: [] }),
 }));
 
-const field = (name: string, type = '', dataType = ''): IField => ({
+const field = (name: string, type = ''): IField => ({
 	name,
 	type,
-	dataType,
+	dataType: 'string',
 });
 
 describe('useLogsTableColumns — selectColumns-order respected', () => {
@@ -51,13 +51,13 @@ describe('useLogsTableColumns — selectColumns-order respected', () => {
 		);
 
 		// body/timestamp appear where the caller placed them, keyed by their
-		// composite IDs ('log:*'); contextless user fields collapse to bare name.
+		// composite IDs ('log.*'); contextless user fields collapse to bare name.
 		expect(result.current.map((c) => c.id)).toStrictEqual([
 			'state-indicator',
 			'service.name',
-			'log:body',
+			'log.body',
 			'request.id',
-			'log:timestamp',
+			'log.timestamp',
 		]);
 	});
 
@@ -70,14 +70,14 @@ describe('useLogsTableColumns — selectColumns-order respected', () => {
 		);
 
 		const byId = new Map(result.current.map((c) => [c.id, c]));
-		// Attribute variant is its own column, not a duplicate 'log:body'.
+		// Attribute variant is its own column, not a duplicate 'log.body'.
 		expect(result.current.map((c) => c.id)).toStrictEqual([
 			'state-indicator',
-			'log:body',
-			'attribute:body',
+			'log.body',
+			'attribute.body',
 		]);
-		expect(byId.get('log:body')?.enableRemove).toBe(false);
-		expect(byId.get('attribute:body')?.enableRemove).toBe(true);
+		expect(byId.get('log.body')?.enableRemove).toBe(false);
+		expect(byId.get('attribute.body')?.enableRemove).toBe(true);
 	});
 
 	it('applies the same distinct-column treatment to timestamp variants', () => {
@@ -91,11 +91,11 @@ describe('useLogsTableColumns — selectColumns-order respected', () => {
 		const byId = new Map(result.current.map((c) => [c.id, c]));
 		expect(result.current.map((c) => c.id)).toStrictEqual([
 			'state-indicator',
-			'log:timestamp',
-			'attribute:timestamp',
+			'log.timestamp',
+			'attribute.timestamp',
 		]);
-		expect(byId.get('log:timestamp')?.enableRemove).toBe(false);
-		expect(byId.get('attribute:timestamp')?.enableRemove).toBe(true);
+		expect(byId.get('log.timestamp')?.enableRemove).toBe(false);
+		expect(byId.get('attribute.timestamp')?.enableRemove).toBe(true);
 	});
 
 	it('skips the synthetic "id" field name', () => {
@@ -127,33 +127,15 @@ describe('useLogsTableColumns — selectColumns-order respected', () => {
 
 		const byId = new Map(result.current.map((c) => [c.id, c]));
 		// body + timestamp are locked from the table-X removal pathway.
-		expect(byId.get('log:body')?.canBeHidden).toBe(false);
-		expect(byId.get('log:body')?.enableRemove).toBe(false);
-		expect(byId.get('log:timestamp')?.canBeHidden).toBe(false);
-		expect(byId.get('log:timestamp')?.enableRemove).toBe(false);
+		expect(byId.get('log.body')?.canBeHidden).toBe(false);
+		expect(byId.get('log.body')?.enableRemove).toBe(false);
+		expect(byId.get('log.timestamp')?.canBeHidden).toBe(false);
+		expect(byId.get('log.timestamp')?.enableRemove).toBe(false);
 		// User-added fields stay removable. User field has type='' so composite
 		// collapses to bare name.
 		expect(byId.get('user_field')?.enableRemove).toBe(true);
 	});
 
-	it('disambiguates same-name/same-context fields by dataType (3-part id)', () => {
-		const { result } = renderHook(() =>
-			useLogsTableColumns({
-				fields: [
-					field('http.status_code', 'attribute', 'int64'),
-					field('http.status_code', 'attribute', 'string'),
-				],
-				fontSize: FontSize.SMALL,
-			}),
-		);
-
-		expect(result.current.map((c) => c.id)).toStrictEqual([
-			'state-indicator',
-			'attribute:http.status_code:int64',
-			'attribute:http.status_code:string',
-		]);
-	});
-
 	it('renders only the stateIndicator when fields is empty', () => {
 		const { result } = renderHook(() =>
 			useLogsTableColumns({

frontend/src/components/Logs/TableView/useLogsTableColumns.tsx

@@ -92,7 +92,7 @@ export function useLogsTableColumns({
 		};
 
 		const makeUserFieldCol = (f: IField): TableColumnDef<ILog> => ({
-			id: buildCompositeKey(f.name, f.type, f.dataType),
+			id: buildCompositeKey(f.name, f.type),
 			header: f.name,
 			accessorFn: (log): unknown =>
 				getLogFieldValue(log, f.name, isBodyJsonEnabled),

frontend/src/components/TanStackTableView/TanStackHeaderRow.module.scss

@@ -44,13 +44,6 @@
 			--tanstack-first-column-header-bg,
 			var(--tanstack-table-header-cell-bg, var(--l2-background))
 		) !important;
-		padding-left: var(
-			--tanstack-cell-header-padding-left-first-column,
-			var(
-				--tanstack-cell-header-padding-left-override,
-				var(--tanstack-cell-padding-left, 0.3rem)
-			)
-		);
 	}
 }
 

frontend/src/components/TanStackTableView/TanStackTable.module.scss

@@ -161,7 +161,7 @@
 .tableHeaderCell {
 	padding: var(--tanstack-cell-padding-top) var(--tanstack-cell-padding-right)
 		var(--tanstack-cell-padding-bottom) var(--tanstack-cell-padding-left);
-	height: var(--tanstack-table-header-height, 36px);
+	height: 36px;
 	text-align: left;
 	font-size: 14px;
 	font-style: normal;

frontend/src/components/TanStackTableView/TanStackTable.tsx

@@ -664,7 +664,6 @@ function TanStackTableInner<TData, TItemKey = string>(
 										value={limit?.toString()}
 										defaultValue="10"
 										onChange={(value): void => {
-											value ??= '10';
 											setLimit(+value);
 											pagination.onLimitChange?.(+value);
 											if (page !== 1) {

frontend/src/constants/localStorage.ts

@@ -11,7 +11,6 @@ export enum LOCALSTORAGE {
 	TRACES_LIST_OPTIONS = 'TRACES_LIST_OPTIONS',
 	GRAPH_VISIBILITY_STATES = 'GRAPH_VISIBILITY_STATES',
 	TRACES_LIST_COLUMNS = 'TRACES_LIST_COLUMNS',
-	TRACES_VIEW_COLUMNS = 'TRACES_VIEW_COLUMNS',
 	LOGS_LIST_COLUMNS = 'LOGS_LIST_COLUMNS',
 	LOGS_LIST_COLUMN_SIZING = 'LOGS_LIST_COLUMN_SIZING',
 	LOGGED_IN_USER_NAME = 'LOGGED_IN_USER_NAME',

frontend/src/container/AIAssistant/components/MessageBubble/MessageBubble.module.scss

@@ -75,6 +75,38 @@
 	word-break: break-word;
 }
 
+// Error bubble: a subtle error-tinted callout replacing the default
+// assistant background, rendered when a turn fails.
+.bubble.error {
+	.assistant & {
+		background: var(--callout-error-background);
+		border: 1px solid var(--callout-error-border);
+	}
+}
+
+.errorContent {
+	display: flex;
+	align-items: flex-start;
+	gap: 8px;
+}
+
+.errorIcon {
+	flex-shrink: 0;
+	margin-top: 2px;
+	color: var(--destructive);
+}
+
+.errorText {
+	color: var(--callout-error-title);
+	white-space: pre-wrap;
+	word-break: break-word;
+}
+
+.retryButton {
+	margin-top: 6px;
+	align-self: flex-start;
+}
+
 // User-bubble row: pencil button sits to the LEFT of the bubble within
 // the right-aligned message line, so it visually "ends" at the bubble's
 // right edge while keeping the bubble in its original position.

frontend/src/container/AIAssistant/components/MessageBubble/MessageBubble.tsx

@@ -2,6 +2,10 @@ import React, { useMemo } from 'react';
 import cx from 'classnames';
 import ReactMarkdown from 'react-markdown';
 import remarkGfm from 'remark-gfm';
+import { Button } from '@signozhq/ui/button';
+import { RotateCw, TriangleAlert } from '@signozhq/icons';
+
+import { RetryActionDTO } from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
 
 // Side-effect: registers all built-in block types into the BlockRegistry
 import '../blocks';
@@ -104,18 +108,23 @@ function renderGroup(group: RenderGroup): JSX.Element {
 interface MessageBubbleProps {
 	message: Message;
 	onRegenerate?: () => void;
+	onRetry?: () => void;
 	isLastAssistant?: boolean;
 }
 
 export default function MessageBubble({
 	message,
 	onRegenerate,
+	onRetry,
 	isLastAssistant = false,
 }: MessageBubbleProps): JSX.Element {
 	const variant = useVariant();
 	const isCompact = variant === 'panel';
 	const isUser = message.role === 'user';
+	const isError = !isUser && Boolean(message.isError);
 	const hasBlocks = !isUser && message.blocks && message.blocks.length > 0;
+	const showRetry =
+		isError && message.retryAction === RetryActionDTO.manual && Boolean(onRetry);
 
 	// Recompute groups only when the blocks array identity changes — store
 	// updates that don't touch this message's blocks should not re-render the
@@ -138,7 +147,7 @@ export default function MessageBubble({
 		<div className={messageClass} data-testid={`ai-message-${message.id}`}>
 			<div className={bodyClass}>
 				<div className={styles.bubbleRow}>
-					<div className={styles.bubble}>
+					<div className={cx(styles.bubble, { [styles.error]: isError })}>
 						{message.attachments && message.attachments.length > 0 && (
 							<div className={styles.attachments}>
 								{message.attachments.map((att) => {
@@ -161,6 +170,11 @@ export default function MessageBubble({
 
 						{isUser ? (
 							<p className={styles.text}>{message.content}</p>
+						) : isError ? (
+							<div className={styles.errorContent}>
+								<TriangleAlert size={14} className={styles.errorIcon} />
+								<span className={styles.errorText}>{message.content}</span>
+							</div>
 						) : hasBlocks ? (
 							<MessageContext.Provider value={{ messageId: message.id }}>
 								{groups.map((g) => renderGroup(g))}
@@ -183,7 +197,21 @@ export default function MessageBubble({
 					</div>
 				</div>
 
-				{!isUser && !message.isRateLimitError && (
+				{showRetry && (
+					<Button
+						className={styles.retryButton}
+						size="sm"
+						variant="ghost"
+						color="secondary"
+						onClick={onRetry}
+						testId={`ai-message-retry-${message.id}`}
+					>
+						<RotateCw size={12} />
+						Retry
+					</Button>
+				)}
+
+				{!isUser && !isError && !message.isRateLimitError && (
 					<MessageFeedback
 						message={message}
 						onRegenerate={onRegenerate}

frontend/src/container/AIAssistant/components/MessageBubble/__tests__/MessageBubble.test.tsx

@@ -0,0 +1,85 @@
+import React from 'react';
+import { render, screen, userEvent } from 'tests/test-utils';
+import {
+	ErrorCodeDTO,
+	RetryActionDTO,
+} from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
+
+import { Message } from '../../../types';
+
+// react-markdown + remark-gfm are ESM-only and pull a large untransformed
+// dependency chain into jest. The error-rendering path under test renders
+// plain text (no markdown), so stub them to keep the import graph loadable.
+jest.mock('react-markdown', () => ({
+	__esModule: true,
+	default: ({ children }: { children?: React.ReactNode }): React.ReactNode =>
+		children,
+}));
+jest.mock('remark-gfm', () => ({
+	__esModule: true,
+	default: (): void => undefined,
+}));
+
+// eslint-disable-next-line import/first
+import MessageBubble from '../MessageBubble';
+
+function errorMessage(overrides: Partial<Message> = {}): Message {
+	return {
+		id: 'err-1',
+		role: 'assistant',
+		content: 'This conversation is still finishing a previous response.',
+		isError: true,
+		errorCode: ErrorCodeDTO.thread_busy,
+		retryAction: RetryActionDTO.manual,
+		createdAt: 0,
+		...overrides,
+	};
+}
+
+const retryButton = (): HTMLElement | null =>
+	screen.queryByRole('button', { name: /retry/i });
+
+describe('MessageBubble — error rendering', () => {
+	it('shows a Retry button for a manual error and invokes onRetry on click', async () => {
+		const onRetry = jest.fn();
+		render(<MessageBubble message={errorMessage()} onRetry={onRetry} />);
+
+		// Error copy is rendered, and the feedback bar is suppressed on errors.
+		expect(
+			screen.getByText(/still finishing a previous response/i),
+		).toBeInTheDocument();
+		expect(
+			screen.queryByRole('button', { name: /copy message/i }),
+		).not.toBeInTheDocument();
+
+		const button = retryButton();
+		expect(button).toBeInTheDocument();
+		await userEvent.click(button as HTMLElement);
+		expect(onRetry).toHaveBeenCalledTimes(1);
+	});
+
+	it('hides the Retry button when retryAction is none', () => {
+		render(
+			<MessageBubble
+				message={errorMessage({ retryAction: RetryActionDTO.none })}
+				onRetry={jest.fn()}
+			/>,
+		);
+		expect(retryButton()).not.toBeInTheDocument();
+	});
+
+	it('hides the Retry button when retryAction is auto', () => {
+		render(
+			<MessageBubble
+				message={errorMessage({ retryAction: RetryActionDTO.auto })}
+				onRetry={jest.fn()}
+			/>,
+		);
+		expect(retryButton()).not.toBeInTheDocument();
+	});
+
+	it('hides the Retry button when no onRetry handler is provided', () => {
+		render(<MessageBubble message={errorMessage()} />);
+		expect(retryButton()).not.toBeInTheDocument();
+	});
+});

frontend/src/container/AIAssistant/components/VirtualizedMessages/VirtualizedMessages.tsx

@@ -37,6 +37,9 @@ export default function VirtualizedMessages({
 	const regenerateAssistantMessage = useAIAssistantStore(
 		(s) => s.regenerateAssistantMessage,
 	);
+	const retryAssistantMessage = useAIAssistantStore(
+		(s) => s.retryAssistantMessage,
+	);
 	const { threadId } = useAIAssistantAnalyticsContext(conversationId);
 	const streamingStatus = useAIAssistantStore(
 		(s) => s.streams[conversationId]?.streamingStatus ?? '',
@@ -85,6 +88,14 @@ export default function VirtualizedMessages({
 		[conversationId, isStreaming, regenerateAssistantMessage, threadId],
 	);
 
+	const handleRetry = useCallback((): void => {
+		if (isStreaming) {
+			return;
+		}
+		void logEvent(AIAssistantEvents.RetryClicked, { threadId });
+		void retryAssistantMessage(conversationId);
+	}, [conversationId, isStreaming, retryAssistantMessage, threadId]);
+
 	// Scroll all the way to the actual bottom — including the 64px of bottom
 	// padding on the scroller — so the last bubble has visible breathing room
 	// above the disclaimer / input bar. Virtuoso's `scrollToIndex(LAST,
@@ -206,6 +217,11 @@ export default function VirtualizedMessages({
 									? (): void => handleRegenerate(msg.id)
 									: undefined
 							}
+							onRetry={
+								msg.isError && isLastAssistant && !showStreamingSlot
+									? handleRetry
+									: undefined
+							}
 							isLastAssistant={isLastAssistant}
 						/>
 					);

frontend/src/container/AIAssistant/events.ts

@@ -90,6 +90,7 @@ export enum AIAssistantEvents {
 	SuggestedPromptClicked = 'AI Assistant: Suggested prompt clicked',
 	CancelClicked = 'AI Assistant: Cancel clicked',
 	RegenerateClicked = 'AI Assistant: Regenerate clicked',
+	RetryClicked = 'AI Assistant: Retry clicked',
 	MessageCopied = 'AI Assistant: Message copied',
 	FeedbackSubmitted = 'AI Assistant: Feedback submitted',
 	ResourceOpened = 'AI Assistant: Resource opened',

frontend/src/container/AIAssistant/store/__tests__/useAIAssistantStore.test.ts

@@ -0,0 +1,263 @@
+import {
+	ErrorCodeDTO,
+	RetryActionDTO,
+} from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
+import type { SSEEvent } from 'api/ai-assistant/chat';
+
+import { useAIAssistantStore } from '../useAIAssistantStore';
+import type { Message } from '../../types';
+
+// The store talks to the chat API only through these named exports. Mock the
+// whole module so we can drive the SSE stream + REST calls deterministically.
+jest.mock('api/ai-assistant/chat', () => ({
+	__esModule: true,
+	createThread: jest.fn(),
+	sendMessage: jest.fn(),
+	streamEvents: jest.fn(),
+	approveExecution: jest.fn(),
+	clarifyExecution: jest.fn(),
+	regenerateMessage: jest.fn(),
+	rejectExecution: jest.fn(),
+	cancelExecution: jest.fn(),
+	listThreads: jest.fn(),
+	getThreadDetail: jest.fn(),
+	updateThread: jest.fn(),
+	submitFeedback: jest.fn(),
+}));
+
+// eslint-disable-next-line @typescript-eslint/no-var-requires, global-require
+const chat = jest.requireMock('api/ai-assistant/chat') as Record<
+	string,
+	jest.Mock
+>;
+
+// Builds a single-use async stream from a fixed list of SSE events.
+async function* eventStream(events: SSEEvent[]): AsyncGenerator<SSEEvent> {
+	for (const event of events) {
+		yield event;
+	}
+}
+
+function errorEvent(
+	executionId: string,
+	code: ErrorCodeDTO,
+	retryAction: RetryActionDTO,
+): SSEEvent {
+	return {
+		type: 'error',
+		executionId,
+		error: { code, message: 'backend message' },
+		retryAction,
+	};
+}
+
+function lastMessage(conversationId: string): Message {
+	const conv = useAIAssistantStore.getState().conversations[conversationId];
+	return conv.messages[conv.messages.length - 1];
+}
+
+describe('useAIAssistantStore — streaming error handling', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+		useAIAssistantStore.setState((s) => {
+			s.conversations = {};
+			s.streams = {};
+			s.activeConversationId = null;
+		});
+	});
+
+	it('commits a manually-retryable error bubble with friendly copy and metadata', async () => {
+		chat.createThread.mockResolvedValue('thread-1');
+		chat.sendMessage.mockResolvedValue('exec-1');
+		chat.streamEvents.mockReturnValueOnce(
+			eventStream([
+				errorEvent('exec-1', ErrorCodeDTO.thread_busy, RetryActionDTO.manual),
+			]),
+		);
+
+		useAIAssistantStore.getState().startNewConversation();
+		await useAIAssistantStore.getState().sendMessage('hello');
+
+		const conv = useAIAssistantStore.getState().conversations['thread-1'];
+		expect(conv.messages).toHaveLength(2);
+		expect(conv.messages[0]).toMatchObject({ role: 'user', content: 'hello' });
+		expect(conv.messages[1]).toMatchObject({
+			role: 'assistant',
+			isError: true,
+			errorCode: ErrorCodeDTO.thread_busy,
+			retryAction: RetryActionDTO.manual,
+		});
+		// Code-specific FE copy, not the raw backend message.
+		expect(conv.messages[1].content).toContain(
+			'still finishing a previous response',
+		);
+	});
+
+	it('replays the send on retry without re-pushing the user message', async () => {
+		chat.createThread.mockResolvedValue('thread-1');
+		chat.sendMessage.mockResolvedValue('exec-1');
+		chat.streamEvents.mockReturnValueOnce(
+			eventStream([
+				errorEvent('exec-1', ErrorCodeDTO.thread_busy, RetryActionDTO.manual),
+			]),
+		);
+
+		useAIAssistantStore.getState().startNewConversation();
+		await useAIAssistantStore.getState().sendMessage('hello');
+
+		// The retry succeeds this time.
+		chat.streamEvents.mockReturnValueOnce(
+			eventStream([
+				{
+					type: 'message',
+					executionId: 'exec-1',
+					messageId: 'm1',
+					delta: 'Hi there',
+					done: true,
+				},
+			]),
+		);
+
+		await useAIAssistantStore.getState().retryAssistantMessage('thread-1');
+
+		const conv = useAIAssistantStore.getState().conversations['thread-1'];
+		// Error bubble replaced by the assistant reply; the user message stays.
+		expect(conv.messages).toHaveLength(2);
+		expect(conv.messages[0]).toMatchObject({ role: 'user', content: 'hello' });
+		expect(conv.messages[1]).toMatchObject({
+			role: 'assistant',
+			content: 'Hi there',
+		});
+		expect(conv.messages[1].isError).toBeUndefined();
+		// Thread already existed on retry; the user message was never re-sent as new.
+		expect(chat.createThread).toHaveBeenCalledTimes(1);
+		expect(chat.sendMessage).toHaveBeenCalledTimes(2);
+	});
+
+	it('silently retries auto-flagged errors, then downgrades to manual once spent', async () => {
+		chat.createThread.mockResolvedValue('thread-2');
+		chat.sendMessage.mockResolvedValue('exec');
+		// Always auto-retryable: 1 initial attempt + MAX_AUTO_RETRIES (2) = 3 sends.
+		chat.streamEvents.mockImplementation(() =>
+			eventStream([
+				errorEvent('exec', ErrorCodeDTO.internal_error, RetryActionDTO.auto),
+			]),
+		);
+
+		useAIAssistantStore.getState().startNewConversation();
+		await useAIAssistantStore.getState().sendMessage('hi');
+
+		expect(chat.sendMessage).toHaveBeenCalledTimes(3);
+		expect(lastMessage('thread-2')).toMatchObject({
+			isError: true,
+			errorCode: ErrorCodeDTO.internal_error,
+			// Auto budget exhausted → presented as manual so a Retry button shows.
+			retryAction: RetryActionDTO.manual,
+		});
+	}, 10000);
+
+	it('marks rate-limit errors and offers no retry', async () => {
+		chat.createThread.mockResolvedValue('thread-3');
+		chat.sendMessage.mockResolvedValue('exec');
+		chat.streamEvents.mockReturnValueOnce(
+			eventStream([
+				errorEvent('exec', ErrorCodeDTO.hourly_message_limit, RetryActionDTO.none),
+			]),
+		);
+
+		useAIAssistantStore.getState().startNewConversation();
+		await useAIAssistantStore.getState().sendMessage('hi');
+
+		expect(lastMessage('thread-3')).toMatchObject({
+			isError: true,
+			isRateLimitError: true,
+			retryAction: RetryActionDTO.none,
+		});
+
+		// No retry thunk registered for a non-retryable error — retry is a no-op.
+		const before =
+			useAIAssistantStore.getState().conversations['thread-3'].messages.length;
+		await useAIAssistantStore.getState().retryAssistantMessage('thread-3');
+		expect(
+			useAIAssistantStore.getState().conversations['thread-3'].messages,
+		).toHaveLength(before);
+	});
+
+	it('recovers silently when an auto-flagged error succeeds on retry', async () => {
+		chat.createThread.mockResolvedValue('thread-4');
+		chat.sendMessage.mockResolvedValue('exec');
+		chat.streamEvents
+			.mockReturnValueOnce(
+				eventStream([
+					errorEvent('exec', ErrorCodeDTO.internal_error, RetryActionDTO.auto),
+				]),
+			)
+			.mockReturnValueOnce(
+				eventStream([
+					{
+						type: 'message',
+						executionId: 'exec',
+						messageId: 'm1',
+						delta: 'Recovered',
+						done: true,
+					},
+				]),
+			);
+
+		useAIAssistantStore.getState().startNewConversation();
+		await useAIAssistantStore.getState().sendMessage('hi');
+
+		// 1 initial attempt + 1 silent auto retry, then success — no error bubble.
+		expect(chat.sendMessage).toHaveBeenCalledTimes(2);
+		const conv = useAIAssistantStore.getState().conversations['thread-4'];
+		expect(conv.messages).toHaveLength(2);
+		expect(conv.messages[0]).toMatchObject({ role: 'user', content: 'hi' });
+		expect(conv.messages[1]).toMatchObject({
+			role: 'assistant',
+			content: 'Recovered',
+		});
+		expect(conv.messages.some((m) => m.isError)).toBe(false);
+	}, 10000);
+
+	it('replays the originating action on retry for a non-send error (approve)', async () => {
+		chat.approveExecution.mockResolvedValue('exec-a');
+		chat.streamEvents.mockReturnValueOnce(
+			eventStream([
+				errorEvent('exec-a', ErrorCodeDTO.thread_busy, RetryActionDTO.manual),
+			]),
+		);
+
+		const convId = useAIAssistantStore.getState().startNewConversation();
+		await useAIAssistantStore.getState().approveAction(convId, 'approval-1');
+
+		expect(lastMessage(convId)).toMatchObject({
+			isError: true,
+			retryAction: RetryActionDTO.manual,
+		});
+		expect(chat.approveExecution).toHaveBeenCalledTimes(1);
+
+		// Retry replays the approval (not a send) and succeeds this time.
+		chat.streamEvents.mockReturnValueOnce(
+			eventStream([
+				{
+					type: 'message',
+					executionId: 'exec-a',
+					messageId: 'm1',
+					delta: 'Approved',
+					done: true,
+				},
+			]),
+		);
+		await useAIAssistantStore.getState().retryAssistantMessage(convId);
+
+		const conv = useAIAssistantStore.getState().conversations[convId];
+		expect(conv.messages).toHaveLength(1);
+		expect(conv.messages[0]).toMatchObject({
+			role: 'assistant',
+			content: 'Approved',
+		});
+		expect(conv.messages[0].isError).toBeUndefined();
+		expect(chat.approveExecution).toHaveBeenCalledTimes(2);
+		expect(chat.sendMessage).not.toHaveBeenCalled();
+	});
+});

