refactor: trace details and and header changes

Bumps [google.golang.org/grpc](https://github.com/grpc/grpc-go) from
1.83.1 to 1.83.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/grpc/grpc-go/releases">google.golang.org/grpc's
releases</a>.</em></p>
<blockquote>
<h2>Release 1.83.2</h2>
<h1>Security</h1>
<ul>
<li>server: Reject requests missing both <code>:authority</code> and
<code>Host</code> headers with HTTP 400 and status
<code>Internal</code>. (<a
href="https://redirect.github.com/grpc/grpc-go/pull/9365">grpc/grpc-go#9365</a>)
<ul>
<li>Special Thanks: <a
href="https://github.com/winklemad"><code>@​winklemad</code></a></li>
</ul>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="030ee8becb"><code>030ee8b</code></a>
Update version to 1.83.2 (<a
href="https://redirect.github.com/grpc/grpc-go/issues/9375">#9375</a>)</li>
<li><a
href="8668b69c16"><code>8668b69</code></a>
cherry-pick <a
href="https://redirect.github.com/grpc/grpc-go/issues/9365">#9365</a> to
v1.83.x (<a
href="https://redirect.github.com/grpc/grpc-go/issues/9366">#9366</a>)</li>
<li><a
href="a3e952d2b7"><code>a3e952d</code></a>
cherry-pick <a
href="https://redirect.github.com/grpc/grpc-go/issues/9346">#9346</a> to
v1.83.x and update x/net dependency (<a
href="https://redirect.github.com/grpc/grpc-go/issues/9369">#9369</a>)</li>
<li><a
href="58f8fd9a00"><code>58f8fd9</code></a>
Change version to 1.83.2-dev (<a
href="https://redirect.github.com/grpc/grpc-go/issues/9337">#9337</a>)</li>
<li>See full diff in <a
href="https://github.com/grpc/grpc-go/compare/v1.83.1...v1.83.2">compare
view</a></li>
</ul>
</details>
<br />

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

.github/workflows/integrationci.yaml

@@ -68,7 +68,6 @@ jobs:
           - semconvfamilies
           - serviceaccount
           - spanmapper
-          - tracedetail
           - querier_json_body
           - querier_skip_resource_fingerprint
           - ttl

docs/api/openapi.yml

@@ -9693,19 +9693,6 @@ components:
       required:
       - aggregations
       type: object
-    SpantypesGettableTraceThread:
-      properties:
-        nextCursor:
-          type: string
-        prevCursor:
-          type: string
-        spans:
-          items:
-            $ref: '#/components/schemas/SpantypesThreadSpan'
-          type: array
-      required:
-      - spans
-      type: object
     SpantypesGettableWaterfallTrace:
       properties:
         endTimestampMillis:
@@ -10020,84 +10007,6 @@ components:
           nullable: true
           type: object
       type: object
-    SpantypesThreadSpan:
-      properties:
-        attributes:
-          additionalProperties: {}
-          nullable: true
-          type: object
-        db_name:
-          type: string
-        db_operation:
-          type: string
-        duration_nano:
-          minimum: 0
-          type: integer
-        events:
-          items:
-            $ref: '#/components/schemas/SpantypesEvent'
-          nullable: true
-          type: array
-        external_http_method:
-          type: string
-        external_http_url:
-          type: string
-        flags:
-          minimum: 0
-          type: integer
-        has_children:
-          type: boolean
-        has_error:
-          type: boolean
-        http_host:
-          type: string
-        http_method:
-          type: string
-        http_url:
-          type: string
-        is_remote:
-          type: string
-        kind_string:
-          type: string
-        level:
-          minimum: 0
-          type: integer
-        name:
-          type: string
-        parent_span_id:
-          type: string
-        references:
-          items:
-            $ref: '#/components/schemas/SpantypesOtelSpanRef'
-          type: array
-        resource:
-          additionalProperties:
-            type: string
-          nullable: true
-          type: object
-        response_status_code:
-          type: string
-        span_id:
-          type: string
-        status_code:
-          type: integer
-        status_code_string:
-          type: string
-        status_message:
-          type: string
-        sub_tree_node_count:
-          minimum: 0
-          type: integer
-        time_unix:
-          minimum: 0
-          type: integer
-        trace_id:
-          type: string
-        trace_state:
-          type: string
-      required:
-      - references
-      type: object
     SpantypesUpdatableSpanMapper:
       properties:
         config:
@@ -15822,89 +15731,6 @@ paths:
       tags:
       - tracedetail
       x-signoz-stability: alpha
-  /api/v1/traces/{traceID}/thread:
-    get:
-      deprecated: false
-      description: Returns the spans carrying gen_ai input or output messages in timestamp
-        order. Pass nextCursor as after or prevCursor as before to page, or spanId
-        to open the page around a span.
-      operationId: GetTraceThread
-      parameters:
-      - in: query
-        name: limit
-        schema:
-          type: integer
-      - in: query
-        name: after
-        schema:
-          type: string
-      - in: query
-        name: before
-        schema:
-          type: string
-      - in: query
-        name: spanId
-        schema:
-          type: string
-      - in: path
-        name: traceID
-        required: true
-        schema:
-          type: string
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/SpantypesGettableTraceThread'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "400":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Bad Request
-        "401":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Unauthorized
-        "403":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Forbidden
-        "404":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Not Found
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - VIEWER
-      - tokenizer:
-        - VIEWER
-      summary: Get thread view for a trace
-      tags:
-      - tracedetail
-      x-signoz-stability: alpha
   /api/v1/user/me:
     get:
       deprecated: true