frontend/src/container/AIAssistant/store/useAIAssistantStore.ts

@@ -8,6 +8,7 @@ import type {
 	MessageActionDTO,
 	MessageSummaryDTOBlocksAnyOfItem,
 } from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
+import { RetryActionDTO } from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
 
 import {
 	approveExecution,
@@ -35,7 +36,10 @@ import {
 	MessageBlock,
 	MessageRole,
 } from '../types';
-import { resolveAssistantErrorMessage } from '../utils/resolveAssistantErrorMessage';
+import {
+	resolveAssistantError,
+	type AssistantErrorResolution,
+} from '../utils/resolveAssistantError';
 
 // ---------------------------------------------------------------------------
 // Types used by module-level helpers
@@ -56,6 +60,15 @@ interface SSEStreamCtx {
 
 const streamControllers = new Map<string, AbortController>();
 
+/**
+ * Per-conversation retry thunks for the most recent failed turn. Populated by
+ * `finalizeStreamingError` when the error is manually retryable; consumed by
+ * the `retryAssistantMessage` action when the user clicks Retry. Transient
+ * (not persisted) — it shares the in-memory lifetime of the error bubble it
+ * backs, so a page reload drops both together.
+ */
+const retryRegistry = new Map<string, () => Promise<void>>();
+
 function abortStream(conversationId: string): void {
 	const ctrl = streamControllers.get(conversationId);
 	if (ctrl) {
@@ -197,7 +210,7 @@ function resetStreamingState(
  * Marker thrown by `runStreamingLoop` when an SSE event reports
  * `invalid_token`. Callers that own an originating action (sendMessage /
  * approve / clarify / regenerate) catch this and re-issue that action via
- * `streamWithAuthRetry`; the retry's first REST call will 401, at which point
+ * `streamWithRetry`; the retry's first REST call will 401, at which point
  * the shared axios `interceptorRejected` rotates the access token and replays.
  */
 class AuthExpiredError extends Error {
@@ -207,27 +220,50 @@ class AuthExpiredError extends Error {
 	}
 }
 
+/** Capped silent re-attempts for backend-flagged transient (`auto`) errors. */
+const MAX_AUTO_RETRIES = 2;
+/** Backoff before each auto re-attempt, indexed by prior auto-retry count. */
+const AUTO_RETRY_BACKOFF_MS = [500, 1500];
+
+function delay(ms: number): Promise<void> {
+	return new Promise((resolve) => {
+		setTimeout(resolve, ms);
+	});
+}
+
+/** True when the SSE error carries the backend's `retryAction: 'auto'` flag. */
+function isAutoRetryableError(err: unknown): boolean {
+	return (
+		(err as { retryAction?: unknown } | undefined)?.retryAction ===
+		RetryActionDTO.auto
+	);
+}
+
 /**
  * Runs the originating action (e.g. sendMessage POST) and streams the
- * resulting execution. On `AuthExpiredError`, re-issues `start` once — the
- * retry's REST call hits 401, the shared axios interceptor rotates the
- * access token and replays, and the new SSE picks up the rotated token from
- * localStorage. Backend signals `retryAction: 'manual'` for `invalid_token`,
- * so the dead execution can't be resumed — only a fresh one helps.
+ * resulting execution, with two independent retry budgets:
+ *
+ *   • Auth — on `AuthExpiredError` (SSE `invalid_token`), re-issues `start`
+ *     once. The retry's REST call 401s, the shared axios interceptor rotates
+ *     the access token + replays, and the new SSE picks up the rotated token.
+ *     Backend flags `invalid_token` as `manual`, so only a fresh execution helps.
+ *   • Auto — on an SSE error the backend flagged `retryAction: 'auto'`
+ *     (transient), silently re-issues `start` up to `MAX_AUTO_RETRIES` times
+ *     with backoff. Once exhausted the error propagates so the caller can
+ *     surface a manual Retry affordance.
+ *
+ * Both reset the stream state before re-attempting so a dead execution's
+ * partial output isn't concatenated onto the retry.
  */
-async function streamWithAuthRetry(
+async function streamWithRetry(
 	conversationId: string,
 	start: () => Promise<string>,
 	set: StoreSetter,
 ): Promise<void> {
-	for (let attempt = 0; attempt <= 1; attempt += 1) {
-		if (attempt > 0) {
-			// Drop any partial content/events from the previous attempt so the
-			// retried execution's stream isn't concatenated with the dead one.
-			set((s) => {
-				resetStreamingState(s, conversationId);
-			});
-		}
+	let authRetried = false;
+	let autoRetries = 0;
+
+	for (;;) {
 		// eslint-disable-next-line no-await-in-loop
 		const executionId = await start();
 		const ctrl = newStreamController(conversationId);
@@ -242,10 +278,28 @@ async function streamWithAuthRetry(
 			return;
 		} catch (err) {
 			streamControllers.delete(conversationId);
-			if (err instanceof AuthExpiredError && attempt < 1) {
-				continue;
+
+			if (err instanceof AuthExpiredError && !authRetried) {
+				authRetried = true;
+			} else if (isAutoRetryableError(err) && autoRetries < MAX_AUTO_RETRIES) {
+				// eslint-disable-next-line no-await-in-loop
+				await delay(AUTO_RETRY_BACKOFF_MS[autoRetries] ?? 1500);
+				autoRetries += 1;
+			} else {
+				if (isAutoRetryableError(err)) {
+					// Auto-retry budget spent — present the failure as manually
+					// retryable so the caller surfaces a Retry button rather than
+					// silently giving up.
+					(err as { retryAction?: RetryActionDTO }).retryAction =
+						RetryActionDTO.manual;
+				}
+				throw err;
 			}
-			throw err;
+
+			// Drop partial content/events from the failed attempt before retrying.
+			set((s) => {
+				resetStreamingState(s, conversationId);
+			});
 		}
 	}
 }
@@ -258,7 +312,7 @@ async function streamWithAuthRetry(
  *
  * On an `invalid_token` error event (e.g. MCP auth expired mid-execution),
  * throws `AuthExpiredError` so the caller can re-issue the originating
- * action via `streamWithAuthRetry`. We don't refresh here ourselves — the
+ * action via `streamWithRetry`. We don't refresh here ourselves — the
  * retry's REST call will 401 and the shared axios `interceptorRejected`
  * handles rotation + replay. Throws on any other `error` event — the
  * caller's catch block handles UI feedback.
@@ -484,20 +538,37 @@ function hasPendingInput(conversationId: string, get: StoreGetter): boolean {
 	return Boolean(stream?.pendingApproval || stream?.pendingClarification);
 }
 
+/**
+ * Commits a failed turn as an error message and removes the stream entry.
+ * When the failure is manually retryable and a `retry` thunk is supplied, the
+ * thunk is stashed in `retryRegistry` so the bubble's Retry button can replay
+ * the originating action.
+ */
 function finalizeStreamingError(
 	conversationId: string,
-	errorContent: string,
+	resolution: AssistantErrorResolution,
 	set: StoreSetter,
-	isRateLimit = false,
+	retry?: () => Promise<void>,
 ): void {
+	const { message, code, retryAction, isRateLimit } = resolution;
+
+	if (retryAction === RetryActionDTO.manual && retry) {
+		retryRegistry.set(conversationId, retry);
+	} else {
+		retryRegistry.delete(conversationId);
+	}
+
 	set((s) => {
 		const conv = s.conversations[conversationId];
 		if (conv) {
 			conv.messages.push({
 				id: uuidv4(),
 				role: 'assistant',
-				content: errorContent,
+				content: message,
 				createdAt: Date.now(),
+				isError: true,
+				retryAction,
+				...(code ? { errorCode: code } : {}),
 				...(isRateLimit ? { isRateLimitError: true } : {}),
 			});
 			conv.updatedAt = Date.now();
@@ -506,6 +577,40 @@ function finalizeStreamingError(
 	});
 }
 
+/**
+ * Shared streaming wrapper for actions that have no pre-stream setup beyond
+ * resetting state (approve / clarify / regenerate). Streams the execution,
+ * finalizes the message on success, and on failure resolves the error +
+ * registers `retry` (the caller's own re-invocation) so the bubble can replay
+ * it. `sendMessage` does not use this — it owns thread-creation/re-keying and
+ * runs its own equivalent loop.
+ */
+async function streamAndFinalize(
+	conversationId: string,
+	start: () => Promise<string>,
+	fallback: string,
+	logLabel: string,
+	set: StoreSetter,
+	get: StoreGetter,
+	retry: () => Promise<void>,
+): Promise<void> {
+	try {
+		await streamWithRetry(conversationId, start, set);
+		if (!hasPendingInput(conversationId, get)) {
+			finalizeStreamingMessage(conversationId, set, get);
+		}
+	} catch (err) {
+		// Abort errors are expected when the user cancels — not a failure.
+		if (err instanceof DOMException && err.name === 'AbortError') {
+			return;
+		}
+		// eslint-disable-next-line no-console
+		console.error(logLabel, err);
+		const resolution = resolveAssistantError(err, fallback);
+		finalizeStreamingError(conversationId, resolution, set, retry);
+	}
+}
+
 // ---------------------------------------------------------------------------
 // Store interface
 // ---------------------------------------------------------------------------
@@ -564,6 +669,8 @@ export interface AIAssistantStore {
 		conversationId: string,
 		messageId: string,
 	) => Promise<void>;
+	/** Replays the originating action for a manually-retryable error bubble. */
+	retryAssistantMessage: (conversationId: string) => Promise<void>;
 	submitMessageFeedback: (
 		messageId: string,
 		rating: FeedbackRating,
@@ -877,7 +984,7 @@ export const useAIAssistantStore = create<AIAssistantStore>()(
 					// there's no "originating action" to redo — reopening the
 					// same dead executionId would just re-emit the failure.
 					// Let the error bubble; the user can send a new message,
-					// which will go through `streamWithAuthRetry`.
+					// which will go through `streamWithRetry`.
 					if (
 						detail.activeExecutionId &&
 						!streamControllers.has(threadId) &&
@@ -1060,7 +1167,7 @@ export const useAIAssistantStore = create<AIAssistantStore>()(
 				attachments?: MessageAttachment[],
 				contexts?: MessageContext[],
 			): Promise<void> => {
-				let convId = get().activeConversationId;
+				const convId = get().activeConversationId;
 				if (!convId || !get().conversations[convId]) {
 					return;
 				}
@@ -1093,63 +1200,75 @@ export const useAIAssistantStore = create<AIAssistantStore>()(
 				};
 
 				set((state) => {
-					const conv = state.conversations[convId!];
+					const conv = state.conversations[convId];
 					conv.messages.push(userMessage);
 					conv.updatedAt = Date.now();
 					if (!conv.title && text.trim()) {
 						conv.title = deriveTitle(text);
 					}
-					resetStreamingState(state, convId!);
+					resetStreamingState(state, convId);
 				});
 
-				try {
-					let { threadId } = get().conversations[convId];
-					if (!threadId) {
-						threadId = await createThread();
-						// Re-key the conversation from client UUID to backend threadId
-						// so fetchThreads won't create a duplicate entry later.
-						const oldId = convId;
-						convId = threadId;
-						set((s) => {
-							const conv = s.conversations[oldId];
-							if (conv) {
-								conv.id = convId!;
-								conv.threadId = convId!;
-								s.conversations[convId!] = conv;
-								delete s.conversations[oldId];
-								if (s.activeConversationId === oldId) {
-									s.activeConversationId = convId!;
+				// The full send — ensure a backend thread exists (re-keying the
+				// optimistic client UUID on first send), POST the message, and
+				// stream the reply. Defined as a closure so the error bubble's
+				// Retry button can replay it without re-pushing the user message.
+				const runSend = async (cid: string): Promise<void> => {
+					let targetConvId = cid;
+					try {
+						let { threadId } = get().conversations[targetConvId];
+						if (!threadId) {
+							threadId = await createThread();
+							// Re-key the conversation from client UUID to backend threadId
+							// so fetchThreads won't create a duplicate entry later.
+							const oldId = targetConvId;
+							const newId = threadId;
+							set((s) => {
+								const conv = s.conversations[oldId];
+								if (conv) {
+									conv.id = newId;
+									conv.threadId = newId;
+									s.conversations[newId] = conv;
+									delete s.conversations[oldId];
+									if (s.activeConversationId === oldId) {
+										s.activeConversationId = newId;
+									}
+									const stream = s.streams[oldId];
+									if (stream) {
+										s.streams[newId] = stream;
+										delete s.streams[oldId];
+									}
 								}
-								const stream = s.streams[oldId];
-								if (stream) {
-									s.streams[convId!] = stream;
-									delete s.streams[oldId];
-								}
-							}
-						});
-					}
-					const tid = threadId;
-					await streamWithAuthRetry(
-						convId,
-						() => sendMessageToThread(tid, text, contexts),
-						set,
-					);
+							});
+							targetConvId = newId;
+						}
+						const tid = threadId;
+						await streamWithRetry(
+							targetConvId,
+							() => sendMessageToThread(tid, text, contexts),
+							set,
+						);
 
-					if (!hasPendingInput(convId, get)) {
-						finalizeStreamingMessage(convId, set, get);
+						if (!hasPendingInput(targetConvId, get)) {
+							finalizeStreamingMessage(targetConvId, set, get);
+						}
+					} catch (err) {
+						// Abort errors are expected when the user cancels — not a failure.
+						if (err instanceof DOMException && err.name === 'AbortError') {
+							return;
+						}
+						console.error('[AIAssistant] sendMessage failed:', err);
+						const resolution = resolveAssistantError(
+							err,
+							'Something went wrong while fetching the response. Please try again.',
+						);
+						finalizeStreamingError(targetConvId, resolution, set, () =>
+							runSend(targetConvId),
+						);
 					}
-				} catch (err) {
-					// Abort errors are expected when the user cancels — not a failure
-					if (err instanceof DOMException && err.name === 'AbortError') {
-						return;
-					}
-					console.error('[AIAssistant] sendMessage failed:', err);
-					const { message, isRateLimit } = resolveAssistantErrorMessage(
-						err,
-						'Something went wrong while fetching the response. Please try again.',
-					);
-					finalizeStreamingError(convId, message, set, isRateLimit);
-				}
+				};
+
+				await runSend(convId);
 			},
 
 			approveAction: async (
@@ -1167,26 +1286,17 @@ export const useAIAssistantStore = create<AIAssistantStore>()(
 					}
 				});
 
-				try {
-					await streamWithAuthRetry(
+				const run = (): Promise<void> =>
+					streamAndFinalize(
 						conversationId,
 						() => approveExecution(approvalId),
-						set,
-					);
-					if (!hasPendingInput(conversationId, get)) {
-						finalizeStreamingMessage(conversationId, set, get);
-					}
-				} catch (err) {
-					if (err instanceof DOMException && err.name === 'AbortError') {
-						return;
-					}
-					console.error('[AIAssistant] approveAction failed:', err);
-					const { message, isRateLimit } = resolveAssistantErrorMessage(
-						err,
 						'Something went wrong while processing the approval. Please try again.',
+						'[AIAssistant] approveAction failed:',
+						set,
+						get,
+						run,
 					);
-					finalizeStreamingError(conversationId, message, set, isRateLimit);
-				}
+				await run();
 			},
 
 			rejectAction: async (
@@ -1246,26 +1356,17 @@ export const useAIAssistantStore = create<AIAssistantStore>()(
 					resetStreamingState(s, conversationId);
 				});
 
-				try {
-					await streamWithAuthRetry(
+				const run = (): Promise<void> =>
+					streamAndFinalize(
 						conversationId,
 						() => regenerateMessage(messageId),
-						set,
-					);
-					if (!hasPendingInput(conversationId, get)) {
-						finalizeStreamingMessage(conversationId, set, get);
-					}
-				} catch (err) {
-					if (err instanceof DOMException && err.name === 'AbortError') {
-						return;
-					}
-					console.error('[AIAssistant] regenerateAssistantMessage failed:', err);
-					const { message, isRateLimit } = resolveAssistantErrorMessage(
-						err,
 						'Something went wrong while regenerating the response. Please try again.',
+						'[AIAssistant] regenerateAssistantMessage failed:',
+						set,
+						get,
+						run,
 					);
-					finalizeStreamingError(conversationId, message, set, isRateLimit);
-				}
+				await run();
 			},
 
 			submitMessageFeedback: async (
@@ -1312,26 +1413,42 @@ export const useAIAssistantStore = create<AIAssistantStore>()(
 					}
 				});
 
-				try {
-					await streamWithAuthRetry(
+				const run = (): Promise<void> =>
+					streamAndFinalize(
 						conversationId,
 						() => clarifyExecution(clarificationId, answers),
-						set,
-					);
-					if (!hasPendingInput(conversationId, get)) {
-						finalizeStreamingMessage(conversationId, set, get);
-					}
-				} catch (err) {
-					if (err instanceof DOMException && err.name === 'AbortError') {
-						return;
-					}
-					console.error('[AIAssistant] submitClarification failed:', err);
-					const { message, isRateLimit } = resolveAssistantErrorMessage(
-						err,
 						'Something went wrong while processing your answers. Please try again.',
+						'[AIAssistant] submitClarification failed:',
+						set,
+						get,
+						run,
 					);
-					finalizeStreamingError(conversationId, message, set, isRateLimit);
+				await run();
+			},
+
+			retryAssistantMessage: async (conversationId: string): Promise<void> => {
+				const retry = retryRegistry.get(conversationId);
+				if (!retry) {
+					return;
 				}
+				retryRegistry.delete(conversationId);
+
+				// Drop the trailing error bubble we're retrying from and reset the
+				// stream so the in-progress retry renders immediately. The retry
+				// thunk replays the originating action without re-pushing the
+				// user's message.
+				set((s) => {
+					const conv = s.conversations[conversationId];
+					if (conv) {
+						const last = conv.messages[conv.messages.length - 1];
+						if (last?.isError) {
+							conv.messages.pop();
+						}
+					}
+					resetStreamingState(s, conversationId);
+				});
+
+				await retry();
 			},
 		})),
 		{

frontend/src/container/AIAssistant/types.ts

@@ -15,9 +15,11 @@
 import type {
 	ApprovalEventDTO,
 	ClarificationEventDTO,
+	ErrorCodeDTO,
 	FeedbackRatingDTO,
 	MessageActionDTO,
 	MessageActionKindDTO,
+	RetryActionDTO,
 } from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
 
 /** Client-only file attachment — no API equivalent (uploads happen via data URLs). */
@@ -91,6 +93,18 @@ export interface Message {
 	 * bar (copy/vote/regenerate) is hidden — retrying would just 429 again.
 	 */
 	isRateLimitError?: boolean;
+	/**
+	 * Marks an assistant message that represents a failed turn. Drives the
+	 * error styling and replaces the feedback bar with a retry affordance.
+	 */
+	isError?: boolean;
+	/** Known backend error code for the failure, when recognised. */
+	errorCode?: ErrorCodeDTO;
+	/**
+	 * Retry semantics for a failed turn — `manual` renders an inline Retry
+	 * button on the error bubble; `none`/`auto` render no button.
+	 */
+	retryAction?: RetryActionDTO;
 	createdAt: number;
 }
 

frontend/src/container/AIAssistant/utils/__tests__/resolveAssistantError.test.ts

@@ -0,0 +1,154 @@
+import { AxiosError } from 'axios';
+import {
+	ErrorCodeDTO,
+	RetryActionDTO,
+} from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
+
+import { resolveAssistantError } from '../resolveAssistantError';
+
+const FALLBACK = 'Something went wrong. Please try again.';
+
+function restError(status: number, code: string, message: string): AxiosError {
+	const err = new AxiosError('Request failed');
+	err.response = {
+		status,
+		data: { error: { code, message } },
+	} as AxiosError['response'];
+	return err;
+}
+
+describe('resolveAssistantError', () => {
+	describe('message resolution', () => {
+		it('prefers code-specific FE copy over the backend message', () => {
+			const err = restError(409, ErrorCodeDTO.thread_busy, 'raw backend phrasing');
+
+			const { message } = resolveAssistantError(err, FALLBACK);
+			expect(message).toBe(
+				'This conversation is still finishing a previous response. Give it a moment and try again.',
+			);
+		});
+
+		it('falls through to the backend message for a known code without FE copy', () => {
+			const err = restError(
+				400,
+				ErrorCodeDTO.message_not_found,
+				'No such message exists.',
+			);
+
+			expect(resolveAssistantError(err, FALLBACK)).toStrictEqual({
+				message: 'No such message exists.',
+				code: ErrorCodeDTO.message_not_found,
+				retryAction: RetryActionDTO.none,
+				isRateLimit: false,
+			});
+		});
+
+		it('falls back when the error code is not in ErrorCodeDTO', () => {
+			const err = restError(400, 'future_unknown_code', 'Backend-only message');
+
+			expect(resolveAssistantError(err, FALLBACK)).toStrictEqual({
+				message: FALLBACK,
+				code: undefined,
+				retryAction: RetryActionDTO.none,
+				isRateLimit: false,
+			});
+		});
+	});
+
+	describe('rate limiting', () => {
+		it('marks HTTP 429 responses as rate limited and non-retryable', () => {
+			const err = restError(
+				429,
+				ErrorCodeDTO.hourly_message_limit,
+				'Hourly limit reached.',
+			);
+
+			expect(resolveAssistantError(err, FALLBACK)).toStrictEqual({
+				message: "You've reached the hourly message limit. Please try again later.",
+				code: ErrorCodeDTO.hourly_message_limit,
+				retryAction: RetryActionDTO.none,
+				isRateLimit: true,
+			});
+		});
+
+		it('treats known SSE rate-limit codes as rate limited', () => {
+			const err = Object.assign(new Error('Daily token limit exceeded.'), {
+				code: ErrorCodeDTO.daily_token_limit,
+			});
+
+			const res = resolveAssistantError(err, FALLBACK);
+			expect(res.isRateLimit).toBe(true);
+			expect(res.retryAction).toBe(RetryActionDTO.none);
+		});
+
+		it('marks 429 as rate limited even when the code is unknown', () => {
+			const err = restError(429, 'future_unknown_code', 'Too many requests');
+
+			expect(resolveAssistantError(err, FALLBACK)).toStrictEqual({
+				message: FALLBACK,
+				code: undefined,
+				retryAction: RetryActionDTO.none,
+				isRateLimit: true,
+			});
+		});
+	});
+
+	describe('retryAction resolution', () => {
+		it('honours an explicit retryAction from an SSE error event', () => {
+			const err = Object.assign(new Error('Transient hiccup'), {
+				code: ErrorCodeDTO.internal_error,
+				retryAction: RetryActionDTO.auto,
+			});
+
+			expect(resolveAssistantError(err, FALLBACK).retryAction).toBe(
+				RetryActionDTO.auto,
+			);
+		});
+
+		it('forces none for non-retryable permission errors', () => {
+			const err = restError(403, ErrorCodeDTO.permission_denied, 'forbidden');
+
+			expect(resolveAssistantError(err, FALLBACK).retryAction).toBe(
+				RetryActionDTO.none,
+			);
+		});
+
+		it('derives manual for 409 conflicts', () => {
+			const err = restError(409, ErrorCodeDTO.thread_has_active_execution, 'busy');
+
+			expect(resolveAssistantError(err, FALLBACK).retryAction).toBe(
+				RetryActionDTO.manual,
+			);
+		});
+
+		it('derives manual for 5xx responses', () => {
+			const err = restError(503, 'future_unknown_code', 'unavailable');
+
+			expect(resolveAssistantError(err, FALLBACK).retryAction).toBe(
+				RetryActionDTO.manual,
+			);
+		});
+
+		it('derives manual for network failures with no response', () => {
+			const err = new AxiosError('Network Error');
+
+			expect(resolveAssistantError(err, FALLBACK).retryAction).toBe(
+				RetryActionDTO.manual,
+			);
+		});
+
+		it('derives none for other 4xx responses', () => {
+			const err = restError(400, 'future_unknown_code', 'bad request');
+
+			expect(resolveAssistantError(err, FALLBACK).retryAction).toBe(
+				RetryActionDTO.none,
+			);
+		});
+
+		it('defaults to manual for non-Axios errors with no code', () => {
+			expect(resolveAssistantError(new Error('boom'), FALLBACK).retryAction).toBe(
+				RetryActionDTO.manual,
+			);
+		});
+	});
+});

frontend/src/container/AIAssistant/utils/__tests__/resolveAssistantErrorMessage.test.ts

@@ -1,91 +0,0 @@
-import { AxiosError } from 'axios';
-import { ErrorCodeDTO } from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
-
-import { resolveAssistantErrorMessage } from '../resolveAssistantErrorMessage';
-
-const FALLBACK = 'Something went wrong. Please try again.';
-
-describe('resolveAssistantErrorMessage', () => {
-	it('returns backend message for a known error code', () => {
-		const err = new AxiosError('Request failed');
-		err.response = {
-			status: 400,
-			data: {
-				error: {
-					code: ErrorCodeDTO.thread_busy,
-					message: 'This thread is busy. Try again shortly.',
-				},
-			},
-		} as AxiosError['response'];
-
-		expect(resolveAssistantErrorMessage(err, FALLBACK)).toStrictEqual({
-			message: 'This thread is busy. Try again shortly.',
-			isRateLimit: false,
-		});
-	});
-
-	it('falls back when error code is not in ErrorCodeDTO', () => {
-		const err = new AxiosError('Request failed');
-		err.response = {
-			status: 400,
-			data: {
-				error: {
-					code: 'future_unknown_code',
-					message: 'Backend-only message',
-				},
-			},
-		} as AxiosError['response'];
-
-		expect(resolveAssistantErrorMessage(err, FALLBACK)).toStrictEqual({
-			message: FALLBACK,
-			isRateLimit: false,
-		});
-	});
-
-	it('marks HTTP 429 responses as rate limited', () => {
-		const err = new AxiosError('Too many requests');
-		err.response = {
-			status: 429,
-			data: {
-				error: {
-					code: ErrorCodeDTO.hourly_message_limit,
-					message: 'Hourly limit reached.',
-				},
-			},
-		} as AxiosError['response'];
-
-		expect(resolveAssistantErrorMessage(err, FALLBACK)).toStrictEqual({
-			message: 'Hourly limit reached.',
-			isRateLimit: true,
-		});
-	});
-
-	it('uses backend message for known SSE rate-limit error codes', () => {
-		const err = Object.assign(new Error('Daily token limit exceeded.'), {
-			code: ErrorCodeDTO.daily_token_limit,
-		});
-
-		expect(resolveAssistantErrorMessage(err, FALLBACK)).toStrictEqual({
-			message: 'Daily token limit exceeded.',
-			isRateLimit: true,
-		});
-	});
-
-	it('marks 429 as rate limited even when error code is unknown', () => {
-		const err = new AxiosError('Too many requests');
-		err.response = {
-			status: 429,
-			data: {
-				error: {
-					code: 'future_unknown_code',
-					message: 'Too many requests',
-				},
-			},
-		} as AxiosError['response'];
-
-		expect(resolveAssistantErrorMessage(err, FALLBACK)).toStrictEqual({
-			message: FALLBACK,
-			isRateLimit: true,
-		});
-	});
-});

frontend/src/container/AIAssistant/utils/resolveAssistantError.ts

@@ -0,0 +1,209 @@
+import { isAxiosError } from 'axios';
+import {
+	ErrorCodeDTO,
+	RetryActionDTO,
+	type ErrorBodyDTO,
+	type ErrorResponseDTO,
+} from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
+
+export interface AssistantErrorResolution {
+	/** User-facing copy: code-specific FE copy → backend message → caller fallback. */
+	message: string;
+	/** Known backend error code, when one we recognise was supplied. */
+	code?: ErrorCodeDTO;
+	/**
+	 * Whether/how the failed action may be retried:
+	 *   • `auto`   — transient; the caller may silently re-attempt (capped).
+	 *   • `manual` — surface a Retry affordance to the user.
+	 *   • `none`   — retrying would re-fail deterministically; offer nothing.
+	 */
+	retryAction: RetryActionDTO;
+	/** Quota/limit error — callers hide the retry + feedback bar (retrying just re-limits). */
+	isRateLimit: boolean;
+}
+
+/** Quota/limit codes — surfaced as rate-limit errors (no retry, feedback bar hidden). */
+const RATE_LIMIT_ERROR_CODES = new Set<ErrorCodeDTO>([
+	ErrorCodeDTO.rate_limit_override_exceeds_ceiling,
+	ErrorCodeDTO.thread_message_limit,
+	ErrorCodeDTO.connection_limit_exceeded,
+	ErrorCodeDTO.hourly_message_limit,
+	ErrorCodeDTO.daily_message_limit,
+	ErrorCodeDTO.daily_token_limit,
+	ErrorCodeDTO.daily_cost_limit,
+	ErrorCodeDTO.budget_exceeded,
+]);
+
+/**
+ * Codes whose retry would re-fail deterministically — permission/config/validation
+ * failures. These force `retryAction: none` regardless of HTTP status.
+ */
+const NON_RETRYABLE_CODES = new Set<ErrorCodeDTO>([
+	ErrorCodeDTO.permission_denied,
+	ErrorCodeDTO.user_disabled,
+	ErrorCodeDTO.org_disabled,
+	ErrorCodeDTO.validation_error,
+	ErrorCodeDTO.invalid_content_length,
+	ErrorCodeDTO.invalid_fork_target,
+	ErrorCodeDTO.missing_signoz_url,
+	ErrorCodeDTO.invalid_signoz_url,
+	ErrorCodeDTO.region_not_configured,
+]);
+
+/**
+ * Code-specific, user-friendly copy. Takes precedence over the backend's raw
+ * `error.message` so the user sees an actionable, consistent sentence rather
+ * than internal phrasing. Codes absent here fall through to the backend message.
+ */
+const ERROR_CODE_COPY: Partial<Record<ErrorCodeDTO, string>> = {
+	[ErrorCodeDTO.permission_denied]:
+		"You don't have permission to do that. Contact your workspace admin if you think this is a mistake.",
+	[ErrorCodeDTO.user_disabled]:
+		'Your access to the AI assistant has been disabled. Contact your workspace admin to re-enable it.',
+	[ErrorCodeDTO.org_disabled]:
+		'The AI assistant is disabled for your organisation. An admin can enable it in settings.',
+	[ErrorCodeDTO.thread_busy]:
+		'This conversation is still finishing a previous response. Give it a moment and try again.',
+	[ErrorCodeDTO.thread_has_active_execution]:
+		'This conversation is still finishing a previous response. Give it a moment and try again.',
+	[ErrorCodeDTO.hourly_message_limit]:
+		"You've reached the hourly message limit. Please try again later.",
+	[ErrorCodeDTO.daily_message_limit]:
+		"You've reached the daily message limit. Please try again tomorrow.",
+	[ErrorCodeDTO.daily_token_limit]:
+		"You've reached today's usage limit. Please try again tomorrow.",
+	[ErrorCodeDTO.daily_cost_limit]:
+		"You've reached today's usage limit. Please try again tomorrow.",
+	[ErrorCodeDTO.budget_exceeded]:
+		"You've reached your usage budget. Contact your workspace admin to raise it.",
+	[ErrorCodeDTO.thread_message_limit]:
+		'This conversation has reached its length limit. Start a new conversation to continue.',
+	[ErrorCodeDTO.connection_limit_exceeded]:
+		'Too many active conversations right now. Close one and try again.',
+	[ErrorCodeDTO.max_turns_exceeded]:
+		'The assistant reached the maximum number of steps for this request. Try rephrasing or breaking it into smaller asks.',
+	[ErrorCodeDTO.region_unreachable]:
+		"Couldn't reach your region's services. Please try again in a moment.",
+	[ErrorCodeDTO.region_not_configured]:
+		'No region is configured for the AI assistant yet. An admin can set this up in settings.',
+	[ErrorCodeDTO.mcp_unavailable]:
+		'A required service is temporarily unavailable. Please try again shortly.',
+	[ErrorCodeDTO.sandbox_unavailable]:
+		'The execution environment is temporarily unavailable. Please try again shortly.',
+	[ErrorCodeDTO.internal_error]:
+		'Something went wrong on our end. Please try again.',
+};
+
+function isErrorCodeDTO(code: string | undefined): code is ErrorCodeDTO {
+	return (
+		code !== undefined && (Object.values(ErrorCodeDTO) as string[]).includes(code)
+	);
+}
+
+function isRetryActionDTO(value: unknown): value is RetryActionDTO {
+	return (
+		typeof value === 'string' &&
+		(Object.values(RetryActionDTO) as string[]).includes(value)
+	);
+}
+
+/**
+ * Pulls the structured error body out of either an Axios REST error or the
+ * SSE error the streaming loop throws (a plain `Error` augmented with `code`).
+ */
+function getErrorBody(err: unknown): ErrorBodyDTO | null {
+	if (isAxiosError(err)) {
+		return (err.response?.data as ErrorResponseDTO | undefined)?.error ?? null;
+	}
+
+	const code = (err as { code?: string } | undefined)?.code;
+	const message = err instanceof Error ? err.message : undefined;
+	if (!code || !message) {
+		return null;
+	}
+
+	return { code: code as ErrorCodeDTO, message };
+}
+
+function isRateLimit(code: ErrorCodeDTO | undefined, err: unknown): boolean {
+	if (isAxiosError(err) && err.response?.status === 429) {
+		return true;
+	}
+	return code !== undefined && RATE_LIMIT_ERROR_CODES.has(code);
+}
+
+/**
+ * Resolves how the failed action may be retried. The backend's explicit signal
+ * (SSE `ErrorEventDTO.retryAction`) is authoritative; otherwise we derive it
+ * from the rate-limit/non-retryable code sets and the HTTP status.
+ */
+function resolveRetryAction(
+	err: unknown,
+	code: ErrorCodeDTO | undefined,
+	rateLimited: boolean,
+): RetryActionDTO {
+	const explicit = (err as { retryAction?: unknown } | undefined)?.retryAction;
+	if (isRetryActionDTO(explicit)) {
+		return explicit;
+	}
+
+	if (rateLimited || (code !== undefined && NON_RETRYABLE_CODES.has(code))) {
+		return RetryActionDTO.none;
+	}
+
+	if (isAxiosError(err)) {
+		const status = err.response?.status;
+		// No response → network/timeout failure; retrying may well succeed.
+		if (status === undefined || status === 408) {
+			return RetryActionDTO.manual;
+		}
+		if (status === 401 || status === 403) {
+			return RetryActionDTO.none;
+		}
+		if (status === 409 || status >= 500) {
+			return RetryActionDTO.manual;
+		}
+		// Other 4xx (validation, bad request) re-fail deterministically.
+		return RetryActionDTO.none;
+	}
+
+	// Non-Axios transport/parse error with no code — let the user retry.
+	return RetryActionDTO.manual;
+}
+
+function resolveMessage(
+	code: ErrorCodeDTO | undefined,
+	body: ErrorBodyDTO | null,
+	fallback: string,
+): string {
+	if (code !== undefined && ERROR_CODE_COPY[code]) {
+		return ERROR_CODE_COPY[code] as string;
+	}
+	// Trust the backend's message only for codes we recognise — never surface
+	// raw text for unknown codes (could be an internal stack trace).
+	if (code !== undefined && body?.message.trim()) {
+		return body.message.trim();
+	}
+	return fallback;
+}
+
+/**
+ * Single resolution point for both SSE and REST assistant errors. Maps the
+ * error onto user-facing copy plus retry semantics, degrading gracefully for
+ * unknown codes (falls back to `fallback` + a `manual` retry where sensible).
+ */
+export function resolveAssistantError(
+	err: unknown,
+	fallback: string,
+): AssistantErrorResolution {
+	const body = getErrorBody(err);
+	const code = isErrorCodeDTO(body?.code) ? body?.code : undefined;
+	const rateLimited = isRateLimit(code, err);
+
+	return {
+		message: resolveMessage(code, body, fallback),
+		code,
+		retryAction: resolveRetryAction(err, code, rateLimited),
+		isRateLimit: rateLimited,
+	};
+}

frontend/src/container/AIAssistant/utils/resolveAssistantErrorMessage.ts

@@ -1,71 +0,0 @@
-import { isAxiosError } from 'axios';
-import {
-	ErrorCodeDTO,
-	type ErrorBodyDTO,
-	type ErrorResponseDTO,
-} from 'api/ai-assistant/sigNozAIAssistantAPI.schemas';
-
-export interface AssistantErrorResolution {
-	message: string;
-	isRateLimit: boolean;
-}
-
-function isErrorCodeDTO(code: string | undefined): code is ErrorCodeDTO {
-	return (
-		code !== undefined && (Object.values(ErrorCodeDTO) as string[]).includes(code)
-	);
-}
-
-const RATE_LIMIT_ERROR_CODES = new Set<ErrorCodeDTO>([
-	ErrorCodeDTO.rate_limit_override_exceeds_ceiling,
-	ErrorCodeDTO.thread_message_limit,
-	ErrorCodeDTO.connection_limit_exceeded,
-	ErrorCodeDTO.hourly_message_limit,
-	ErrorCodeDTO.daily_message_limit,
-	ErrorCodeDTO.daily_token_limit,
-	ErrorCodeDTO.daily_cost_limit,
-	ErrorCodeDTO.budget_exceeded,
-]);
-
-function isRateLimitError(code: string | undefined, err: unknown): boolean {
-	if (isAxiosError(err) && err.response?.status === 429) {
-		return true;
-	}
-
-	return isErrorCodeDTO(code) && RATE_LIMIT_ERROR_CODES.has(code);
-}
-
-function getErrorBody(err: unknown): ErrorBodyDTO | null {
-	if (isAxiosError(err)) {
-		return (err.response?.data as ErrorResponseDTO | undefined)?.error ?? null;
-	}
-
-	const code = (err as { code?: string } | undefined)?.code;
-	const message = err instanceof Error ? err.message : undefined;
-	if (!code || !message) {
-		return null;
-	}
-
-	return { code: code as ErrorCodeDTO, message };
-}
-
-/**
- * Uses `error.message` when `error.code` is a known `ErrorCodeDTO`;
- * otherwise returns `fallback`.
- */
-export function resolveAssistantErrorMessage(
-	err: unknown,
-	fallback: string,
-): AssistantErrorResolution {
-	const body = getErrorBody(err);
-	const isRateLimit = isRateLimitError(body?.code, err);
-
-	if (body && isErrorCodeDTO(body.code) && body.message.trim()) {
-		return {
-			message: body.message.trim(),
-			isRateLimit,
-		};
-	}
-
-	return { message: fallback, isRateLimit: Boolean(isRateLimit) };
-}

frontend/src/container/AlertHistory/AlertPopover/AlertPopover.tsx

@@ -29,7 +29,6 @@ function PopoverContent({
 				<Link
 					to={`${ROUTES.LOGS_EXPLORER}?${relatedLogsLink}`}
 					className="contributor-row-popover-buttons__button"
-					data-testid="alert-popover-view-logs"
 				>
 					<div className="icon">
 						<LogsIcon />
@@ -41,7 +40,6 @@ function PopoverContent({
 				<Link
 					to={`${ROUTES.TRACES_EXPLORER}?${relatedTracesLink}`}
 					className="contributor-row-popover-buttons__button"
-					data-testid="alert-popover-view-traces"
 				>
 					<div className="icon">
 						<DraftingCompass

frontend/src/container/AlertHistory/Statistics/StatsCard/StatsCard.tsx

@@ -26,10 +26,7 @@ function ChangePercentage({
 }: ChangePercentageProps): JSX.Element {
 	if (direction > 0) {
 		return (
-			<div
-				className="change-percentage change-percentage--success"
-				data-testid="stats-card-change"
-			>
+			<div className="change-percentage change-percentage--success">
 				<div className="change-percentage__icon">
 					<ArrowDownLeft size={14} color={Color.BG_FOREST_500} />
 				</div>
@@ -41,10 +38,7 @@ function ChangePercentage({
 	}
 	if (direction < 0) {
 		return (
-			<div
-				className="change-percentage change-percentage--error"
-				data-testid="stats-card-change"
-			>
+			<div className="change-percentage change-percentage--error">
 				<div className="change-percentage__icon">
 					<ArrowUpRight size={14} color={Color.BG_CHERRY_500} />
 				</div>
@@ -56,10 +50,7 @@ function ChangePercentage({
 	}
 
 	return (
-		<div
-			className="change-percentage change-percentage--no-previous-data"
-			data-testid="stats-card-change"
-		>
+		<div className="change-percentage change-percentage--no-previous-data">
 			<div className="change-percentage__label">no previous data</div>
 		</div>
 	);
@@ -112,12 +103,7 @@ function StatsCard({
 	const formattedEndTimeForTooltip = convertTimestampToLocaleDateString(endTime);
 
 	return (
-		<div
-			className={`stats-card ${isEmpty ? 'stats-card--empty' : ''}`}
-			data-testid="stats-card"
-			data-stats-title={title}
-			data-empty={isEmpty ? 'true' : 'false'}
-		>
+		<div className={`stats-card ${isEmpty ? 'stats-card--empty' : ''}`}>
 			<div className="stats-card__title-wrapper">
 				<div className="title">{title}</div>
 				<div className="duration-indicator">
@@ -137,7 +123,7 @@ function StatsCard({
 			</div>
 