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

@@ -11209,161 +11209,6 @@ export interface SpantypesOtelSpanRefDTO {
 	traceId?: string;
 }
 
-export type SpantypesThreadSpanDTOAttributesAnyOf = { [key: string]: unknown };
-
-/**
- * @nullable
- */
-export type SpantypesThreadSpanDTOAttributes =
-	SpantypesThreadSpanDTOAttributesAnyOf | null;
-
-export type SpantypesThreadSpanDTOResourceAnyOf = { [key: string]: string };
-
-/**
- * @nullable
- */
-export type SpantypesThreadSpanDTOResource =
-	SpantypesThreadSpanDTOResourceAnyOf | null;
-
-export interface SpantypesThreadSpanDTO {
-	/**
-	 * @type object,null
-	 */
-	attributes?: SpantypesThreadSpanDTOAttributes;
-	/**
-	 * @type string
-	 */
-	db_name?: string;
-	/**
-	 * @type string
-	 */
-	db_operation?: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	duration_nano?: number;
-	/**
-	 * @type array,null
-	 */
-	events?: SpantypesEventDTO[] | null;
-	/**
-	 * @type string
-	 */
-	external_http_method?: string;
-	/**
-	 * @type string
-	 */
-	external_http_url?: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	flags?: number;
-	/**
-	 * @type boolean
-	 */
-	has_children?: boolean;
-	/**
-	 * @type boolean
-	 */
-	has_error?: boolean;
-	/**
-	 * @type string
-	 */
-	http_host?: string;
-	/**
-	 * @type string
-	 */
-	http_method?: string;
-	/**
-	 * @type string
-	 */
-	http_url?: string;
-	/**
-	 * @type string
-	 */
-	is_remote?: string;
-	/**
-	 * @type string
-	 */
-	kind_string?: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	level?: number;
-	/**
-	 * @type string
-	 */
-	name?: string;
-	/**
-	 * @type string
-	 */
-	parent_span_id?: string;
-	/**
-	 * @type array
-	 */
-	references: SpantypesOtelSpanRefDTO[];
-	/**
-	 * @type object,null
-	 */
-	resource?: SpantypesThreadSpanDTOResource;
-	/**
-	 * @type string
-	 */
-	response_status_code?: string;
-	/**
-	 * @type string
-	 */
-	span_id?: string;
-	/**
-	 * @type integer
-	 */
-	status_code?: number;
-	/**
-	 * @type string
-	 */
-	status_code_string?: string;
-	/**
-	 * @type string
-	 */
-	status_message?: string;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	sub_tree_node_count?: number;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	time_unix?: number;
-	/**
-	 * @type string
-	 */
-	trace_id?: string;
-	/**
-	 * @type string
-	 */
-	trace_state?: string;
-}
-
-export interface SpantypesGettableTraceThreadDTO {
-	/**
-	 * @type string
-	 */
-	nextCursor?: string;
-	/**
-	 * @type string
-	 */
-	prevCursor?: string;
-	/**
-	 * @type array
-	 */
-	spans: SpantypesThreadSpanDTO[];
-}
-
 export type SpantypesWaterfallSpanDTOAttributesAnyOf = {
 	[key: string]: unknown;
 };
@@ -13037,40 +12882,6 @@ export type GetTraceAggregations200 = {
 	status: string;
 };
 