 			<div className="stats-card__stats">
-				<div className="count-label" data-testid="stats-card-value">
+				<div className="count-label">
 					{isEmpty ? emptyMessage : displayValue || totalCurrentCount}
 				</div>
 

frontend/src/container/AlertHistory/Statistics/StatsCard/StatsGraph/StatsGraph.tsx

@@ -81,11 +81,7 @@ function StatsGraph({ timeSeries, changeDirection }: Props): JSX.Element {
 	);
 
 	return (
-		<div
-			style={{ height: '100%', width: '100%' }}
-			ref={graphRef}
-			data-testid="stats-card-sparkline"
-		>
+		<div style={{ height: '100%', width: '100%' }} ref={graphRef}>
 			<Uplot data={[xData, yData]} options={options} />
 		</div>
 	);

frontend/src/container/AlertHistory/Statistics/TopContributorsCard/TopContributorsCard.tsx

@@ -48,16 +48,11 @@ function TopContributorsCard({
 
 	return (
 		<>
-			<div className="top-contributors-card" data-testid="top-contributors-card">
+			<div className="top-contributors-card">
 				<div className="top-contributors-card__header">
 					<div className="title">top contributors</div>
 					{topContributorsData.length > 3 && (
-						<Button
-							type="text"
-							className="view-all"
-							onClick={toggleViewAllDrawer}
-							data-testid="top-contributors-view-all"
-						>
+						<Button type="text" className="view-all" onClick={toggleViewAllDrawer}>
 							<div className="label">View all</div>
 							<div className="icon">
 								<ArrowRight

frontend/src/container/AlertHistory/Statistics/TopContributorsCard/TopContributorsRows.tsx

@@ -68,10 +68,7 @@ function TopContributorsRows({
 					relatedTracesLink={record.relatedTracesLink}
 					relatedLogsLink={record.relatedLogsLink}
 				>
-					<div
-						className="total-contribution"
-						data-testid="top-contributors-row-count"
-					>
+					<div className="total-contribution">
 						{count}/{totalCurrentTriggers}
 					</div>
 				</ConditionalAlertPopover>
@@ -81,10 +78,7 @@ function TopContributorsRows({
 
 	const handleRowClick = (
 		record: AlertRuleTopContributors,
-	): HTMLAttributes<AlertRuleTimelineTableResponse> & {
-		'data-testid': string;
-	} => ({
-		'data-testid': 'top-contributors-row',
+	): HTMLAttributes<AlertRuleTimelineTableResponse> => ({
 		onClick: (): void => {
 			logEvent('Alert history: Top contributors row: Clicked', {
 				labels: record.labels,

frontend/src/container/AlertHistory/Statistics/TopContributorsCard/ViewAllDrawer.tsx

@@ -31,10 +31,7 @@ function ViewAllDrawer({
 			}}
 			title="Viewing All Contributors"
 		>
-			<div
-				className="top-contributors-card--view-all"
-				data-testid="top-contributors-drawer"
-			>
+			<div className="top-contributors-card--view-all">
 				<div className="top-contributors-card__content">
 					<TopContributorsRows
 						topContributors={topContributorsData}

frontend/src/container/AlertHistory/Timeline/GraphWrapper/GraphWrapper.tsx

@@ -32,8 +32,8 @@ function GraphWrapper({
 	}, [data?.data]);
 
 	return (
-		<div className="timeline-graph" data-testid="timeline-graph">
-			<div className="timeline-graph__title" data-testid="timeline-graph-title">
+		<div className="timeline-graph">
+			<div className="timeline-graph__title">
 				{totalCurrentTriggers} triggers in {relativeTime}
 			</div>
 			<div className="timeline-graph__chart">

frontend/src/container/AlertHistory/Timeline/Table/Table.tsx

@@ -118,10 +118,7 @@ function TimelineTableContent(): JSX.Element {
 
 	const handleRowClick = (
 		record: AlertRuleTimelineTableResponse,
-	): HTMLAttributes<AlertRuleTimelineTableResponse> & {
-		'data-testid': string;
-	} => ({
-		'data-testid': 'timeline-row',
+	): HTMLAttributes<AlertRuleTimelineTableResponse> => ({
 		onClick: (): void => {
 			void logEvent('Alert history: Timeline table row: Clicked', {
 				ruleId: record.ruleID,
@@ -131,15 +128,12 @@ function TimelineTableContent(): JSX.Element {
 	});
 
 	return (
-		<div className="timeline-table" data-testid="timeline-table">
+		<div className="timeline-table">
 			{/* If we don't wait to have the keys, the QuerySearch will not render them at first usage */}
 			{!isLoadingKeys && hardcodedAttributeKeys ? (
 				<div className="timeline-table__filter">
 					<div className="timeline-table__filter-row">
-						<div
-							className="timeline-table__filter-search"
-							data-testid="timeline-filter-search"
-						>
+						<div className="timeline-table__filter-search">
 							<QuerySearch
 								onChange={querySearchOnChange}
 								queryData={queryData}
@@ -161,7 +155,6 @@ function TimelineTableContent(): JSX.Element {
 					<Skeleton.Input
 						className="timeline-table__filter--loading-skeleton"
 						active
-						data-testid="timeline-filter-skeleton"
 					/>
 				</div>
 			)}
@@ -179,17 +172,14 @@ function TimelineTableContent(): JSX.Element {
 				locale={{
 					emptyText:
 						isError && apiError ? (
-							<div className="timeline-table__error" data-testid="timeline-error">
+							<div className="timeline-table__error">
 								<ErrorContent error={apiError} />
 							</div>
 						) : undefined,
 				}}
 				footer={(): JSX.Element => (
 					<div className="timeline-table__pagination">
-						<div
-							className="timeline-table__pagination-info"
-							data-testid="timeline-footer-range"
-						>
+						<div className="timeline-table__pagination-info">
 							{paginationConfig.showTotal?.(totalItems, [
 								totalItems === 0
 									? 0

frontend/src/container/AlertHistory/Timeline/Table/useTimelineTable.tsx

@@ -21,14 +21,18 @@ export const timelineTableColumns = ({
 		sorter: true,
 		width: 140,
 		render: (value): JSX.Element => (
-			<AlertState state={value} showLabel testId="timeline-row-state" />
+			<div className="alert-rule-state">
+				<AlertState state={value} showLabel />
+			</div>
 		),
 	},
 	{
 		title: 'LABELS',
 		dataIndex: 'labels',
 		render: (labels): JSX.Element => (
-			<AlertLabels labels={labels} testId="timeline-row-labels" />
+			<div className="alert-rule-labels">
+				<AlertLabels labels={labels} />
+			</div>
 		),
 	},
 	{
@@ -36,10 +40,7 @@ export const timelineTableColumns = ({
 		dataIndex: 'unixMilli',
 		width: 200,
 		render: (value): JSX.Element => (
-			<div
-				className="alert-rule__created-at"
-				data-testid="timeline-row-created-at"
-			>
+			<div className="alert-rule__created-at">
 				{formatTimezoneAdjustedTimestamp(value, DATE_TIME_FORMATS.DASH_DATETIME)}
 			</div>
 		),
@@ -52,7 +53,7 @@ export const timelineTableColumns = ({
 			if (!record.relatedTracesLink && !record.relatedLogsLink) {
 				return (
 					<Tooltip title="No links available for this item">
-						<Button type="text" ghost disabled data-testid="timeline-row-actions">
+						<Button type="text" ghost disabled>
 							<Ellipsis className="dropdown-icon" size="md" />
 						</Button>
 					</Tooltip>
@@ -64,7 +65,7 @@ export const timelineTableColumns = ({
 					relatedTracesLink={record.relatedTracesLink ?? ''}
 					relatedLogsLink={record.relatedLogsLink ?? ''}
 				>
-					<Button type="text" ghost data-testid="timeline-row-actions">
+					<Button type="text" ghost>
 						<Ellipsis className="dropdown-icon" size="md" />
 					</Button>
 				</ConditionalAlertPopover>

frontend/src/container/AlertHistory/Timeline/Table/utils.ts

@@ -10,7 +10,6 @@ const fieldContextToSuggestionMap: Record<
 	[TelemetrytypesFieldContextDTO.attribute]: 'attribute',
 	// no maps for the following values on suggestion context
 	[TelemetrytypesFieldContextDTO.trace]: undefined,
-	[TelemetrytypesFieldContextDTO.scope]: undefined,
 	[TelemetrytypesFieldContextDTO.body]: undefined,
 	[TelemetrytypesFieldContextDTO.metric]: undefined,
 	[TelemetrytypesFieldContextDTO.log]: undefined,

frontend/src/container/AlertHistory/Timeline/TabsAndFilters/TabsAndFilters.tsx

@@ -23,7 +23,6 @@ function TimelineTabs(): JSX.Element {
 		{
 			value: TimelineTab.OVERALL_STATUS,
 			label: 'Overall Status',
-			testId: 'timeline-tab-overall-status',
 		},
 		{
 			value: TimelineTab.TOP_5_CONTRIBUTORS,
@@ -34,7 +33,6 @@ function TimelineTabs(): JSX.Element {
 				</div>
 			),
 			disabled: true,
-			testId: 'timeline-tab-top-contributors',
 		},
 	];
 
@@ -59,17 +57,14 @@ function TimelineFilters(): JSX.Element {
 		{
 			value: TimelineFilter.ALL,
 			label: 'All',
-			testId: 'timeline-filter-all',
 		},
 		{
 			value: TimelineFilter.FIRED,
 			label: 'Fired',
-			testId: 'timeline-filter-fired',
 		},
 		{
 			value: TimelineFilter.RESOLVED,
 			label: 'Resolved',
-			testId: 'timeline-filter-resolved',
 		},
 	];
 

frontend/src/container/Controls/Controls.module.scss

@@ -1,6 +0,0 @@
-.container {
-	display: flex;
-	align-items: center;
-	gap: 0.5rem;
-	--button-font-size: var(--periscope-font-size-base, 13px);
-}

frontend/src/container/Controls/index.tsx

@@ -1,12 +1,11 @@
 import { memo, useMemo } from 'react';
 import { ChevronLeft, ChevronRight } from '@signozhq/icons';
-import { Button } from '@signozhq/ui/button';
-import { Select } from 'antd';
+import { Button, Flex, Select } from 'antd';
 import { DEFAULT_PER_PAGE_OPTIONS, Pagination } from 'hooks/queryPagination';
 import { popupContainer } from 'utils/selectPopupContainer';
 
 import { defaultSelectStyle } from './config';
-import styles from './Controls.module.scss';
+import { Container } from './styles';
 
 function Controls({
 	offset = 0,
@@ -35,24 +34,28 @@ function Controls({
 	);
 
 	return (
-		<div className={styles.container}>
+		<Container>
 			<Button
-				variant="link"
-				size="md"
+				loading={isLoading}
+				size="small"
+				type="link"
 				disabled={isPreviousDisabled}
-				prefix={<ChevronLeft size={16} />}
 				onClick={handleNavigatePrevious}
 			>
-				Previous
+				<Flex align="center" gap="4px">
+					<ChevronLeft size={16} /> Previous
+				</Flex>
 			</Button>
 			<Button
-				variant="link"
-				size="md"
+				loading={isLoading}
+				size="small"
+				type="link"
 				disabled={isNextDisabled}
-				suffix={<ChevronRight size={16} />}
 				onClick={handleNavigateNext}
 			>
-				Next
+				<Flex align="center" gap="4px">
+					Next <ChevronRight size={16} />
+				</Flex>
 			</Button>
 
 			{showSizeChanger && (
@@ -71,7 +74,7 @@ function Controls({
 					))}
 				</Select>
 			)}
-		</div>
+		</Container>
 	);
 }
 

frontend/src/container/Controls/styles.ts

@@ -0,0 +1,7 @@
+import styled from 'styled-components';
+
+export const Container = styled.div`
+	display: flex;
+	align-items: center;
+	gap: 0.5rem;
+`;

frontend/src/container/CreateAlertV2/EvaluationSettings/AdvancedOptions.tsx

@@ -34,7 +34,6 @@ function AdvancedOptions(): JSX.Element {
 										})
 									}
 									value={advancedOptions.sendNotificationIfDataIsMissing.toleranceLimit}
-									testId="send-notification-if-data-is-missing-input"
 								/>
 								<Typography.Text>Minutes</Typography.Text>
 							</div>
@@ -67,7 +66,6 @@ function AdvancedOptions(): JSX.Element {
 										})
 									}
 									value={advancedOptions.enforceMinimumDatapoints.minimumDatapoints}
-									testId="enforce-minimum-datapoints-input"
 								/>
 								<Typography.Text>Datapoints</Typography.Text>
 							</div>

frontend/src/container/CreateAlertV2/EvaluationSettings/EvaluationWindowPopover/EvaluationWindowPopover.tsx

@@ -66,7 +66,6 @@ function EvaluationWindowPopover({
 						tabIndex={0}
 						data-value={option.value}
 						data-section-id={sectionId}
-						data-testid={`${sectionId}-option-${option.value}`}
 						onClick={(): void => onChange(option.value)}
 						onKeyDown={(e): void => {
 							if (e.key === 'Enter' || e.key === ' ') {

frontend/src/container/CreateAlertV2/Footer/Footer.tsx

@@ -186,7 +186,6 @@ function Footer(): JSX.Element {
 				color="primary"
 				onClick={handleSaveAlert}
 				disabled={disableButtons || Boolean(alertValidationMessage)}
-				testId="save-alert-rule-button"
 			>
 				{isCreatingAlertRule || isUpdatingAlertRule ? (
 					<Loader data-testid="save-alert-rule-loader-icon" size={14} />
@@ -219,7 +218,6 @@ function Footer(): JSX.Element {
 				color="secondary"
 				onClick={handleTestNotification}
 				disabled={disableButtons || Boolean(alertValidationMessage)}
-				testId="test-notification-button"
 			>
 				{isTestingAlertRule ? (
 					<Loader data-testid="test-notification-loader-icon" size={14} />
@@ -251,7 +249,6 @@ function Footer(): JSX.Element {
 				color="secondary"
 				onClick={handleDiscard}
 				disabled={disableButtons}
-				testId="discard-alert-rule-button"
 			>
 				<X size={14} /> Discard
 			</Button>

frontend/src/container/FormAlertRules/BasicInfo.tsx

@@ -119,7 +119,6 @@ function BasicInfo({
 					<SeveritySelect
 						getPopupContainer={popupContainer}
 						defaultValue="critical"
-						data-testid="alert-severity-select"
 						onChange={(value: unknown | string): void => {
 							const s = (value as string) || 'critical';
 							setAlertDef({
@@ -148,7 +147,6 @@ function BasicInfo({
 					]}
 				>
 					<InputSmall
-						data-testid="alert-name-input-v1"
 						onChange={(e): void => {
 							setAlertDef({
 								...alertDef,
@@ -163,7 +161,6 @@ function BasicInfo({
 					name={['annotations', 'description']}
 				>
 					<TextareaMedium
-						data-testid="alert-description-input"
 						onChange={(e): void => {
 							setAlertDef({
 								...alertDef,

frontend/src/container/FormAlertRules/QuerySection.tsx

@@ -105,7 +105,7 @@ function QuerySection({
 		{
 			label: (
 				<Tooltip title="Query Builder">
-					<Button className="nav-btns" data-testid="query-builder-tab">
+					<Button className="nav-btns">
 						<Atom size={14} />
 						<Typography.Text>Query Builder</Typography.Text>
 					</Button>
@@ -122,11 +122,7 @@ function QuerySection({
 							: 'ClickHouse'
 					}
 				>
-					<Button
-						className="nav-btns"
-						disabled={isAnomalyDetection}
-						data-testid="clickhouse-tab"
-					>
+					<Button className="nav-btns" disabled={isAnomalyDetection}>
 						<Terminal size={14} />
 						<Typography.Text>ClickHouse Query</Typography.Text>
 					</Button>
@@ -166,11 +162,7 @@ function QuerySection({
 								: 'ClickHouse'
 						}
 					>
-						<Button
-							className="nav-btns"
-							disabled={isAnomalyDetection}
-							data-testid="clickhouse-tab"
-						>
+						<Button className="nav-btns" disabled={isAnomalyDetection}>
 							<Terminal size={14} />
 							<Typography.Text>ClickHouse Query</Typography.Text>
 						</Button>
@@ -188,11 +180,7 @@ function QuerySection({
 								: 'PromQL'
 						}
 					>
-						<Button
-							className="nav-btns"
-							disabled={isAnomalyDetection}
-							data-testid="promql-tab"
-						>
+						<Button className="nav-btns" disabled={isAnomalyDetection}>
 							<PromQLIcon
 								fillColor={isDarkMode ? Color.BG_VANILLA_200 : Color.BG_INK_300}
 							/>

frontend/src/container/FormAlertRules/RuleOptions.tsx

@@ -80,7 +80,6 @@ function RuleOptions({
 			defaultValue={defaultCompareOp}
 			value={alertDef.condition?.op}
 			style={{ minWidth: '120px' }}
-			data-testid="alert-threshold-op-select"
 			onChange={(value: string | unknown): void => {
 				const newOp = (value as string) || '';
 
@@ -117,7 +116,6 @@ function RuleOptions({
 			defaultValue={defaultMatchType}
 			style={{ minWidth: '130px' }}
 			value={alertDef.condition?.matchType}
-			data-testid="alert-threshold-match-type-select-v1"
 			onChange={(value: string | unknown): void => handleMatchOptChange(value)}
 		>
 			<Select.Option value="1">{t('option_atleastonce')}</Select.Option>
@@ -179,7 +177,6 @@ function RuleOptions({
 			style={{ minWidth: '120px' }}
 			value={alertDef.evalWindow}
 			onChange={onChangeEvalWindow}
-			data-testid="alert-eval-window-select"
 		>
 			<Select.Option value="5m0s">{t('option_5min')}</Select.Option>
 			<Select.Option value="10m0s">{t('option_10min')}</Select.Option>
@@ -197,7 +194,6 @@ function RuleOptions({
 			style={{ minWidth: '120px' }}
 			value={alertDef.evalWindow}
 			onChange={onChangeEvalWindow}
-			data-testid="alert-eval-window-select"
 		>
 			<Select.Option value="5m0s">{t('option_5min')}</Select.Option>
 			<Select.Option value="10m0s">{t('option_10min')}</Select.Option>
@@ -399,7 +395,6 @@ function RuleOptions({
 									value={alertDef?.condition?.target}
 									onChange={onChange}
 									type="number"
-									data-testid="alert-threshold-target-input"
 									onWheel={(e): void => e.currentTarget.blur()}
 								/>
 							</Form.Item>

frontend/src/container/FormAlertRules/index.tsx

@@ -844,6 +844,8 @@ function FormAlertRules({
 
 	return (
 		<>
+			{Element}
+
 			<div
 				id="top"
 				className={`form-alert-rules-container ${
@@ -966,7 +968,6 @@ function FormAlertRules({
 								!isChannelConfigurationValid ||
 								queryStatus === 'error'
 							}
-							data-testid="alert-save-button"
 						>
 							{isNewRule ? t('button_createrule') : t('button_savechanges')}
 						</ActionButton>
@@ -980,7 +981,6 @@ function FormAlertRules({
 							}
 							type="default"
 							onClick={onTestRuleHandler}
-							data-testid="alert-test-button"
 						>
 							{' '}
 							{t('button_testrule')}
@@ -989,7 +989,6 @@ function FormAlertRules({
 							disabled={loading || false}
 							type="default"
 							onClick={onCancelHandler}
-							data-testid="alert-cancel-button"
 						>
 							{isNewRule && t('button_cancelchanges')}
 							{ruleId && !isEmpty(ruleId) && t('button_discard')}
@@ -999,7 +998,6 @@ function FormAlertRules({
 			</div>
 
 			<ConfirmDialog
-				testId="alert-save-confirm-dialog"
 				open={isConfirmSaveOpen}
 				onOpenChange={setIsConfirmSaveOpen}
 				title={t('confirm_save_title')}

frontend/src/container/FormAlertRules/labels/index.tsx

@@ -174,7 +174,6 @@ function LabelSelect({
 
 			<div style={{ display: 'flex', width: '100%' }}>
 				<Input
-					data-testid="alert-labels-input-v1"
 					placeholder={renderPlaceholder()}
 					onChange={handleLabelChange}
 					onKeyUp={(e): void => {

frontend/src/container/LLMObservability/AttributeMapping/LLMObservabilityAttributeMapping.module.scss

@@ -4,9 +4,9 @@
 	gap: var(--spacing-4);
 	padding: var(--spacing-2) var(--spacing-2);
 
-	--tabs-content-padding: 0;
-	--tabs-text-color: var(--l1-foreground);
-	--tabs-active-text-color: var(--l1-foreground);
+	--tab-content-padding: 0;
+	--tab-text-color: var(--l1-foreground);
+	--tab-active-text-color: var(--l1-foreground);
 }
 