-export type GetTraceThreadPathParameters = {
-	traceID: string;
-};
-export type GetTraceThreadParams = {
-	/**
-	 * @type integer
-	 * @description undefined
-	 */
-	limit?: number;
-	/**
-	 * @type string
-	 * @description undefined
-	 */
-	after?: string;
-	/**
-	 * @type string
-	 * @description undefined
-	 */
-	before?: string;
-	/**
-	 * @type string
-	 * @description undefined
-	 */
-	spanId?: string;
-};
-
-export type GetTraceThread200 = {
-	data: SpantypesGettableTraceThreadDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type ListUserPreferences200 = {
 	/**
 	 * @type array

frontend/src/api/generated/services/tracedetail/index.ts

@@ -4,17 +4,11 @@
  * * regenerate with 'pnpm generate:api'
  * SigNoz
  */
-import { useMutation, useQuery } from 'react-query';
+import { useMutation } from 'react-query';
 import type {
-	InvalidateOptions,
 	MutationFunction,
-	QueryClient,
-	QueryFunction,
-	QueryKey,
 	UseMutationOptions,
 	UseMutationResult,
-	UseQueryOptions,
-	UseQueryResult,
 } from 'react-query';
 
 import type {
@@ -22,9 +16,6 @@ import type {
 	GetFlamegraphPathParameters,
 	GetTraceAggregations200,
 	GetTraceAggregationsPathParameters,
-	GetTraceThread200,
-	GetTraceThreadParams,
-	GetTraceThreadPathParameters,
 	GetWaterfallV4200,
 	GetWaterfallV4PathParameters,
 	RenderErrorResponseDTO,
@@ -36,26 +27,6 @@ import type {
 import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
 import type { ErrorType, BodyType } from '../../../generatedAPIInstance';
 
-const withQueryKey = <T extends object, K>(
-	query: T,
-	queryKey: K,
-): T & { queryKey: K } => {
-	const result = { queryKey } as T & { queryKey: K };
-	for (const key of Object.keys(query)) {
-		// The explicit queryKey always wins, matching the previous
-		// `{ ...query, queryKey }` spread where it was set last.
-		if (key === 'queryKey') {
-			continue;
-		}
-		Object.defineProperty(result, key, {
-			enumerable: true,
-			configurable: true,
-			get: () => (query as Record<string, unknown>)[key],
-		});
-	}
-	return result;
-};
-
 /**
  * Computes span aggregations grouped by requested field.
  * @summary Get aggregations for a trace
@@ -156,121 +127,6 @@ export const useGetTraceAggregations = <
 > => {
 	return useMutation(getGetTraceAggregationsMutationOptions(options));
 };
-/**
- * Returns the spans carrying gen_ai input or output messages in timestamp order. Pass nextCursor as after or prevCursor as before to page, or spanId to open the page around a span.
- * @summary Get thread view for a trace
- */
-export const getTraceThread = (
-	{ traceID }: GetTraceThreadPathParameters,
-	params?: GetTraceThreadParams,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<GetTraceThread200>({
-		url: `/api/v1/traces/${traceID}/thread`,
-		method: 'GET',
-		params,
-		signal,
-	});
-};
-
-export const getGetTraceThreadQueryKey = (
-	{ traceID }: GetTraceThreadPathParameters,
-	params?: GetTraceThreadParams,
-) => {
-	return [
-		`/api/v1/traces/${traceID}/thread`,
-		...(params ? [params] : []),
-	] as const;
-};
-
-export const getGetTraceThreadQueryOptions = <
-	TData = Awaited<ReturnType<typeof getTraceThread>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	{ traceID }: GetTraceThreadPathParameters,
-	params?: GetTraceThreadParams,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof getTraceThread>>,
-			TError,
-			TData
-		>;
-	},
-) => {
-	const { query: queryOptions } = options ?? {};
-
-	const queryKey =
-		queryOptions?.queryKey ?? getGetTraceThreadQueryKey({ traceID }, params);
-
-	const queryFn: QueryFunction<Awaited<ReturnType<typeof getTraceThread>>> = ({
-		signal,
-	}) => getTraceThread({ traceID }, params, signal);
-
-	return {
-		queryKey,
-		queryFn,
-		enabled: traceID !== null && traceID !== undefined,
-		...queryOptions,
-	} as UseQueryOptions<
-		Awaited<ReturnType<typeof getTraceThread>>,
-		TError,
-		TData
-	> & { queryKey: QueryKey };
-};
-
-export type GetTraceThreadQueryResult = NonNullable<
-	Awaited<ReturnType<typeof getTraceThread>>
->;
-export type GetTraceThreadQueryError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Get thread view for a trace
- */
-
-export function useGetTraceThread<
-	TData = Awaited<ReturnType<typeof getTraceThread>>,
-	TError = ErrorType<RenderErrorResponseDTO>,
->(
-	{ traceID }: GetTraceThreadPathParameters,
-	params?: GetTraceThreadParams,
-	options?: {
-		query?: UseQueryOptions<
-			Awaited<ReturnType<typeof getTraceThread>>,
-			TError,
-			TData
-		>;
-	},
-): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
-	const queryOptions = getGetTraceThreadQueryOptions(
-		{ traceID },
-		params,
-		options,
-	);
-
-	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
-		queryKey: QueryKey;
-	};
-
-	return withQueryKey(query, queryOptions.queryKey);
-}
-
-/**
- * @summary Get thread view for a trace
- */
-export const invalidateGetTraceThread = async (
-	queryClient: QueryClient,
-	{ traceID }: GetTraceThreadPathParameters,
-	params?: GetTraceThreadParams,
-	options?: InvalidateOptions,
-): Promise<QueryClient> => {
-	await queryClient.invalidateQueries(
-		{ queryKey: getGetTraceThreadQueryKey({ traceID }, params) },
-		options,
-	);
-
-	return queryClient;
-};
-
 /**
  * Returns the flamegraph view of spans for a given trace ID.
  * @summary Get flamegraph view for a trace

frontend/src/pages/TraceDetailsV3/EntityMetadata/EntityMetadataItem.tsx

@@ -5,18 +5,23 @@ import { Typography } from '@signozhq/ui/typography';
 import styles from './EntityMetadataItem.module.scss';
 
 interface EntityMetadataItemProps {
-	tooltip: string;
+	tooltip: ReactNode;
+	tooltipClassName?: string;
 	icon?: ReactNode;
 	children: ReactNode;
 }
 
 function EntityMetadataItem({
 	tooltip,
+	tooltipClassName,
 	icon,
 	children,
 }: EntityMetadataItemProps): JSX.Element {
 	return (
-		<TooltipSimple title={tooltip}>
+		<TooltipSimple
+			title={tooltip}
+			tooltipContentProps={{ className: tooltipClassName }}
+		>
 			<span className={styles.item}>
 				{icon}
 				<Typography.Text as="span">{children}</Typography.Text>
@@ -27,6 +32,7 @@ function EntityMetadataItem({
 
 EntityMetadataItem.defaultProps = {
 	icon: null,
+	tooltipClassName: undefined,
 };
 
 export default EntityMetadataItem;

frontend/src/pages/TraceDetailsV3/EntityMetadata/EntityMetadataRow.module.scss

@@ -8,3 +8,7 @@
 	// Keep Typography.Text at the row's size (it reads this var, not inherited font-size).
 	--typography-font-size: var(--periscope-font-size-base);
 }
+
+.tokenTooltip {
+	min-width: 160px;
+}

frontend/src/pages/TraceDetailsV3/EntityMetadata/EntityMetadataRow.tsx

@@ -1,11 +1,21 @@
-import { CalendarClock, Server, Timer } from '@signozhq/icons';
+import {
+	CalendarClock,
+	CircleDollarSign,
+	Coins,
+	Server,
+	Timer,
+} from '@signozhq/icons';
 import { Badge } from '@signozhq/ui/badge';
 import cx from 'classnames';
 import { getYAxisFormattedValue } from 'components/Graph/yAxisConfig';
 import HttpStatusBadge from 'components/HttpStatusBadge/HttpStatusBadge';
 