 .pageError {

frontend/src/container/LLMObservability/Explorer/Explorer.module.scss

@@ -0,0 +1,11 @@
+.explorer {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-4);
+	padding: var(--spacing-2) var(--spacing-0);
+}
+
+.placeholder {
+	color: var(--l2-foreground);
+	font-size: var(--periscope-font-size-base);
+}

frontend/src/container/LLMObservability/Explorer/Explorer.styles.scss

@@ -1,106 +0,0 @@
-.trace-explorer-header {
-	.trace-explorer-run-query {
-		display: flex;
-		flex-direction: row-reverse;
-		align-items: center;
-		margin: 8px 16px;
-		gap: 8px;
-	}
-
-	.filter-outlined-btn {
-		border-radius: 0px 2px 2px 0px;
-		border-top: 1px solid var(--l1-border);
-		border-right: 1px solid var(--l1-border);
-		border-bottom: 1px solid var(--l1-border);
-		background: var(--l2-background);
-		box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
-	}
-}
-
-.trace-explorer-header.single-child {
-	justify-content: flex-end;
-}
-
-.traces-explorer-views {
-	padding: 8px;
-	padding-bottom: 60px;
-	margin-bottom: 24px;
-
-	.ant-tabs-tabpane {
-		padding: 0 8px;
-	}
-}
-
-.qb-search-view-container {
-	padding: 8px;
-
-	display: flex;
-	flex-direction: row;
-	align-items: center;
-	gap: 8px;
-
-	.ant-select-selector {
-		border-radius: 2px;
-		border: 1px solid var(--l1-border) !important;
-		background: var(--l2-background) !important;
-		height: 34px !important;
-		box-sizing: border-box !important;
-	}
-}
-
-.trace-explorer-list-view {
-	flex: 1;
-}
-
-.trace-explorer-traces-view {
-	flex: 1;
-}
-
-.trace-explorer-table-view {
-	flex: 1;
-}
-
-.trace-explorer-time-series-view {
-	flex: 1;
-}
-
-.trace-explorer-page {
-	display: flex;
-
-	// Meant to fix the query builder colors
-	--input-background: var(--l2-background);
-	--input-hover-background: var(--l2-background);
-	--input-focus-background: var(--l2-background);
-	--input-border-color: var(--l2-border);
-	--input-hover-border-color: var(--internal-ant-border-color-hover);
-	--input-focus-border-color: var(--internal-ant-border-color-hover);
-
-	.filter {
-		width: 260px;
-		height: 100%;
-		min-height: 100vh;
-
-		border-right: 0px;
-		border: 1px solid var(--l1-border);
-		background-color: var(--l1-background);
-
-		> .ant-card-body {
-			padding: 0;
-			width: 258px;
-		}
-	}
-
-	.trace-explorer {
-		width: 100%;
-		background: var(--l1-background);
-
-		> .ant-card-body {
-			padding: 0;
-		}
-
-		border-color: var(--l1-border);
-	}
-	.trace-explorer.filters-expanded {
-		width: calc(100% - 260px);
-	}
-}

frontend/src/container/LLMObservability/Explorer/Explorer.tsx

@@ -1,373 +1,13 @@
-import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
-import { useQueryClient } from 'react-query';
-import { useSearchParams } from 'react-router-dom-v5-compat';
-import * as Sentry from '@sentry/react';
-import { Card } from 'antd';
-import logEvent from 'api/common/logEvent';
-import cx from 'classnames';
-import ExplorerCard from 'components/ExplorerCard/ExplorerCard';
-import QueryCancelledPlaceholder from 'components/QueryCancelledPlaceholder';
-import QuickFilters from 'components/QuickFilters/QuickFilters';
-import { QuickFiltersSource, SignalType } from 'components/QuickFilters/types';
-import WarningPopover from 'components/WarningPopover/WarningPopover';
-import { AVAILABLE_EXPORT_PANEL_TYPES } from 'constants/panelTypes';
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { usePageActions } from 'container/AIAssistant/pageActions/usePageActions';
-import ExplorerOptionWrapper from 'container/ExplorerOptions/ExplorerOptionWrapper';
-import { useOptionsMenu } from 'container/OptionsMenu';
-import LeftToolbarActions from 'container/QueryBuilder/components/ToolbarActions/LeftToolbarActions';
-import RightToolbarActions from 'container/QueryBuilder/components/ToolbarActions/RightToolbarActions';
-import Toolbar from 'container/Toolbar/Toolbar';
-import {
-	getExportQueryData,
-	getQueryByPanelType,
-} from 'container/TracesExplorer/explorerUtils';
-import { ExportDashboard } from 'hooks/dashboard/useExportDashboards';
-import { useGetExportToDashboardLink } from 'hooks/dashboard/useGetExportToDashboardLink';
-import { useGetPanelTypesQueryParam } from 'hooks/queryBuilder/useGetPanelTypesQueryParam';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { useShareBuilderUrl } from 'hooks/queryBuilder/useShareBuilderUrl';
-import {
-	ICurrentQueryData,
-	useHandleExplorerTabChange,
-} from 'hooks/useHandleExplorerTabChange';
-import { useIsAIAssistantEnabled } from 'hooks/useIsAIAssistantEnabled';
-import { useSafeNavigate } from 'hooks/useSafeNavigate';
-import { isEmpty } from 'lodash-es';
-import ErrorBoundaryFallback from 'pages/ErrorBoundaryFallback/ErrorBoundaryFallback';
-import { ExplorerViews } from 'pages/LogsExplorer/utils';
-import {
-	tracesAddFilterAction,
-	tracesChangeViewAction,
-	tracesRunQueryAction,
-	tracesSaveViewAction,
-} from 'pages/TracesExplorer/aiActions';
-import { Warning } from 'types/api';
-import { Query } from 'types/api/queryBuilder/queryBuilderData';
-import { DataSource } from 'types/common/queryBuilder';
-import {
-	explorerViewToPanelType,
-	getExplorerViewFromUrl,
-} from 'utils/explorerUtils';
-import { v4 } from 'uuid';
-
-import { TOOLBAR_VIEWS } from './constants';
-import ListView from './ListView/ListView';
-import { defaultSelectedColumns } from './ListView/configs';
-import QuerySection from './QuerySection/QuerySection';
-import TableView from './TableView/TableView';
-import TimeSeriesView from './TimeSeriesView/TimeSeriesView';
-import TracesView from './TracesView/TracesView';
-
-import './Explorer.styles.scss';
+import styles from './Explorer.module.scss';
 
+// Shell for the AI Observability Explorer tab. Owns the
+// /ai-observability/explorer route and is intentionally empty for now: the
+// query builder + results surface land in a follow-up.
 function Explorer(): JSX.Element {
-	const {
-		panelType,
-		updateAllQueriesOperators,
-		handleRunQuery,
-		stagedQuery,
-		handleSetConfig,
-		currentQuery,
-		handleSetQueryData,
-		redirectWithQueryBuilderData,
-	} = useQueryBuilder();
-
-	const isAIAssistantEnabled = useIsAIAssistantEnabled();
-
-	const { options } = useOptionsMenu({
-		dataSource: DataSource.TRACES,
-		aggregateOperator: 'noop',
-		initialOptions: {
-			selectColumns: defaultSelectedColumns,
-		},
-	});
-
-	const [searchParams] = useSearchParams();
-	const queryClient = useQueryClient();
-	const listQueryKeyRef = useRef<any>();
-
-	// Get panel type from URL
-	const panelTypesFromUrl = useGetPanelTypesQueryParam(PANEL_TYPES.LIST);
-	const [isLoadingQueries, setIsLoadingQueries] = useState<boolean>(false);
-	const [isCancelled, setIsCancelled] = useState(false);
-
-	useEffect(() => {
-		if (isLoadingQueries) {
-			setIsCancelled(false);
-		}
-	}, [isLoadingQueries]);
-
-	const handleCancelQuery = useCallback(() => {
-		if (listQueryKeyRef.current) {
-			queryClient.cancelQueries(listQueryKeyRef.current);
-		}
-		setIsCancelled(true);
-		// Reset loading state — the active view unmounts when cancelled, so no
-		// child will call setIsLoadingQueries(false) otherwise.
-		setIsLoadingQueries(false);
-	}, [queryClient]);
-
-	const [selectedView, setSelectedView] = useState<ExplorerViews>(() =>
-		getExplorerViewFromUrl(searchParams, panelTypesFromUrl),
-	);
-
-	const [warning, setWarning] = useState<Warning | undefined>();
-	const [isOpen, setOpen] = useState<boolean>(true);
-
-	const defaultQuery = useMemo(
-		(): Query =>
-			updateAllQueriesOperators(
-				initialQueriesMap.traces,
-				PANEL_TYPES.LIST,
-				DataSource.TRACES,
-			),
-		[updateAllQueriesOperators],
-	);
-
-	const { handleExplorerTabChange } = useHandleExplorerTabChange();
-	const { safeNavigate } = useSafeNavigate();
-	const getExportToDashboardLink = useGetExportToDashboardLink();
-
-	const handleChangeSelectedView = useCallback(
-		(view: ExplorerViews, querySearchParameters?: ICurrentQueryData): void => {
-			handleSetConfig(explorerViewToPanelType[view], DataSource.TRACES);
-
-			setSelectedView(view);
-
-			handleExplorerTabChange(
-				explorerViewToPanelType[view],
-				querySearchParameters,
-			);
-		},
-		[handleExplorerTabChange, handleSetConfig],
-	);
-
-	// ─── AI Assistant page actions (only when license feature is on) ───────────
-	const aiActions = useMemo(
-		() =>
-			isAIAssistantEnabled
-				? [
-						tracesRunQueryAction({
-							currentQuery,
-							handleSetQueryData,
-							redirectWithQueryBuilderData,
-						}),
-						tracesAddFilterAction({
-							currentQuery,
-							handleSetQueryData,
-							redirectWithQueryBuilderData,
-						}),
-						tracesChangeViewAction({
-							onChangeView: (view) => handleChangeSelectedView(view as ExplorerViews),
-						}),
-						tracesSaveViewAction({
-							// POC stub — logs a save request; wire to real API when available
-							onSaveView: async (name) => {
-								// eslint-disable-next-line no-console
-								console.info('[AI Assistant] Save view requested:', name);
-							},
-						}),
-					]
-				: [],
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-		[
-			isAIAssistantEnabled,
-			currentQuery,
-			handleSetQueryData,
-			redirectWithQueryBuilderData,
-			handleChangeSelectedView,
-		],
-	);
-	usePageActions('traces-explorer', aiActions);
-	// ───────────────────────────────────────────────────────────────────────────
-
-	const exportDefaultQuery = useMemo(
-		() =>
-			getQueryByPanelType(
-				stagedQuery || initialQueriesMap.traces,
-				panelType || PANEL_TYPES.LIST,
-			),
-		[stagedQuery, panelType],
-	);
-
-	const handleExport = useCallback(
-		(dashboard: ExportDashboard | null, isNewDashboard?: boolean): void => {
-			if (!dashboard || !panelType) {
-				return;
-			}
-
-			const panelTypeParam = AVAILABLE_EXPORT_PANEL_TYPES.includes(panelType)
-				? panelType
-				: PANEL_TYPES.TIME_SERIES;
-
-			const widgetId = v4();
-
-			const query = getExportQueryData(
-				exportDefaultQuery,
-				panelTypeParam,
-				options,
-			);
-
-			logEvent('Traces Explorer: Add to dashboard successful', {
-				panelType,
-				isNewDashboard,
-				dashboardName: dashboard?.title,
-			});
-
-			const dashboardEditView = getExportToDashboardLink({
-				query,
-				panelType: panelTypeParam,
-				dashboardId: dashboard.id,
-				widgetId,
-			});
-
-			if (dashboardEditView) {
-				safeNavigate(dashboardEditView);
-			}
-		},
-		[
-			exportDefaultQuery,
-			panelType,
-			safeNavigate,
-			options,
-			getExportToDashboardLink,
-		],
-	);
-
-	useShareBuilderUrl({ defaultValue: defaultQuery });
-
-	const logEventCalledRef = useRef(false);
-
-	useEffect(() => {
-		if (!logEventCalledRef.current) {
-			logEvent('Traces Explorer: Page visited', {});
-			logEventCalledRef.current = true;
-		}
-	}, []);
-
-	const isFilterApplied = useMemo(() => {
-		// if any of the non-disabled queries has filters applied, return true
-		const result = stagedQuery?.builder?.queryData?.filter(
-			(item) => !isEmpty(item.filters?.items) && !item.disabled,
-		);
-		return !!result?.length;
-	}, [stagedQuery]);
-
 	return (
-		<Sentry.ErrorBoundary fallback={<ErrorBoundaryFallback />}>
-			<div
-				className="trace-explorer-page"
-				data-testid="llm-observability-explorer"
-			>
-				<Card className="filter" hidden={!isOpen}>
-					<QuickFilters
-						className="qf-traces-explorer"
-						source={QuickFiltersSource.TRACES_EXPLORER}
-						signal={SignalType.TRACES}
-						handleFilterVisibilityChange={(): void => {
-							setOpen(!isOpen);
-						}}
-					/>
-				</Card>
-				<div
-					className={cx('trace-explorer', {
-						'filters-expanded': isOpen,
-					})}
-				>
-					<div className="trace-explorer-header">
-						<Toolbar
-							showAutoRefresh
-							leftActions={
-								<LeftToolbarActions
-									showFilter={isOpen}
-									handleFilterVisibilityChange={(): void => setOpen(!isOpen)}
-									items={TOOLBAR_VIEWS}
-									selectedView={selectedView}
-									onChangeSelectedView={handleChangeSelectedView}
-								/>
-							}
-							warningElement={
-								!isEmpty(warning) ? <WarningPopover warningData={warning} /> : <div />
-							}
-							rightActions={
-								<RightToolbarActions
-									onStageRunQuery={(): void => {
-										setIsCancelled(false);
-										handleRunQuery();
-									}}
-									isLoadingQueries={isLoadingQueries}
-									handleCancelQuery={handleCancelQuery}
-								/>
-							}
-						/>
-					</div>
-					<ExplorerCard sourcepage={DataSource.TRACES}>
-						<div className="query-section-container">
-							<QuerySection />
-						</div>
-					</ExplorerCard>
-
-					<div className="traces-explorer-views">
-						{isCancelled && (
-							<QueryCancelledPlaceholder subText='Click "Run Query" to load traces.' />
-						)}
-
-						{!isCancelled && selectedView === ExplorerViews.LIST && (
-							<div className="trace-explorer-list-view">
-								<ListView
-									isFilterApplied={isFilterApplied}
-									setWarning={setWarning}
-									setIsLoadingQueries={setIsLoadingQueries}
-									queryKeyRef={listQueryKeyRef}
-								/>
-							</div>
-						)}
-
-						{!isCancelled && selectedView === ExplorerViews.TRACE && (
-							<div className="trace-explorer-traces-view">
-								<TracesView
-									isFilterApplied={isFilterApplied}
-									setWarning={setWarning}
-									setIsLoadingQueries={setIsLoadingQueries}
-									queryKeyRef={listQueryKeyRef}
-								/>
-							</div>
-						)}
-
-						{!isCancelled && selectedView === ExplorerViews.TIMESERIES && (
-							<div className="trace-explorer-time-series-view">
-								<TimeSeriesView
-									dataSource={DataSource.TRACES}
-									isFilterApplied={isFilterApplied}
-									setWarning={setWarning}
-									setIsLoadingQueries={setIsLoadingQueries}
-									queryKeyRef={listQueryKeyRef}
-								/>
-							</div>
-						)}
-
-						{!isCancelled && selectedView === ExplorerViews.TABLE && (
-							<div className="trace-explorer-table-view">
-								<TableView
-									setWarning={setWarning}
-									setIsLoadingQueries={setIsLoadingQueries}
-									queryKeyRef={listQueryKeyRef}
-								/>
-							</div>
-						)}
-					</div>
-
-					<ExplorerOptionWrapper
-						disabled={!stagedQuery}
-						query={exportDefaultQuery}
-						sourcepage={DataSource.TRACES}
-						onExport={handleExport}
-						handleChangeSelectedView={handleChangeSelectedView}
-					/>
-				</div>
-			</div>
-		</Sentry.ErrorBoundary>
+		<div className={styles.explorer} data-testid="llm-observability-explorer">
+			<div className={styles.placeholder}>Explorer coming soon.</div>
+		</div>
 	);
 }
 

frontend/src/container/LLMObservability/Explorer/ListView/ListView.module.scss

@@ -1,8 +0,0 @@
-.container {
-	display: flex;
-	flex-direction: column;
-	flex: 1;
-	min-height: 0;
-	height: calc(100vh - 240px);
-	min-height: 400px;
-}

frontend/src/container/LLMObservability/Explorer/ListView/ListView.styles.scss

@@ -1,34 +0,0 @@
-.trace-explorer-controls {
-	display: flex;
-	justify-content: flex-end;
-	align-items: center;
-	gap: 8px;
-
-	.order-by-container {
-		display: flex;
-		align-items: center;
-		gap: 8px;
-
-		.order-by-label {
-			color: var(--muted-foreground);
-			font-size: 12px;
-			font-style: normal;
-			font-weight: 400;
-			line-height: 16px; /* 133.333% */
-
-			display: flex;
-			align-items: center;
-			gap: 4px;
-		}
-
-		.order-by-select {
-			width: 100px;
-
-			.ant-select-selector {
-				border: none;
-				box-shadow: none;
-				background-color: transparent;
-			}
-		}
-	}
-}

frontend/src/container/LLMObservability/Explorer/ListView/ListView.tsx

@@ -1,272 +0,0 @@
-import {
-	Dispatch,
-	memo,
-	MutableRefObject,
-	SetStateAction,
-	useCallback,
-	useEffect,
-	useMemo,
-	useState,
-} from 'react';
-import { QueryKey } from 'react-query';
-// eslint-disable-next-line no-restricted-imports
-import { useSelector } from 'react-redux';
-import logEvent from 'api/common/logEvent';
-import DownloadOptionsMenu from 'components/DownloadOptionsMenu/DownloadOptionsMenu';
-import ListViewOrderBy from 'components/OrderBy/ListViewOrderBy';
-import type { TableColumnDef } from 'components/TanStackTableView/types';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { QueryParams } from 'constants/query';
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
-import { useOptionsMenu } from 'container/OptionsMenu';
-import { CustomTimeType } from 'container/TopNav/DateTimeSelectionV2/types';
-import TraceExplorerControls from 'container/TracesExplorer/Controls';
-import { getListViewQuery } from 'container/TracesExplorer/explorerUtils';
-import {
-	getTraceLink,
-	transformSpanRows,
-} from 'container/TracesExplorer/ListView/utils';
-import {
-	getFieldColumn,
-	TracesTableRow,
-} from 'container/TracesExplorer/TracesTable/getFieldColumn';
-import TracesTable from 'container/TracesExplorer/TracesTable/TracesTable';
-import { useGetQueryRange } from 'hooks/queryBuilder/useGetQueryRange';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { Pagination } from 'hooks/queryPagination';
-import { getDefaultPaginationConfig } from 'hooks/queryPagination/utils';
-import useUrlQueryData from 'hooks/useUrlQueryData';
-import { ArrowUp10, Minus } from '@signozhq/icons';
-import { AppState } from 'store/reducers';
-import { Warning } from 'types/api';
-import { DataSource } from 'types/common/queryBuilder';
-import { GlobalReducer } from 'types/reducer/globalTime';
-
-import {
-	defaultSelectedColumns,
-	PER_PAGE_OPTIONS,
-	TIMESTAMP_FIELD,
-} from './configs';
-import './ListView.styles.scss';
-
-import styles from './ListView.module.scss';
-
-interface ListViewProps {
-	isFilterApplied: boolean;
-	setWarning: Dispatch<SetStateAction<Warning | undefined>>;
-	setIsLoadingQueries: Dispatch<SetStateAction<boolean>>;
-	queryKeyRef?: MutableRefObject<QueryKey | undefined>;
-}
-
-function ListView({
-	isFilterApplied,
-	setWarning,
-	setIsLoadingQueries,
-	queryKeyRef,
-}: ListViewProps): JSX.Element {
-	const { stagedQuery, panelType: panelTypeFromQueryBuilder } =
-		useQueryBuilder();
-
-	const panelType = panelTypeFromQueryBuilder || PANEL_TYPES.LIST;
-
-	const [orderBy, setOrderBy] = useState<string>('timestamp:desc');
-
-	const {
-		selectedTime: globalSelectedTime,
-		maxTime,
-		minTime,
-		loading: timeRangeUpdateLoading,
-	} = useSelector<AppState, GlobalReducer>((state) => state.globalTime);
-
-	const { options, config } = useOptionsMenu({
-		dataSource: DataSource.TRACES,
-		aggregateOperator: 'count',
-		initialOptions: {
-			selectColumns: defaultSelectedColumns,
-		},
-	});
-
-	const { queryData: paginationQueryData } = useUrlQueryData<Pagination>(
-		QueryParams.pagination,
-	);
-	const paginationConfig =
-		paginationQueryData ?? getDefaultPaginationConfig(PER_PAGE_OPTIONS);
-
-	const requestQuery = useMemo(
-		() => getListViewQuery(stagedQuery || initialQueriesMap.traces, orderBy),
-		[stagedQuery, orderBy],
-	);
-
-	// Stable sorted-name signature for the queryKey.
-	// - Drag updates selectColumns; raw queryKey would churn on reorder.
-	// - Trace API fetches only listed columns → add/remove must refetch.
-	// - Sorted-name signature: stable on reorder, changes on add/remove.
-	const selectColumnsSignature = useMemo(
-		() =>
-			(options?.selectColumns ?? [])
-				.map((c) => c.name)
-				.sort()
-				.join(','),
-		[options?.selectColumns],
-	);
-
-	const queryKey = useMemo(
-		() => [
-			REACT_QUERY_KEY.GET_QUERY_RANGE,
-			globalSelectedTime,
-			maxTime,
-			minTime,
-			stagedQuery,
-			panelType,
-			paginationConfig,
-			selectColumnsSignature,
-			orderBy,
-		],
-		[
-			stagedQuery,
-			panelType,
-			globalSelectedTime,
-			paginationConfig,
-			selectColumnsSignature,
-			maxTime,
-			minTime,
-			orderBy,
-		],
-	);
-
-	if (queryKeyRef) {
-		queryKeyRef.current = queryKey;
-	}
-
-	const { data, isFetching, isLoading, isError, error } = useGetQueryRange(
-		{
-			query: requestQuery,
-			graphType: panelType,
-			selectedTime: 'GLOBAL_TIME' as const,
-			globalSelectedInterval: globalSelectedTime as CustomTimeType,
-			params: {
-				dataSource: 'traces',
-			},
-			tableParams: {
-				pagination: paginationConfig,
-				selectColumns: options?.selectColumns,
-			},
-		},
-		ENTITY_VERSION_V5,
-		{
-			queryKey,
-			enabled:
-				// don't make api call while the time range state in redux is loading
-				!timeRangeUpdateLoading &&
-				!!stagedQuery &&
-				panelType === PANEL_TYPES.LIST &&
-				!!options?.selectColumns?.length,
-		},
-	);
-
-	useEffect(() => {
-		if (data?.payload) {
-			setWarning(data?.warning);
-		}
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [data?.payload, data?.warning]);
-
-	useEffect(() => {
-		if (isLoading || isFetching) {
-			setIsLoadingQueries(true);
-		} else {
-			setIsLoadingQueries(false);
-		}
-	}, [isLoading, isFetching, setIsLoadingQueries]);
-
-	const queryTableDataResult = data?.payload?.data?.newResult?.data?.result;
-	const queryTableData = useMemo(
-		() => queryTableDataResult || [],
-		[queryTableDataResult],
-	);
-
-	const columns = useMemo<TableColumnDef<TracesTableRow>[]>(() => {
-		const fields = [
-			TIMESTAMP_FIELD,
-			...(options?.selectColumns ?? []).filter(
-				(field) => field.name !== TIMESTAMP_FIELD.name,
-			),
-		];
-		return fields.map((field) => getFieldColumn(field));
-	}, [options?.selectColumns]);
-
-	const rows = useMemo(
-		() => transformSpanRows(queryTableData),
-		[queryTableData],
-	);
-
-	const handleColumnOrderChange = useCallback(
-		(reordered: TableColumnDef<TracesTableRow>[]): void => {
-			config?.addColumn?.onReorder(reordered.map((column) => column.id));
-		},
-		[config],
-	);
-
-	const handleOrderChange = useCallback((value: string) => {
-		setOrderBy(value);
-	}, []);
-
-	useEffect(() => {
-		if (!isLoading && !isFetching && !isError && rows.length !== 0) {
-			void logEvent('Traces Explorer: Data present', {
-				panelType,
-			});
-		}
-	}, [isLoading, isFetching, isError, rows, panelType]);
-
-	return (
-		<div className={styles.container}>
-			<div className="trace-explorer-controls">
-				<div className="order-by-container">
-					<div className="order-by-label">
-						Order by <Minus size={14} /> <ArrowUp10 size={14} />
-					</div>
-
-					<ListViewOrderBy
-						value={orderBy}
-						onChange={handleOrderChange}
-						dataSource={DataSource.TRACES}
-					/>
-				</div>
-
-				<DownloadOptionsMenu
-					dataSource={DataSource.TRACES}
-					selectedColumns={options?.selectColumns}
-				/>
-
-				<TraceExplorerControls
-					isLoading={isFetching}
-					totalCount={rows.length}
-					config={config}
-					perPageOptions={PER_PAGE_OPTIONS}
-				/>
-			</div>
-
-			<TracesTable
-				data={rows}
-				columns={columns}
-				panelType="LIST"
-				getRowHref={getTraceLink}
-				isLoading={isLoading}
-				isFetching={isFetching}
-				isError={isError}
-				error={error}
-				isFilterApplied={isFilterApplied}
-				onColumnOrderChange={handleColumnOrderChange}
-				onColumnRemove={config?.addColumn?.onRemove}
-			/>
-		</div>
-	);
-}
-
-ListView.defaultProps = {
-	queryKeyRef: undefined,
-};
-
-export default memo(ListView);