+import { formatCost, formatTokens } from '../SpanHoverCard/aiUsage';
+import { TraceTokenUsage } from '../TraceDetailsHeader/types';
 import EntityMetadataItem from './EntityMetadataItem';
+import TokenUsageTooltip from './TokenUsageTooltip';
 
+import tooltipStyles from '../TraceTooltip/TraceTooltip.module.scss';
 import styles from './EntityMetadataRow.module.scss';
 
 interface EntityMetadataRowProps {
@@ -16,6 +26,8 @@ interface EntityMetadataRowProps {
 	execTimePercent?: number;
 	timestamp?: string;
 	statusCode?: string | number;
+	tokens?: TraceTokenUsage;
+	cost?: number | null;
 }
 
 const ICON_SIZE = 14;
@@ -32,6 +44,8 @@ function EntityMetadataRow({
 	execTimePercent,
 	timestamp,
 	statusCode,
+	tokens,
+	cost,
 }: EntityMetadataRowProps): JSX.Element {
 	const entityLabel = entity === 'trace' ? 'Trace' : 'Span';
 	const durationTooltip =
@@ -91,6 +105,25 @@ function EntityMetadataRow({
 					<HttpStatusBadge statusCode={statusCode} />
 				</EntityMetadataItem>
 			)}
+
+			{tokens && (
+				<EntityMetadataItem
+					tooltip={<TokenUsageTooltip tokens={tokens} />}
+					tooltipClassName={tooltipStyles.tooltipContent}
+					icon={<Coins size={ICON_SIZE} />}
+				>
+					Tokens: {formatTokens(tokens.input)} → {formatTokens(tokens.output)}
+				</EntityMetadataItem>
+			)}
+
+			{cost != null && (
+				<EntityMetadataItem
+					tooltip="Total cost"
+					icon={<CircleDollarSign size={ICON_SIZE} />}
+				>
+					{formatCost(cost)}
+				</EntityMetadataItem>
+			)}
 		</div>
 	);
 }
@@ -102,6 +135,8 @@ EntityMetadataRow.defaultProps = {
 	execTimePercent: undefined,
 	timestamp: undefined,
 	statusCode: undefined,
+	tokens: undefined,
+	cost: undefined,
 };
 
 export default EntityMetadataRow;

frontend/src/pages/TraceDetailsV3/EntityMetadata/TokenUsageTooltip.tsx

@@ -0,0 +1,38 @@
+import { formatTokens } from '../SpanHoverCard/aiUsage';
+import TooltipRow from '../TraceTooltip/TooltipRow';
+import TooltipSection from '../TraceTooltip/TooltipSection';
+import { TraceTokenUsage } from '../TraceDetailsHeader/types';
+
+import tooltipStyles from '../TraceTooltip/TraceTooltip.module.scss';
+import styles from './EntityMetadataRow.module.scss';
+
+interface TokenUsageTooltipProps {
+	tokens: TraceTokenUsage;
+}
+
+function TokenUsageTooltip({ tokens }: TokenUsageTooltipProps): JSX.Element {
+	const { input, output, cacheRead, cacheWrite, reasoning } = tokens;
+
+	return (
+		<div className={`${tooltipStyles.body} ${styles.tokenTooltip}`}>
+			<TooltipSection>
+				<TooltipRow label="Tokens" value={formatTokens(input + output)} isTotal />
+			</TooltipSection>
+			<TooltipSection>
+				<TooltipRow label="Input" value={formatTokens(input)} />
+				<TooltipRow label="Output" value={formatTokens(output)} />
+				{cacheRead !== undefined && (
+					<TooltipRow label="Cache read" value={formatTokens(cacheRead)} />
+				)}
+				{cacheWrite !== undefined && (
+					<TooltipRow label="Cache write" value={formatTokens(cacheWrite)} />
+				)}
+				{reasoning !== undefined && (
+					<TooltipRow label="Reasoning" value={formatTokens(reasoning)} />
+				)}
+			</TooltipSection>
+		</div>
+	);
+}
+
+export default TokenUsageTooltip;