frontend/src/container/LLMObservability/Explorer/ListView/configs.ts

@@ -1,19 +0,0 @@
-import type { TelemetryFieldKey } from 'api/v5/v5';
-import { DEFAULT_PER_PAGE_OPTIONS } from 'hooks/queryPagination';
-
-export const defaultSelectedColumns: string[] = [
-	'service.name',
-	'name',
-	'duration_nano',
-	'http_method',
-	'response_status_code',
-	'timestamp',
-];
-
-export const PER_PAGE_OPTIONS: number[] = [10, ...DEFAULT_PER_PAGE_OPTIONS];
-
-// Pinned timestamp column
-export const TIMESTAMP_FIELD = {
-	name: 'timestamp',
-	fieldContext: 'span',
-} as TelemetryFieldKey;

frontend/src/container/LLMObservability/Explorer/QuerySection/QuerySection.tsx

@@ -1,61 +0,0 @@
-import { memo, useCallback, useMemo } from 'react';
-import { QueryBuilderV2 } from 'components/QueryBuilderV2/QueryBuilderV2';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import ExplorerOrderBy from 'container/ExplorerOrderBy';
-import { OrderByFilterProps } from 'container/QueryBuilder/filters/OrderByFilter/OrderByFilter.interfaces';
-import { QueryBuilderProps } from 'container/QueryBuilder/QueryBuilder.interfaces';
-import { useGetPanelTypesQueryParam } from 'hooks/queryBuilder/useGetPanelTypesQueryParam';
-import { DataSource } from 'types/common/queryBuilder';
-
-function QuerySection(): JSX.Element {
-	const panelTypes = useGetPanelTypesQueryParam(PANEL_TYPES.LIST);
-
-	const filterConfigs: QueryBuilderProps['filterConfigs'] = useMemo(() => {
-		const isList = panelTypes === PANEL_TYPES.LIST;
-		const config: QueryBuilderProps['filterConfigs'] = {
-			stepInterval: { isHidden: false, isDisabled: false },
-			limit: { isHidden: isList, isDisabled: true },
-			having: { isHidden: isList, isDisabled: true },
-		};
-
-		return config;
-	}, [panelTypes]);
-
-	const renderOrderBy = useCallback(
-		({ query, onChange }: OrderByFilterProps) => (
-			<ExplorerOrderBy query={query} onChange={onChange} />
-		),
-		[],
-	);
-
-	const queryComponents = useMemo((): QueryBuilderProps['queryComponents'] => {
-		const shouldRenderCustomOrderBy =
-			panelTypes === PANEL_TYPES.LIST || panelTypes === PANEL_TYPES.TRACE;
-
-		return {
-			...(shouldRenderCustomOrderBy ? { renderOrderBy } : {}),
-		};
-	}, [panelTypes, renderOrderBy]);
-
-	const isListViewPanel = useMemo(
-		() => panelTypes === PANEL_TYPES.LIST || panelTypes === PANEL_TYPES.TRACE,
-		[panelTypes],
-	);
-
-	return (
-		<QueryBuilderV2
-			isListViewPanel={isListViewPanel}
-			showTraceOperator
-			config={{ initialDataSource: DataSource.TRACES, queryVariant: 'static' }}
-			queryComponents={queryComponents}
-			panelType={panelTypes}
-			filterConfigs={filterConfigs}
-			showOnlyWhereClause={
-				panelTypes === PANEL_TYPES.LIST || panelTypes === PANEL_TYPES.TRACE
-			}
-			version="v3" // setting this to v3 as we this is rendered in logs explorer
-		/>
-	);
-}
-
-export default memo(QuerySection);

frontend/src/container/LLMObservability/Explorer/TableView/TableView.styles.scss

@@ -1,7 +0,0 @@
-.traces-table-view-header {
-	display: flex;
-	justify-content: flex-end;
-	align-items: center;
-	padding: 12px;
-	flex-shrink: 0;
-}

frontend/src/container/LLMObservability/Explorer/TableView/TableView.tsx

@@ -1,130 +0,0 @@
-import {
-	Dispatch,
-	memo,
-	MutableRefObject,
-	SetStateAction,
-	useEffect,
-	useMemo,
-} from 'react';
-// eslint-disable-next-line no-restricted-imports
-import { useSelector } from 'react-redux';
-import { Space } from 'antd';
-import ErrorInPlace from 'components/ErrorInPlace/ErrorInPlace';
-import ExportMenu from 'components/ExportMenu/ExportMenu';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
-import { QueryTable } from 'container/QueryTable';
-import { useGetQueryRange } from 'hooks/queryBuilder/useGetQueryRange';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { AppState } from 'store/reducers';
-import { Warning } from 'types/api';
-import APIError from 'types/api/error';
-import { QueryDataV3 } from 'types/api/widgets/getQuery';
-import { DataSource } from 'types/common/queryBuilder';
-import { GlobalReducer } from 'types/reducer/globalTime';
-
-import './TableView.styles.scss';
-
-function TableView({
-	setWarning,
-	setIsLoadingQueries,
-	queryKeyRef,
-}: {
-	setWarning: Dispatch<SetStateAction<Warning | undefined>>;
-	setIsLoadingQueries: Dispatch<SetStateAction<boolean>>;
-	queryKeyRef?: MutableRefObject<any>;
-}): JSX.Element {
-	const { stagedQuery, panelType } = useQueryBuilder();
-
-	const {
-		selectedTime: globalSelectedTime,
-		maxTime,
-		minTime,
-	} = useSelector<AppState, GlobalReducer>((state) => state.globalTime);
-
-	const queryKey = useMemo(
-		() => [
-			REACT_QUERY_KEY.GET_QUERY_RANGE,
-			globalSelectedTime,
-			maxTime,
-			minTime,
-			stagedQuery,
-		],
-		[globalSelectedTime, maxTime, minTime, stagedQuery],
-	);
-
-	if (queryKeyRef) {
-		queryKeyRef.current = queryKey;
-	}
-
-	const { data, isLoading, isFetching, isError, error } = useGetQueryRange(
-		{
-			query: stagedQuery || initialQueriesMap.traces,
-			graphType: panelType || PANEL_TYPES.TABLE,
-			selectedTime: 'GLOBAL_TIME',
-			globalSelectedInterval: globalSelectedTime,
-			params: {
-				dataSource: 'traces',
-			},
-		},
-		ENTITY_VERSION_V5,
-		{
-			queryKey,
-			enabled: !!stagedQuery && panelType === PANEL_TYPES.TABLE,
-		},
-	);
-
-	useEffect(() => {
-		if (isLoading || isFetching) {
-			setIsLoadingQueries(true);
-		} else {
-			setIsLoadingQueries(false);
-		}
-	}, [isLoading, isFetching, setIsLoadingQueries]);
-
-	const queryTableData = useMemo(
-		() =>
-			data?.payload?.data?.newResult?.data?.result ||
-			data?.payload.data.result ||
-			[],
-		[data],
-	);
-
-	useEffect(() => {
-		if (data?.payload) {
-			setWarning(data.warning);
-		}
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [data?.payload, data?.warning]);
-
-	return (
-		<Space.Compact block direction="vertical">
-			{isError && error && <ErrorInPlace error={error as APIError} />}
-			{!isError && data && (
-				<div className="traces-table-view-header">
-					<ExportMenu
-						dataSource={DataSource.TRACES}
-						data={data}
-						query={stagedQuery || initialQueriesMap.traces}
-						fileName="traces-table"
-					/>
-				</div>
-			)}
-			{!isError && (
-				<QueryTable
-					query={stagedQuery || initialQueriesMap.traces}
-					queryTableData={queryTableData as QueryDataV3[]}
-					loading={isLoading}
-					sticky
-				/>
-			)}
-		</Space.Compact>
-	);
-}
-
-TableView.defaultProps = {
-	queryKeyRef: undefined,
-};
-
-export default memo(TableView);

frontend/src/container/LLMObservability/Explorer/TimeSeriesView/TimeSeriesView.styles.scss

@@ -1,8 +0,0 @@
-.trace-explorer-time-series-view-container {
-	&-header {
-		display: flex;
-		justify-content: flex-start;
-		align-items: center;
-		padding: 12px;
-	}
-}

frontend/src/container/LLMObservability/Explorer/TimeSeriesView/TimeSeriesView.tsx

@@ -1,147 +0,0 @@
-import {
-	Dispatch,
-	MutableRefObject,
-	SetStateAction,
-	useEffect,
-	useMemo,
-} from 'react';
-// eslint-disable-next-line no-restricted-imports
-import { useSelector } from 'react-redux';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
-import TimeSeriesView from 'container/TimeSeriesView/TimeSeriesView';
-import { convertDataValueToMs } from 'container/TimeSeriesView/utils';
-import { useGetQueryRange } from 'hooks/queryBuilder/useGetQueryRange';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import useUrlYAxisUnit from 'hooks/useUrlYAxisUnit';
-import { AppState } from 'store/reducers';
-import { Warning } from 'types/api';
-import APIError from 'types/api/error';
-import { DataSource } from 'types/common/queryBuilder';
-import { GlobalReducer } from 'types/reducer/globalTime';
-
-import './TimeSeriesView.styles.scss';
-
-function TimeSeriesViewContainer({
-	dataSource = DataSource.TRACES,
-	isFilterApplied,
-	setWarning,
-	setIsLoadingQueries,
-	queryKeyRef,
-}: TimeSeriesViewProps): JSX.Element {
-	const { stagedQuery, currentQuery, panelType } = useQueryBuilder();
-
-	const isValidToConvertToMs = useMemo(() => {
-		const isValid: boolean[] = [];
-
-		currentQuery.builder.queryData.forEach(
-			({ aggregateAttribute, aggregateOperator }) => {
-				const isExistDurationNanoAttribute =
-					aggregateAttribute?.key === 'durationNano' ||
-					aggregateAttribute?.key === 'duration_nano';
-
-				const isCountOperator =
-					aggregateOperator === 'count' || aggregateOperator === 'count_distinct';
-
-				isValid.push(!isCountOperator && isExistDurationNanoAttribute);
-			},
-		);
-
-		return isValid.every(Boolean);
-	}, [currentQuery]);
-
-	const defaultUnit = isValidToConvertToMs ? 'ms' : 'short';
-	const { yAxisUnit, onUnitChange } = useUrlYAxisUnit(defaultUnit);
-
-	const {
-		selectedTime: globalSelectedTime,
-		maxTime,
-		minTime,
-	} = useSelector<AppState, GlobalReducer>((state) => state.globalTime);
-
-	const queryKey = useMemo(
-		() => [
-			REACT_QUERY_KEY.GET_QUERY_RANGE,
-			globalSelectedTime,
-			maxTime,
-			minTime,
-			stagedQuery,
-		],
-		[globalSelectedTime, maxTime, minTime, stagedQuery],
-	);
-
-	if (queryKeyRef) {
-		queryKeyRef.current = queryKey;
-	}
-
-	const { data, isLoading, isFetching, isError, error } = useGetQueryRange(
-		{
-			query: stagedQuery || initialQueriesMap[dataSource],
-			graphType: panelType || PANEL_TYPES.TIME_SERIES,
-			selectedTime: 'GLOBAL_TIME',
-			globalSelectedInterval: globalSelectedTime,
-			params: {
-				dataSource,
-			},
-		},
-		// ENTITY_VERSION_V4,
-		ENTITY_VERSION_V5,
-		{
-			queryKey,
-			enabled: !!stagedQuery && panelType === PANEL_TYPES.TIME_SERIES,
-		},
-	);
-
-	useEffect(() => {
-		if (data?.payload) {
-			setWarning(data?.warning);
-		}
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [data?.payload, data?.warning]);
-
-	const responseData = useMemo(
-		() => (isValidToConvertToMs ? convertDataValueToMs(data) : data),
-		[data, isValidToConvertToMs],
-	);
-
-	useEffect(() => {
-		if (isLoading || isFetching) {
-			setIsLoadingQueries(true);
-		} else {
-			setIsLoadingQueries(false);
-		}
-	}, [isLoading, isFetching, setIsLoadingQueries]);
-
-	return (
-		<div className="trace-explorer-time-series-view-container">
-			<TimeSeriesView
-				isFilterApplied={isFilterApplied}
-				isError={isError}
-				error={error as APIError}
-				isLoading={isLoading || isFetching}
-				data={responseData}
-				yAxisUnit={yAxisUnit}
-				onYAxisUnitChange={onUnitChange}
-				dataSource={dataSource}
-				setWarning={setWarning}
-				allowExport
-			/>
-		</div>
-	);
-}
-
-interface TimeSeriesViewProps {
-	dataSource?: DataSource;
-	isFilterApplied: boolean;
-	setWarning: Dispatch<SetStateAction<Warning | undefined>>;
-	setIsLoadingQueries: Dispatch<SetStateAction<boolean>>;
-	queryKeyRef?: MutableRefObject<any>;
-}
-
-TimeSeriesViewContainer.defaultProps = {
-	dataSource: DataSource.TRACES,
-	queryKeyRef: undefined,
-};
-
-export default TimeSeriesViewContainer;

frontend/src/container/LLMObservability/Explorer/TracesView/TracesView.module.scss

@@ -1,15 +0,0 @@
-.container {
-	display: flex;
-	flex-direction: column;
-	flex: 1;
-	min-height: 0;
-	// Page chain isn't a flex column, so anchor the virtualized table against the viewport.
-	height: calc(100vh - 240px);
-	min-height: 400px;
-}
-
-.actionsContainer {
-	display: flex;
-	justify-content: space-between;
-	align-items: center;
-}

frontend/src/container/LLMObservability/Explorer/TracesView/TracesView.tsx

@@ -1,190 +0,0 @@
-import {
-	Dispatch,
-	memo,
-	MutableRefObject,
-	SetStateAction,
-	useEffect,
-	useMemo,
-} from 'react';
-import { QueryKey } from 'react-query';
-// eslint-disable-next-line no-restricted-imports
-import { useSelector } from 'react-redux';
-import { Typography } from '@signozhq/ui/typography';
-import logEvent from 'api/common/logEvent';
-import DownloadOptionsMenu from 'components/DownloadOptionsMenu/DownloadOptionsMenu';
-import { ENTITY_VERSION_V5 } from 'constants/app';
-import { QueryParams } from 'constants/query';
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
-import TraceExplorerControls from 'container/TracesExplorer/Controls';
-import { getListViewQuery } from 'container/TracesExplorer/explorerUtils';
-import { getTraceLink } from 'container/TracesExplorer/ListView/utils';
-import { TracesTableRow } from 'container/TracesExplorer/TracesTable/getFieldColumn';
-import TracesTable from 'container/TracesExplorer/TracesTable/TracesTable';
-import { useGetQueryRange } from 'hooks/queryBuilder/useGetQueryRange';
-import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
-import { Pagination } from 'hooks/queryPagination';
-import useUrlQueryData from 'hooks/useUrlQueryData';
-import { AppState } from 'store/reducers';
-import { Warning } from 'types/api';
-import { DataSource } from 'types/common/queryBuilder';
-import { GlobalReducer } from 'types/reducer/globalTime';
-import DOCLINKS from 'utils/docLinks';
-
-import { columns, PER_PAGE_OPTIONS } from './configs';
-import styles from './TracesView.module.scss';
-
-interface TracesViewProps {
-	isFilterApplied: boolean;
-	setWarning: Dispatch<SetStateAction<Warning | undefined>>;
-	setIsLoadingQueries: Dispatch<SetStateAction<boolean>>;
-	queryKeyRef?: MutableRefObject<QueryKey | undefined>;
-}
-
-function TracesView({
-	isFilterApplied,
-	setWarning,
-	setIsLoadingQueries,
-	queryKeyRef,
-}: TracesViewProps): JSX.Element {
-	const { stagedQuery, panelType } = useQueryBuilder();
-
-	const {
-		selectedTime: globalSelectedTime,
-		maxTime,
-		minTime,
-	} = useSelector<AppState, GlobalReducer>((state) => state.globalTime);
-
-	const { queryData: paginationQueryData } = useUrlQueryData<Pagination>(
-		QueryParams.pagination,
-	);
-
-	const transformedQuery = useMemo(
-		() => getListViewQuery(stagedQuery || initialQueriesMap.traces),
-		[stagedQuery],
-	);
-
-	const queryKey = useMemo(
-		() => [
-			REACT_QUERY_KEY.GET_QUERY_RANGE,
-			globalSelectedTime,
-			maxTime,
-			minTime,
-			stagedQuery,
-			panelType,
-			paginationQueryData,
-		],
-		[
-			globalSelectedTime,
-			maxTime,
-			minTime,
-			stagedQuery,
-			panelType,
-			paginationQueryData,
-		],
-	);
-
-	if (queryKeyRef) {
-		queryKeyRef.current = queryKey;
-	}
-
-	const { data, isLoading, isFetching, isError, error } = useGetQueryRange(
-		{
-			query: transformedQuery,
-			graphType: panelType || PANEL_TYPES.TRACE,
-			selectedTime: 'GLOBAL_TIME',
-			globalSelectedInterval: globalSelectedTime,
-			params: {
-				dataSource: 'traces',
-			},
-			tableParams: {
-				pagination: paginationQueryData,
-			},
-		},
-		ENTITY_VERSION_V5,
-		{
-			queryKey,
-			enabled: !!stagedQuery && panelType === PANEL_TYPES.TRACE,
-		},
-	);
-
-	useEffect(() => {
-		if (data?.payload) {
-			setWarning(data?.warning);
-		}
-		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [data?.payload, data?.warning]);
-
-	const responseData = data?.payload?.data?.newResult?.data?.result[0]?.list;
-
-	const rows = useMemo<TracesTableRow[]>(
-		() =>
-			(responseData ?? []).map((item) => {
-				const row = item.data;
-				return { ...row, id: row.trace_id };
-			}) as TracesTableRow[],
-		[responseData],
-	);
-
-	useEffect(() => {
-		if (isLoading || isFetching) {
-			setIsLoadingQueries(true);
-		} else {
-			setIsLoadingQueries(false);
-		}
-	}, [isLoading, isFetching, setIsLoadingQueries]);
-
-	useEffect(() => {
-		if (!isLoading && !isFetching && !isError && rows.length !== 0) {
-			void logEvent('Traces Explorer: Data present', {
-				panelType: 'TRACE',
-			});
-		}
-	}, [isLoading, isFetching, isError, rows.length]);
-
-	return (
-		<div className={styles.container}>
-			<div className={styles.actionsContainer}>
-				<Typography>
-					This tab only shows Root Spans. More details
-					<Typography.Link href={DOCLINKS.TRACES_DETAILS_LINK} target="_blank">
-						{' '}
-						here
-					</Typography.Link>
-				</Typography>
-
-				<div className="trace-explorer-controls">
-					<DownloadOptionsMenu
-						dataSource={DataSource.TRACES}
-						panelType={PANEL_TYPES.TRACE}
-					/>
-
-					<TraceExplorerControls
-						isLoading={isLoading}
-						totalCount={rows.length}
-						perPageOptions={PER_PAGE_OPTIONS}
-					/>
-				</div>
-			</div>
-
-			<TracesTable
-				data={rows}
-				columns={columns}
-				respectColumnOrder
-				panelType="TRACE"
-				getRowHref={getTraceLink}
-				isLoading={isLoading}
-				isFetching={isFetching}
-				isError={isError}
-				error={error}
-				isFilterApplied={isFilterApplied}
-			/>
-		</div>
-	);
-}
-
-TracesView.defaultProps = {
-	queryKeyRef: undefined,
-};
-
-export default memo(TracesView);