frontend/src/pages/TraceDetailsV3/SpanHintBadge/SpanHintBadge.tsx

@@ -0,0 +1,37 @@
+import { CSSProperties } from 'react';
+import { Badge } from '@signozhq/ui/badge';
+import HttpStatusBadge from 'components/HttpStatusBadge/HttpStatusBadge';
+import { SpanV3 } from 'types/api/trace/getTraceV3';
+
+import { getAiSpanKind } from '../utils/genAi';
+import { AI_SPAN_BADGES } from './constants';
+
+interface SpanHintBadgeProps {
+	span: SpanV3;
+}
+
+function SpanHintBadge({ span }: SpanHintBadgeProps): JSX.Element | null {
+	const aiSpanKind = getAiSpanKind(span);
+
+	if (aiSpanKind) {
+		const { label, color } = AI_SPAN_BADGES[aiSpanKind];
+		return (
+			<Badge
+				variant="outline"
+				// The outline variant derives text, fill and border from this color.
+				style={{ '--badge-background': color } as CSSProperties}
+				data-testid={`span-hint-badge-${aiSpanKind}`}
+			>
+				{label}
+			</Badge>
+		);
+	}
+
+	if (!span.response_status_code) {
+		return null;
+	}
+
+	return <HttpStatusBadge statusCode={span.response_status_code} />;
+}
+
+export default SpanHintBadge;

frontend/src/pages/TraceDetailsV3/SpanHintBadge/__tests__/SpanHintBadge.test.tsx

@@ -0,0 +1,39 @@
+import { render, screen } from '@testing-library/react';
+import { SpanV3 } from 'types/api/trace/getTraceV3';
+
+import SpanHintBadge from '../SpanHintBadge';
+
+const spanWith = (
+	attributes: Record<string, string | number>,
+	responseStatusCode = '',
+): SpanV3 =>
+	({
+		attributes,
+		resource: {},
+		response_status_code: responseStatusCode,
+	}) as unknown as SpanV3;
+
+describe('SpanHintBadge', () => {
+	it.each([
+		[{ 'gen_ai.request.model': 'gpt-4o' }, 'LLM'],
+		[{ 'gen_ai.tool.name': 'search' }, 'TOOL'],
+		[{ 'gen_ai.agent.name': 'planner' }, 'AGENT'],
+	])('shows only the AI badge for %p', (attributes, label) => {
+		render(<SpanHintBadge span={spanWith(attributes, '200')} />);
+
+		expect(screen.getByText(label)).toBeInTheDocument();
+		expect(screen.queryByText('200')).not.toBeInTheDocument();
+	});
+
+	it('falls back to the HTTP status code for non-AI spans', () => {
+		render(<SpanHintBadge span={spanWith({}, '503')} />);
+
+		expect(screen.getByText('503')).toBeInTheDocument();
+	});
+
+	it('renders nothing for a non-AI span without a status code', () => {
+		const { container } = render(<SpanHintBadge span={spanWith({})} />);
+
+		expect(container).toBeEmptyDOMElement();
+	});
+});

frontend/src/pages/TraceDetailsV3/SpanHintBadge/constants.ts

@@ -0,0 +1,10 @@
+import { AiSpanKind } from '../utils/genAi';
+
+export const AI_SPAN_BADGES: Record<
+	AiSpanKind,
+	{ label: string; color: string }
+> = {
+	[AiSpanKind.Llm]: { label: 'LLM', color: 'rgba(155, 255, 0, 1)' },
+	[AiSpanKind.Tool]: { label: 'TOOL', color: 'rgba(255, 209, 0, 1)' },
+	[AiSpanKind.Agent]: { label: 'AGENT', color: 'rgba(255, 10, 138, 1)' },
+};

frontend/src/pages/TraceDetailsV3/SpanHoverCard/SpanHoverCard.module.scss

@@ -12,37 +12,16 @@
 	// Hover card may be rendered while the SpanDetailsPanel is docked as
 	// a FloatingPanel (z-index 999); bump above the default tooltip z-index.
 	--tooltip-z-index: 1000;
-	background-color: var(--l1-background);
-	padding: 8px 12px;
-	border-radius: 4px;
-	box-shadow: 0 2px 8px rgba(0, 0, 0, 0.3);
-	border: 1px solid var(--l2-border);
-	color: var(--l1-foreground);
 }
 
 .content {
-	font-size: 12px;
-	color: var(--l1-foreground);
+	min-width: 220px;
+	max-width: 320px;
 }
 