frontend/src/container/LLMObservability/Explorer/TracesView/configs.ts

@@ -1,25 +0,0 @@
-import { TelemetryFieldKey } from 'api/v5/v5';
-import type { TableColumnDef } from 'components/TanStackTableView/types';
-import {
-	getFieldColumn,
-	TracesTableRow,
-} from 'container/TracesExplorer/TracesTable/getFieldColumn';
-import { DEFAULT_PER_PAGE_OPTIONS } from 'hooks/queryPagination';
-
-export const PER_PAGE_OPTIONS: number[] = [10, ...DEFAULT_PER_PAGE_OPTIONS];
-
-const TRACE_FIELDS = [
-	{ name: 'service.name', fieldContext: 'resource' },
-	{ name: 'name' },
-	{ name: 'duration_nano' },
-	{ name: 'span_count' },
-	{ name: 'trace_id' },
-] as TelemetryFieldKey[];
-
-export const columns: TableColumnDef<TracesTableRow>[] = TRACE_FIELDS.map(
-	(field) => ({
-		...getFieldColumn(field),
-		enableRemove: false,
-		canBeHidden: false,
-	}),
-);

frontend/src/container/LLMObservability/Explorer/constants.ts

@@ -1,36 +0,0 @@
-export const TOOLBAR_VIEWS = {
-	list: {
-		name: 'list',
-		label: 'List',
-		show: true,
-		key: 'list',
-	},
-	timeseries: {
-		name: 'timeseries',
-		label: 'Timeseries',
-		disabled: false,
-		show: true,
-		key: 'timeseries',
-	},
-	trace: {
-		name: 'trace',
-		label: 'Trace',
-		disabled: false,
-		show: true,
-		key: 'trace',
-	},
-	table: {
-		name: 'table',
-		label: 'Table',
-		disabled: false,
-		show: true,
-		key: 'table',
-	},
-	clickhouse: {
-		name: 'clickhouse',
-		label: 'Clickhouse',
-		disabled: false,
-		show: false,
-		key: 'clickhouse',
-	},
-};

frontend/src/container/LLMObservability/LLMObservability.module.scss

@@ -4,8 +4,8 @@
 	height: 100%;
 	margin-top: var(--spacing-2);
 	margin-left: var(--spacing-2);
-	--tabs-text-color: var(--l1-foreground);
-	--tabs-active-text-color: var(--l1-foreground);
+	--tab-text-color: var(--l1-foreground);
+	--tab-active-text-color: var(--l1-foreground);
 	[role='tabpanel'] {
 		margin: 0;
 		padding: var(--spacing-0) var(--spacing-4);

frontend/src/container/LLMObservability/Settings/ModelPricing/LLMObservabilityModelPricing.module.scss

@@ -2,10 +2,10 @@
 	display: flex;
 	flex-direction: column;
 	gap: var(--spacing-8);
-	--tabs-content-padding: 0;
+	--tab-content-padding: 0;
 	margin-top: var(--spacing-3);
-	--tabs-text-color: var(--l1-foreground);
-	--tabs-active-text-color: var(--l1-foreground);
+	--tab-text-color: var(--l1-foreground);
+	--tab-active-text-color: var(--l1-foreground);
 }
 
 .tabLabel {

frontend/src/container/LLMObservability/__tests__/LLMObservability.test.tsx

@@ -18,12 +18,6 @@ jest.mock('pages/DashboardPageV2/DashboardContainer', () => ({
 	default: (): JSX.Element => <div data-testid="llm-overview-dashboard" />,
 }));
 
-// Same data-router gap as the dashboard above: the Explorer toolbar calls useNavigationType.
-jest.mock('container/LLMObservability/Explorer/Explorer', () => ({
-	__esModule: true,
-	default: (): JSX.Element => <div data-testid="llm-observability-explorer" />,
-}));
-
 function setupList(items = mockRules): void {
 	server.use(
 		rest.get(LLM_PRICING_ENDPOINT, (_req, res, ctx) =>

frontend/src/container/LiveLogs/LiveLogsContainer/index.tsx

@@ -275,7 +275,6 @@ function LiveLogsContainer({
 					onClose={(): void => setIsFieldsSelectorOpen(false)}
 					signal={DataSource.LOGS}
 					requiredFields={LOGS_REQUIRED_COLUMNS}
-					allowCustomFields
 				/>
 			)}
 		</div>

frontend/src/container/LiveLogs/LiveLogsList/LiveLogsList.styles.scss

@@ -4,6 +4,13 @@
 			padding: 0px 8px;
 
 			.logs-frequency-chart {
+				.ant-card-body {
+					height: 140px;
+					min-height: 140px;
+					padding: 0 16px 22px 16px;
+					font-family: 'Geist Mono';
+				}
+
 				margin-bottom: 0px;
 			}
 		}

frontend/src/container/LogsExplorerChart/LogsExplorerChart.styles.scss

@@ -3,6 +3,13 @@
 	min-height: 200px;
 	border-bottom: 1px solid var(--l1-border);
 
+	.ant-card-body {
+		height: 200px;
+		min-height: 200px;
+		padding: 0 16px 16px 16px;
+		font-family: 'Geist Mono';
+	}
+
 	.logs-frequency-chart-loading {
 		height: 100%;
 		display: flex;

frontend/src/container/LogsExplorerChart/index.tsx

@@ -1,29 +1,25 @@
-import { memo, useCallback, useMemo, useRef } from 'react';
+import { memo, useCallback, useMemo } from 'react';
 // eslint-disable-next-line no-restricted-imports
 import { useDispatch, useSelector } from 'react-redux';
 import { useLocation } from 'react-router-dom';
+import Graph from 'components/Graph';
 import Spinner from 'components/Spinner';
 import { QueryParams } from 'constants/query';
-import BarChart from 'container/DashboardContainer/visualization/charts/BarChart/BarChart';
-import { useResizeObserver } from 'hooks/useDimensions';
+import { themeColors } from 'constants/theme';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
 import useUrlQuery from 'hooks/useUrlQuery';
+import getChartData, { GetChartDataProps } from 'lib/getChartData';
 import GetMinMax from 'lib/getMinMax';
-import { LegendPosition } from 'lib/uPlotV2/components/types';
-import { StackMode } from 'lib/uPlotV2/config/types';
-import { useTimezone } from 'providers/Timezone';
+import { colors } from 'lib/getRandomColor';
 import { UpdateTimeInterval } from 'store/actions';
 import { AppState } from 'store/reducers';
 import { GlobalReducer } from 'types/reducer/globalTime';
 
 import { LogsExplorerChartProps } from './LogsExplorerChart.interfaces';
-import { useLogsExplorerChartConfig } from './useLogsExplorerChartConfig';
+import { getColorsForSeverityLabels } from './utils';
 
 import './LogsExplorerChart.styles.scss';
 
-// Axis and tooltip format separately; both need this or only one abbreviates.
-const Y_AXIS_UNIT = 'short';
-
 function LogsExplorerChart({
 	data,
 	isLoading,
@@ -41,6 +37,24 @@ function LogsExplorerChart({
 	const { minTime, maxTime } = useSelector<AppState, GlobalReducer>(
 		(state) => state.globalTime,
 	);
+	const handleCreateDatasets: Required<GetChartDataProps>['createDataset'] =
+		useCallback(
+			(element, index, allLabels) => ({
+				data: element,
+				backgroundColor: isLogsExplorerViews
+					? getColorsForSeverityLabels(allLabels[index], index)
+					: colors[index % colors.length] || themeColors.red,
+				borderColor: isLogsExplorerViews
+					? getColorsForSeverityLabels(allLabels[index], index)
+					: colors[index % colors.length] || themeColors.red,
+				...(isLabelEnabled
+					? {
+							label: allLabels[index],
+						}
+					: {}),
+			}),
+			[isLabelEnabled, isLogsExplorerViews],
+		);
 
 	const onDragSelect = useCallback(
 		(start: number, end: number): void => {
@@ -72,47 +86,44 @@ function LogsExplorerChart({
 		[dispatch, location.pathname, safeNavigate, urlQuery, isShowingLiveLogs],
 	);
 
-	// uPlot plots the series on a seconds-based x scale
-	const { minTimeScale, maxTimeScale } = useMemo(
+	const graphData = useMemo(
+		() =>
+			getChartData({
+				queryData: [
+					{
+						queryData: data,
+					},
+				],
+				createDataset: handleCreateDatasets,
+			}),
+		[data, handleCreateDatasets],
+	);
+
+	// Convert nanosecond timestamps to milliseconds for Chart.js
+	const { chartMinTime, chartMaxTime } = useMemo(
 		() => ({
-			minTimeScale: minTime ? Math.floor(minTime / 1e9) : undefined,
-			maxTimeScale: maxTime ? Math.floor(maxTime / 1e9) : undefined,
+			chartMinTime: minTime ? Math.floor(minTime / 1e6) : undefined,
+			chartMaxTime: maxTime ? Math.floor(maxTime / 1e6) : undefined,
 		}),
 		[minTime, maxTime],
 	);
 
-	const { timezone } = useTimezone();
-	const graphRef = useRef<HTMLDivElement>(null);
-	const dimensions = useResizeObserver(graphRef);
-
-	const { config, chartData } = useLogsExplorerChartConfig({
-		data,
-		isLogsExplorerViews,
-		isLabelEnabled,
-		onDragSelect,
-		minTimeScale,
-		maxTimeScale,
-		yAxisUnit: Y_AXIS_UNIT,
-	});
-
 	return (
-		<div ref={graphRef} className={`${className} logs-frequency-chart-container`}>
+		<div className={`${className} logs-frequency-chart-container`}>
 			{isLoading ? (
 				<div className="logs-frequency-chart-loading">
 					<Spinner size="default" height="100%" />
 				</div>
 			) : (
-				<BarChart
-					config={config}
-					data={chartData}
-					width={dimensions.width}
-					height={dimensions.height}
-					stack={isLogsExplorerViews ? StackMode.Normal : StackMode.None}
-					showLegend={isLabelEnabled}
-					legendConfig={{ position: LegendPosition.BOTTOM }}
-					timezone={timezone}
-					data-testid="logs-frequency-chart"
-					yAxisUnit={Y_AXIS_UNIT}
+				<Graph
+					name="logsExplorerChart"
+					data={graphData.data}
+					isStacked={isLogsExplorerViews}
+					type="bar"
+					animate
+					onDragSelect={onDragSelect}
+					minTime={chartMinTime}
+					maxTime={chartMaxTime}
 				/>
 			)}
 		</div>

frontend/src/container/LogsExplorerChart/useLogsExplorerChartConfig.ts

@@ -1,105 +0,0 @@
-import { useMemo } from 'react';
-import { PANEL_TYPES } from 'constants/queryBuilder';
-import { themeColors } from 'constants/theme';
-import { buildBaseConfig } from 'container/DashboardContainer/visualization/panels/utils/baseConfigBuilder';
-import { useIsDarkMode } from 'hooks/useDarkMode';
-import getLabelName from 'lib/getLabelName';
-import { colors } from 'lib/getRandomColor';
-import { getUPlotChartData } from 'lib/uPlotLib/utils/getUplotChartData';
-import { DrawStyle } from 'lib/uPlotV2/config/types';
-import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import { useTimezone } from 'providers/Timezone';
-import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
-import { QueryData } from 'types/api/widgets/getQuery';
-import uPlot from 'uplot';
-
-import { getColorsForSeverityLabels } from './utils';
-
-export interface UseLogsExplorerChartConfigParams {
-	data: QueryData[];
-	isLogsExplorerViews?: boolean;
-	isLabelEnabled?: boolean;
-	onDragSelect: (start: number, end: number) => void;
-	minTimeScale?: number;
-	maxTimeScale?: number;
-	yAxisUnit?: string;
-}
-
-export interface UseLogsExplorerChartConfigResult {
-	config: UPlotConfigBuilder;
-	chartData: uPlot.AlignedData;
-}
-
-export function useLogsExplorerChartConfig({
-	data,
-	isLogsExplorerViews = false,
-	isLabelEnabled = true,
-	onDragSelect,
-	minTimeScale,
-	maxTimeScale,
-	yAxisUnit,
-}: UseLogsExplorerChartConfigParams): UseLogsExplorerChartConfigResult {
-	const isDarkMode = useIsDarkMode();
-	const { timezone } = useTimezone();
-
-	// getUPlotChartData / buildBaseConfig both consume the legacy query-range payload
-	// shape, so the raw series list is wrapped instead of being plotted directly.
-	const apiResponse = useMemo(
-		() =>
-			({
-				data: { result: data, resultType: '' },
-			}) as unknown as MetricRangePayloadProps,
-		[data],
-	);
-
-	const chartData = useMemo(() => getUPlotChartData(apiResponse), [apiResponse]);
-
-	const config = useMemo(() => {
-		const builder = buildBaseConfig({
-			id: 'logs-explorer-frequency-chart',
-			isDarkMode,
-			onDragSelect,
-			timezone,
-			minTimeScale,
-			maxTimeScale,
-			yAxisUnit,
-			panelType: PANEL_TYPES.BAR,
-		});
-
-		data.forEach((series, index) => {
-			const label = getLabelName(
-				series.metric,
-				series.queryName || '',
-				series.legend || '',
-			);
-
-			const color = isLogsExplorerViews
-				? getColorsForSeverityLabels(label, index)
-				: colors[index % colors.length] || themeColors.red;
-
-			builder.addSeries({
-				scaleKey: 'y',
-				drawStyle: DrawStyle.Bar,
-				// No group-by yields query name "A"; use ' ' not '' so uPlot does not default the label to "Value".
-				label: isLabelEnabled && label.trim() ? label : ' ',
-				lineColor: color,
-				colorMapping: {},
-				isDarkMode,
-			});
-		});
-
-		return builder;
-	}, [
-		data,
-		isDarkMode,
-		isLabelEnabled,
-		isLogsExplorerViews,
-		maxTimeScale,
-		minTimeScale,
-		onDragSelect,
-		timezone,
-		yAxisUnit,
-	]);
-
-	return { config, chartData };
-}

frontend/src/container/LogsExplorerViews/LogsActionsContainer.tsx

@@ -113,7 +113,6 @@ function LogsActionsContainer({
 					onClose={(): void => setIsFieldsSelectorOpen(false)}
 					signal={DataSource.LOGS}
 					requiredFields={LOGS_REQUIRED_COLUMNS}
-					allowCustomFields
 				/>
 			)}
 		</div>

frontend/src/container/LogsExplorerViews/LogsExplorerViews.styles.scss

@@ -217,6 +217,13 @@
 		padding: 0px 8px;
 
 		.logs-frequency-chart {
+			.ant-card-body {
+				height: 140px;
+				min-height: 140px;
+				padding: 0 16px 22px 16px;
+				font-family: 'Geist Mono';
+			}
+
 			margin-bottom: 0px;
 		}
 	}

frontend/src/container/MCPServerSettings/ClientTabs/ClientTabs.styles.scss

@@ -6,8 +6,8 @@
 	}
 
 	// Remove default tab content padding/margin — the card provides spacing.
-	--tabs-content-padding: 0;
-	--tabs-content-margin: var(--spacing-4) 0 0;
+	--tab-content-padding: 0;
+	--tab-content-margin: var(--spacing-4) 0 0;
 }
 
 .mcp-client-tabs {

frontend/src/container/OptionsMenu/__test__/useOptionsMenu.test.ts

@@ -296,12 +296,12 @@ describe('useOptionsMenu', () => {
 				}),
 			);
 
-			// New order: [attribute:service.name, log:body, resource:service.name, log:timestamp]
+			// New order: [attribute.service.name, log.body, resource.service.name, log.timestamp]
 			result.current.config.addColumn?.onReorder([
-				'attribute:service.name:string',
-				'log:body:string',
-				'resource:service.name:string',
-				'log:timestamp',
+				'attribute.service.name',
+				'log.body',
+				'resource.service.name',
+				'log.timestamp',
 			]);
 
 			expect(mockUpdateColumns).toHaveBeenCalledTimes(1);
@@ -309,13 +309,13 @@ describe('useOptionsMenu', () => {
 			expect(
 				reordered.map(
 					(c: { name: string; fieldContext: string }) =>
-						`${c.fieldContext}:${c.name}`,
+						`${c.fieldContext}.${c.name}`,
 				),
 			).toStrictEqual([
-				'attribute:service.name',
-				'log:body',
-				'resource:service.name',
-				'log:timestamp',
+				'attribute.service.name',
+				'log.body',
+				'resource.service.name',
+				'log.timestamp',
 			]);
 		});
 
@@ -329,11 +329,11 @@ describe('useOptionsMenu', () => {
 
 			result.current.config.addColumn?.onReorder([
 				'state-indicator',
-				'log:timestamp',
+				'log.timestamp',
 				'unknown.composite',
-				'log:body:string',
-				'resource:service.name:string',
-				'attribute:service.name:string',
+				'log.body',
+				'resource.service.name',
+				'attribute.service.name',
 			]);
 
 			const reordered = mockUpdateColumns.mock.calls[0][0];
@@ -341,13 +341,13 @@ describe('useOptionsMenu', () => {
 			expect(
 				reordered.map(
 					(c: { name: string; fieldContext: string }) =>
-						`${c.fieldContext}:${c.name}`,
+						`${c.fieldContext}.${c.name}`,
 				),
 			).toStrictEqual([
-				'log:timestamp',
-				'log:body',
-				'resource:service.name',
-				'attribute:service.name',
+				'log.timestamp',
+				'log.body',
+				'resource.service.name',
+				'attribute.service.name',
 			]);
 		});
 
@@ -359,17 +359,17 @@ describe('useOptionsMenu', () => {
 				}),
 			);
 
-			// Removing 'resource:service.name' should drop ONLY the resource variant.
-			result.current.config.addColumn?.onRemove('resource:service.name:string');
+			// Removing 'resource.service.name' should drop ONLY the resource variant.
+			result.current.config.addColumn?.onRemove('resource.service.name');
 
 			expect(mockUpdateColumns).toHaveBeenCalledTimes(1);
 			const remaining = mockUpdateColumns.mock.calls[0][0];
 			expect(
 				remaining.map(
 					(c: { name: string; fieldContext: string }) =>
-						`${c.fieldContext}:${c.name}`,
+						`${c.fieldContext}.${c.name}`,
 				),
-			).toStrictEqual(['log:body', 'attribute:service.name', 'log:timestamp']);
+			).toStrictEqual(['log.body', 'attribute.service.name', 'log.timestamp']);
 		});
 
 		it('removing by a non-matching composite ID is a no-op (filter returns the full list)', () => {

frontend/src/container/OptionsMenu/constants.ts

@@ -56,7 +56,7 @@ export function dedupeColumnsByCompositeKey(
 	const seen = new Set<string>();
 	let hasDuplicate = false;
 	const deduped = columns.filter((c) => {
-		const key = buildCompositeKey(c.name, c.fieldContext, c.fieldDataType);
+		const key = buildCompositeKey(c.name, c.fieldContext);
 		if (seen.has(key)) {
 			hasDuplicate = true;
 			return false;

frontend/src/container/OptionsMenu/useOptionsMenu.ts

@@ -281,8 +281,7 @@ const useOptionsMenu = ({
 	const handleRemoveSelectedColumn = useCallback(
 		(columnKey: string) => {
 			const newSelectedColumns = preferences?.columns?.filter(
-				(f) =>
-					buildCompositeKey(f.name, f.fieldContext, f.fieldDataType) !== columnKey,
+				(f) => buildCompositeKey(f.name, f.fieldContext) !== columnKey,
 			);
 
 			if (!newSelectedColumns?.length && dataSource !== DataSource.LOGS) {
@@ -365,10 +364,7 @@ const useOptionsMenu = ({
 		(orderedIds: string[]): void => {
 			const current = preferences?.columns ?? [];
 			const byCompositeKey = new Map(
-				current.map((f) => [
-					buildCompositeKey(f.name, f.fieldContext, f.fieldDataType),
-					f,
-				]),
+				current.map((f) => [buildCompositeKey(f.name, f.fieldContext), f]),
 			);
 			const reordered = orderedIds
 				.map((id) => byCompositeKey.get(id))

frontend/src/container/OptionsMenu/utils.ts

@@ -15,11 +15,8 @@ export const getOptionsFromKeys = (
 	);
 };
 
-export const buildCompositeKey = (
-	name: string,
-	context?: string,
-	dataType?: string,
-): string => {
-	const withContext = context ? `${context}:${name}` : name;
-	return dataType ? `${withContext}:${dataType}` : withContext;
-};
+// Composite identity for a column. Disambiguates same-name fields across
+// different fieldContexts (e.g. resource.service.name vs attribute.service.name).
+// Falls back to bare name when context is missing.
+export const buildCompositeKey = (name: string, context?: string): string =>
+	context ? `${context}.${name}` : name;

frontend/src/container/PanelWrapper/__tests__/__snapshots__/ValuePanelWrapper.test.tsx.snap

@@ -35,7 +35,7 @@ exports[`Value panel wrappper tests should render tooltip when there are conflic
     class="c0"
   >
     <p
-      class="_typography_j4pmm_1"
+      class="_typography_ulrzs_1"
       data-slot="typography"
       data-variant="text"
     />
@@ -50,7 +50,7 @@ exports[`Value panel wrappper tests should render tooltip when there are conflic
         class="value-text-container"
       >
         <p
-          class="_typography_j4pmm_1 value-graph-text"
+          class="_typography_ulrzs_1 value-graph-text"
           data-slot="typography"
           data-testid="value-graph-text"
           data-variant="text"
@@ -59,7 +59,7 @@ exports[`Value panel wrappper tests should render tooltip when there are conflic
           295.43
         </p>
         <p
-          class="_typography_j4pmm_1 value-graph-unit"
+          class="_typography_ulrzs_1 value-graph-unit"
           data-slot="typography"
           data-testid="value-graph-suffix-unit"
           data-variant="text"

frontend/src/container/PipelinePage/tests/__snapshots__/DragAction.test.tsx.snap

@@ -22,11 +22,11 @@ exports[`PipelinePage container test should render DragAction section 1`] = `
     class="c0"
   >
     <div
-      class="_switch-wrapper_1a8sn_6"
+      class="_switch-wrapper_jbsv7_1"
     >
       <button
         aria-checked="true"
-        class="_switch_1a8sn_6"
+        class="_switch_jbsv7_1"
         data-color="robin"
         data-state="checked"
         id=":r0:"
@@ -35,7 +35,7 @@ exports[`PipelinePage container test should render DragAction section 1`] = `
         value="on"
       >
         <span
-          class="_switch__thumb_1a8sn_71"
+          class="_switch__thumb_jbsv7_59"
           data-state="checked"
         />
       </button>

frontend/src/container/PipelinePage/tests/__snapshots__/PipelinePageLayout.test.tsx.snap

@@ -74,7 +74,7 @@ exports[`PipelinePage container test should render PipelinePageLayout section 1`
             />
             <div>
               <p
-                class="_typography_j4pmm_1"
+                class="_typography_ulrzs_1"
                 data-slot="typography"
                 data-variant="text"
               >

frontend/src/container/RolesSettings/ViewRolePage/ViewRolePage.module.scss

@@ -105,7 +105,7 @@
 	flex-direction: column;
 	flex: 1;
 	min-height: 0;
-	--tabs-content-padding: 0px;
+	--tab-content-padding: 0px;
 
 	[role='tabpanel'] {
 		display: flex;

frontend/src/container/TracesExplorer/ListView/ListView.module.scss

@@ -1,8 +0,0 @@
-.container {
-	display: flex;
-	flex-direction: column;
-	flex: 1;
-	min-height: 0;
-	height: calc(100vh - 240px);
-	min-height: 400px;
-}

frontend/src/container/TracesExplorer/ListView/configs.tsx

@@ -1,4 +1,3 @@
-import type { TelemetryFieldKey } from 'api/v5/v5';
 import { DEFAULT_PER_PAGE_OPTIONS } from 'hooks/queryPagination';
 
 export const defaultSelectedColumns: string[] = [
@@ -11,9 +10,3 @@ export const defaultSelectedColumns: string[] = [
 ];
 
 export const PER_PAGE_OPTIONS: number[] = [10, ...DEFAULT_PER_PAGE_OPTIONS];
-
-// Pinned timestamp column
-export const TIMESTAMP_FIELD = {
-	name: 'timestamp',
-	fieldContext: 'span',
-} as TelemetryFieldKey;

frontend/src/container/TracesExplorer/ListView/index.data.test.tsx

@@ -1,133 +0,0 @@
-import { ENVIRONMENT } from 'constants/env';
-import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
-import { server } from 'mocks-server/server';
-import { rest } from 'msw';
-import { VirtuosoMockContext } from 'react-virtuoso';
-import { render, screen } from 'tests/test-utils';
-
-import ListView from './index';
-
-// globalTime starts with loading:true, which gates the list query. Force just that
-// slice's loading to false so the query fires; every other selector is untouched.
-jest.mock('react-redux', () => {
-	const actual = jest.requireActual('react-redux');
-	return {
-		...actual,
-		useSelector: (selector: (state: unknown) => unknown): unknown => {
-			const result = actual.useSelector(selector);
-			if (result && typeof result === 'object' && 'loading' in result) {
-				return { ...result, loading: false };
-			}
-			return result;
-		},
-	};
-});
-
-// List columns come from the options menu (server-synced preferences). Pin them
-// so the query fires and the expected columns render, independent of that API.
-jest.mock('container/OptionsMenu/useOptionsMenu', () => ({
-	__esModule: true,
-	default: (): unknown => ({
-		options: {
-			selectColumns: [
-				{ name: 'service.name', fieldContext: 'resource' },
-				{ name: 'name', fieldContext: 'span' },
-				{ name: 'duration_nano', fieldContext: 'span' },
-				{ name: 'http_method', fieldContext: 'span' },
-				{ name: 'response_status_code', fieldContext: 'span' },
-			],
-		},
-		config: { addColumn: { onRemove: jest.fn() } },
-	}),
-}));
-
-const BASE_URL = ENVIRONMENT.baseURL;
-const QUERY_RANGE_URL = `${BASE_URL}/api/v5/query_range`;
-
-const listRows = [
-	{
-		timestamp: '2024-07-19T08:39:58.735245Z',
-		data: {
-			'service.name': 'frontend',
-			name: 'HTTP GET',
-			duration_nano: 55306000,
-			http_method: 'GET',
-			response_status_code: '200',
-			span_id: '772c4d29dd9076ac',
-			trace_id: '0000000000000000344ded1387b08a7e',
-		},
-	},
-	{
-		timestamp: '2024-07-19T08:39:59.949129915Z',
-		data: {
-			'service.name': 'demo-app',
-			name: 'authenticate_check_db',
-			duration_nano: 790949390,
-			// empty status fields to assert the "-" cell
-			http_method: '',
-			response_status_code: '',
-			span_id: '5704353737b6778e',
-			trace_id: 'a364a8e15af3e9a8c866e0528db8b637',
-		},
-	},
-];
-
-const listResponse = (rows: unknown[]): Record<string, unknown> => ({
-	data: { type: 'raw', data: { results: [{ queryName: 'A', rows }] } },
-});
-
-const mockSuccess = (rows: unknown[] = listRows): void => {
-	server.use(
-		rest.post(QUERY_RANGE_URL, (_req, res, ctx) =>
-			res(ctx.status(200), ctx.json(listResponse(rows))),
-		),
-	);
-};
-
-const renderListView = (): ReturnType<typeof render> =>
-	render(
-		<VirtuosoMockContext.Provider value={{ viewportHeight: 500, itemHeight: 54 }}>
-			<ListView
-				isFilterApplied={false}
-				setWarning={jest.fn()}
-				setIsLoadingQueries={jest.fn()}
-			/>
-		</VirtuosoMockContext.Provider>,
-		{},
-		{
-			initialRoute: '/traces-explorer',
-			queryBuilderOverrides: {
-				panelType: PANEL_TYPES.LIST,
-				stagedQuery: initialQueriesMap.traces,
-				currentQuery: initialQueriesMap.traces,
-				redirectWithQueryBuilderData: jest.fn(),
-			} as any,
-		},
-	);
-
-describe('Traces ListView - Data Loaded', () => {
-	afterEach(() => {
-		server.resetHandlers();
-	});
-
-	it('renders backend rows in FieldCell format', async () => {
-		mockSuccess();
-		renderListView();
-
-		// plain-text columns
-		await expect(screen.findByText('frontend')).resolves.toBeInTheDocument();
-		expect(screen.getByText('authenticate_check_db')).toBeInTheDocument();
-
-		// duration_nano renders in milliseconds
-		expect(screen.getAllByTestId('duration_nano')[0]).toHaveTextContent(/ms$/);
-
-		// http_method / response_status_code render as badges
-		expect(screen.getAllByTestId('http_method')[0]).toHaveTextContent('GET');
-		expect(screen.getAllByTestId('response_status_code')[0]).toHaveTextContent(
-			'200',
-		);
-
-		// empty status fields render "-"
-		expect(screen.getAllByText('-').length).toBeGreaterThanOrEqual(1);
-	});
-});

frontend/src/container/TracesExplorer/ListView/index.tsx

@@ -12,18 +12,16 @@ import {
 import { useSelector } from 'react-redux';
 import logEvent from 'api/common/logEvent';
 import DownloadOptionsMenu from 'components/DownloadOptionsMenu/DownloadOptionsMenu';
+import ErrorInPlace from 'components/ErrorInPlace/ErrorInPlace';
 import ListViewOrderBy from 'components/OrderBy/ListViewOrderBy';
-import type { TableColumnDef } from 'components/TanStackTableView/types';
-import TracesTable from 'container/TracesExplorer/TracesTable/TracesTable';
-import {
-	getFieldColumn,
-	TracesTableRow,
-} from 'container/TracesExplorer/TracesTable/getFieldColumn';
+import { ResizeTable } from 'components/ResizeTable';
 import { ENTITY_VERSION_V5 } from 'constants/app';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import { QueryParams } from 'constants/query';
 import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
 import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
+import EmptyLogsSearch from 'container/EmptyLogsSearch/EmptyLogsSearch';
+import NoLogs from 'container/NoLogs/NoLogs';
 import { useOptionsMenu } from 'container/OptionsMenu';
 import { CustomTimeType } from 'container/TopNav/DateTimeSelectionV2/types';
 import TraceExplorerControls from 'container/TracesExplorer/Controls';
@@ -34,22 +32,20 @@ import { Pagination } from 'hooks/queryPagination';
 import { getDefaultPaginationConfig } from 'hooks/queryPagination/utils';
 import useUrlQueryData from 'hooks/useUrlQueryData';
 import { ArrowUp10, Minus } from '@signozhq/icons';
+import { useTimezone } from 'providers/Timezone';
 import { AppState } from 'store/reducers';
 import { Warning } from 'types/api';
+import APIError from 'types/api/error';
 import { DataSource } from 'types/common/queryBuilder';
 import { GlobalReducer } from 'types/reducer/globalTime';
 
-import {
-	defaultSelectedColumns,
-	PER_PAGE_OPTIONS,
-	TIMESTAMP_FIELD,
-} from './configs';
-import { getTraceLink, transformSpanRows } from './utils';
+import { TracesLoading } from '../TraceLoading/TraceLoading';
+import { defaultSelectedColumns, PER_PAGE_OPTIONS } from './configs';
+import { Container, tableStyles } from './styles';
+import { getListColumns, transformDataWithDate } from './utils';
 
 import './ListView.styles.scss';
 
-import styles from './ListView.module.scss';
-
 interface ListViewProps {
 	isFilterApplied: boolean;
 	setWarning: Dispatch<SetStateAction<Warning | undefined>>;
@@ -97,7 +93,7 @@ function ListView({
 		[stagedQuery, orderBy],
 	);
 
-	// Stable sorted-name signature for the queryKey.
+	// TEMP — remove after traces moves to TanStack table.
 	// - Drag updates selectColumns; raw queryKey would churn on reorder.
 	// - Trace API fetches only listed columns → add/remove must refetch.
 	// - Sorted-name signature: stable on reorder, changes on add/remove.
@@ -190,42 +186,60 @@ function ListView({
 		[queryTableDataResult],
 	);
 
-	const columns = useMemo<TableColumnDef<TracesTableRow>[]>(() => {
-		const fields = [
-			TIMESTAMP_FIELD,
-			...(options?.selectColumns ?? []).filter(
-				(field) => field.name !== TIMESTAMP_FIELD.name,
-			),
-		];
-		return fields.map((field) => getFieldColumn(field));
-	}, [options?.selectColumns]);
+	const { formatTimezoneAdjustedTimestamp } = useTimezone();
 
-	const rows = useMemo(
-		() => transformSpanRows(queryTableData),
+	const columns = useMemo(
+		() =>
+			getListColumns(
+				options?.selectColumns || [],
+				formatTimezoneAdjustedTimestamp,
+			),
+		[options?.selectColumns, formatTimezoneAdjustedTimestamp],
+	);
+
+	const transformedQueryTableData = useMemo(
+		() => transformDataWithDate(queryTableData) || [],
 		[queryTableData],
 	);
 
-	const handleColumnOrderChange = useCallback(
-		(cols: TableColumnDef<TracesTableRow>[]): void => {
-			config?.addColumn?.onReorder(cols.map((c) => c.id));
+	const handleDragColumn = useCallback(
+		(fromIndex: number, toIndex: number): void => {
+			const reordered = [...columns];
+			const [moved] = reordered.splice(fromIndex, 1);
+			reordered.splice(toIndex, 0, moved);
+			// `key` is the composite (fieldContext.name) — disambiguates same-name fields.
+			const orderedIds = reordered
+				.map((c) => String(c.key || ('dataIndex' in c && c.dataIndex) || ''))
+				.filter(Boolean);
+			config?.addColumn?.onReorder(orderedIds);
 		},
-		[config],
+		[columns, config],
 	);
 
 	const handleOrderChange = useCallback((value: string) => {
 		setOrderBy(value);
 	}, []);
 
+	const isDataAbsent =
+		!isLoading &&
+		!isFetching &&
+		!isError &&
+		transformedQueryTableData.length === 0;
+
 	useEffect(() => {
-		if (!isLoading && !isFetching && !isError && rows.length !== 0) {
-			void logEvent('Traces Explorer: Data present', {
+		if (
+			!isLoading &&
+			!isFetching &&
+			!isError &&
+			transformedQueryTableData.length !== 0
+		) {
+			logEvent('Traces Explorer: Data present', {
 				panelType,
 			});
 		}
-	}, [isLoading, isFetching, isError, rows, panelType]);
-
+	}, [isLoading, isFetching, isError, transformedQueryTableData, panelType]);
 	return (
-		<div className={styles.container}>
+		<Container>
 			<div className="trace-explorer-controls">
 				<div className="order-by-container">
 					<div className="order-by-label">
@@ -252,21 +266,33 @@ function ListView({
 				/>
 			</div>
 
-			<TracesTable
-				data={rows}
-				columns={columns}
-				columnStorageKey={LOCALSTORAGE.TRACES_LIST_COLUMNS}
-				panelType="LIST"
-				getRowHref={getTraceLink}
-				isLoading={isLoading}
-				isFetching={isFetching}
-				isError={isError}
-				error={error}
-				isFilterApplied={isFilterApplied}
-				onColumnOrderChange={handleColumnOrderChange}
-				onColumnRemove={config?.addColumn?.onRemove}
-			/>
-		</div>
+			{isError && error && <ErrorInPlace error={error as APIError} />}
+
+			{(isLoading || (isFetching && transformedQueryTableData.length === 0)) && (
+				<TracesLoading />
+			)}
+
+			{isDataAbsent && !isFilterApplied && (
+				<NoLogs dataSource={DataSource.TRACES} />
+			)}
+
+			{isDataAbsent && isFilterApplied && (
+				<EmptyLogsSearch dataSource={DataSource.TRACES} panelType="LIST" />
+			)}
+
+			{!isError && transformedQueryTableData.length !== 0 && (
+				<ResizeTable
+					tableLayout="fixed"
+					pagination={false}
+					scroll={{ x: 'max-content' }}
+					loading={isFetching}
+					style={tableStyles}
+					dataSource={transformedQueryTableData}
+					columns={columns}
+					onDragColumn={handleDragColumn}
+				/>
+			)}
+		</Container>
 	);
 }
 

frontend/src/container/TracesExplorer/ListView/utils.tsx

@@ -3,7 +3,6 @@ import type { TableColumnsType as ColumnsType } from 'antd';
 import { Badge } from '@signozhq/ui/badge';
 import { Typography } from '@signozhq/ui/typography';
 import { TelemetryFieldKey } from 'api/v5/v5';
-import type { TracesTableRow } from 'container/TracesExplorer/TracesTable/getFieldColumn';
 import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
 import ROUTES from 'constants/routes';
 import { buildCompositeKey } from 'container/OptionsMenu/utils';
@@ -42,23 +41,12 @@ export const transformDataWithDate = (
 	data[0]?.list?.map(({ data, timestamp }) => ({ ...data, date: timestamp })) ||
 	[];
 
-export const getTraceLink = (record: Record<string, unknown>): string => {
-	function readId(value: unknown): string {
-		if (typeof value === 'string' || typeof value === 'number') {
-			return String(value);
-		}
-		return '';
-	}
-
-	const traceId = readId(record.traceID) || readId(record.trace_id);
-	const spanId = readId(record.spanID) || readId(record.span_id);
-
-	return `${ROUTES.TRACE}/${traceId}${formUrlParams({
-		spanId,
+export const getTraceLink = (record: RowData): string =>
+	`${ROUTES.TRACE}/${record.traceID || record.trace_id}${formUrlParams({
+		spanId: record.spanID || record.span_id,
 		levelUp: 0,
 		levelDown: 0,
 	})}`;
-};
 
 export const getListColumns = (
 	selectedColumns: TelemetryFieldKey[],
@@ -148,21 +136,3 @@ export const getListColumns = (
 
 	return [...initialColumns, ...columns];
 };
-
-// Reshapes the query-range list payload into table rows. `id` mirrors span_id so
-// TanStack sees genuine row changes on orderBy toggles instead of falling back to
-// positional ids; `timestamp` is lifted from the wrapping ListItem.
-export const transformSpanRows = (data: QueryDataV3[]): TracesTableRow[] => {
-	const list = data[0]?.list;
-	if (!list) {
-		return [];
-	}
-	return list.map((item) => {
-		const row = item.data as Record<string, unknown>;
-		return {
-			...row,
-			timestamp: item.timestamp,
-			id: row.span_id,
-		};
-	}) as TracesTableRow[];
-};

frontend/src/container/TracesExplorer/TracesTable/FieldCell.tsx

@@ -1,77 +0,0 @@
-import { generatePath, Link } from 'react-router-dom';
-import { Badge } from '@signozhq/ui/badge';
-import TanStackTable from 'components/TanStackTableView';
-import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
-import ROUTES from 'constants/routes';
-import { getMs } from 'container/Trace/Filters/Panel/PanelBody/Duration/util';
-import { useTimezone } from 'providers/Timezone';
-
-import {
-	DURATION_FIELD_NAMES,
-	STATUS_FIELD_NAMES,
-	TIMESTAMP_FIELD_NAMES,
-	TRACE_ID_FIELD_NAMES,
-} from './constants';
-import { stringifyCellValue } from './utils';
-
-type FieldCellProps = {
-	name: string;
-	value: unknown;
-};
-
-function FieldCell({ name, value }: FieldCellProps): JSX.Element {
-	const { formatTimezoneAdjustedTimestamp } = useTimezone();
-
-	if (TIMESTAMP_FIELD_NAMES.has(name)) {
-		const ts = value as string | number;
-		const formatted =
-			typeof ts === 'string'
-				? formatTimezoneAdjustedTimestamp(ts, DATE_TIME_FORMATS.ISO_DATETIME_MS)
-				: formatTimezoneAdjustedTimestamp(
-						ts / 1e6,
-						DATE_TIME_FORMATS.ISO_DATETIME_MS,
-					);
-		const text = String(formatted);
-		return <TanStackTable.Text title={text}>{text}</TanStackTable.Text>;
-	}
-
-	if (value === '' || value == null) {
-		return <TanStackTable.Text data-testid={name}>-</TanStackTable.Text>;
-	}
-
-	const text = stringifyCellValue(value);
-
-	if (TRACE_ID_FIELD_NAMES.has(name)) {
-		return (
-			<Link
-				to={generatePath(ROUTES.TRACE_DETAIL, { id: text })}
-				data-testid="trace-id"
-				onClick={(e): void => e.stopPropagation()}
-			>
-				{text}
-			</Link>
-		);
-	}
-
-	if (STATUS_FIELD_NAMES.has(name)) {
-		return (
-			<Badge data-testid={name} color="sakura" variant="outline">
-				{text}
-			</Badge>
-		);
-	}
-
-	if (DURATION_FIELD_NAMES.has(name)) {
-		return (
-			<TanStackTable.Text data-testid={name}>{getMs(text)}ms</TanStackTable.Text>
-		);
-	}
-
-	return (
-		<TanStackTable.Text data-testid={name} title={text}>
-			{text}
-		</TanStackTable.Text>
-	);
-}
-
-export default FieldCell;

frontend/src/container/TracesExplorer/TracesTable/TracesTable.module.scss

@@ -1,26 +0,0 @@
-.tableWrapper {
-	flex: 1;
-	min-height: 0;
-	display: flex;
-	flex-direction: column;
-}
-
-.tracesTable {
-	--tanstack-table-row-height: 54px;
-	--tanstack-table-header-height: 54px;
-
-	--tanstack-cell-padding-top-override: 5px;
-	--tanstack-cell-padding-bottom-override: 5px;
-	--tanstack-cell-padding-right-override: 15px;
-
-	--tanstack-cell-padding-left-override: 15px;
-	--tanstack-cell-header-padding-left-override: 5px;
-
-	--tanstack-cell-header-padding-left-first-column: 15px;
-
-	--tanstack-plain-body-line-clamp: 1;
-
-	--tanstack-table-cell-bg: var(--l2-background);
-	--tanstack-table-header-cell-bg: var(--l1-background-hover);
-	--tanstack-table-row-hover-bg: var(--l1-background-hover);
-}