-.name {
-	font-weight: 600;
-	margin-bottom: 4px;
-}
-
-.row {
-	line-height: 1.5;
-	color: var(--l2-foreground);
-}
-
-.preview {
-	// container for additional preview rows
-}
-
-.previewKey {
-	color: var(--l2-foreground);
-}
-
-.previewValue {
-	color: var(--l1-foreground);
+.header {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+	padding-bottom: 8px;
 }

frontend/src/pages/TraceDetailsV3/SpanHoverCard/SpanHoverCard.tsx

@@ -4,6 +4,8 @@ import {
 	TooltipProvider,
 	TooltipTrigger,
 } from '@signozhq/ui/tooltip';
+import { Typography } from '@signozhq/ui/typography';
+import cx from 'classnames';
 import { convertTimeToRelevantUnit } from 'utils/traceUtils';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useTraceStore } from 'pages/TraceDetailsV3/stores/traceStore';
@@ -12,6 +14,12 @@ import { useMemo } from 'react';
 import { SpanV3 } from 'types/api/trace/getTraceV3';
 import { toFixed } from 'utils/toFixed';
 
+import { getSpanAiDetails, SpanAiDetails } from './aiUsage';
+import SpanUsageBreakdown from './SpanUsageBreakdown';
+import TooltipRow from '../TraceTooltip/TooltipRow';
+import TooltipSection from '../TraceTooltip/TooltipSection';
+
+import tooltipStyles from '../TraceTooltip/TraceTooltip.module.scss';
 import styles from './SpanHoverCard.module.scss';
 
 /**
@@ -38,6 +46,7 @@ export interface SpanTooltipContentProps {
 	relativeStartMs: number;
 	durationMs: number;
 	previewRows?: SpanPreviewRow[];
+	ai?: SpanAiDetails;
 }
 
 export function SpanTooltipContent({
@@ -47,33 +56,46 @@ export function SpanTooltipContent({
 	relativeStartMs,
 	durationMs,
 	previewRows,
+	ai,
 }: SpanTooltipContentProps): JSX.Element {
 	const { time: formattedDuration, timeUnitName } =
 		convertTimeToRelevantUnit(durationMs);
 
 	return (
-		<div className={styles.content}>
-			<div className={styles.name} style={{ color }}>
-				{spanName}
-			</div>
-			<div className={styles.row}>status: {hasError ? 'error' : 'ok'}</div>
-			<div className={styles.row}>start: {toFixed(relativeStartMs, 2)} ms</div>
-			<div className={styles.row}>
-				duration: {toFixed(formattedDuration, 2)} {timeUnitName}
+		<div className={cx(tooltipStyles.body, styles.content)}>
+			<div className={styles.header}>
+				<Typography.Text className={tooltipStyles.title} style={{ color }}>
+					{spanName}
+				</Typography.Text>
+				{ai?.usage && (
+					<Typography.Text size="small" weight="medium">
+						Usage Breakdown
+					</Typography.Text>
+				)}
 			</div>
+			{ai?.usage && <SpanUsageBreakdown usage={ai.usage} />}
+			<TooltipSection>
+				{ai?.model && <TooltipRow label="model" value={ai.model} />}
+				{ai?.toolName && <TooltipRow label="tool" value={ai.toolName} />}
+				{ai?.agentName && <TooltipRow label="agent" value={ai.agentName} />}
+				<TooltipRow label="status" value={hasError ? 'error' : 'ok'} />
+				<TooltipRow label="start" value={`${toFixed(relativeStartMs, 2)} ms`} />
+				<TooltipRow
+					label="duration"
+					value={`${toFixed(formattedDuration, 2)} ${timeUnitName}`}
+				/>
+			</TooltipSection>
 			{previewRows && previewRows.length > 0 && (
-				<div className={styles.preview}>
+				<TooltipSection>
 					{previewRows.map((row) => (
-						<div
+						<TooltipRow
 							key={row.key}
-							className={styles.row}
-							data-testid={`span-hover-card-preview-${row.key}`}
-						>
-							<span className={styles.previewKey}>{row.key}:</span>{' '}
-							<span className={styles.previewValue}>{row.value}</span>
-						</div>
+							label={row.key}
+							value={row.value}
+							testId={`span-hover-card-preview-${row.key}`}
+						/>
 					))}
-				</div>
+				</TooltipSection>
 			)}
 		</div>
 	);
@@ -137,6 +159,7 @@ export function SpanHoverCard({
 				relativeStartMs: span.timestamp - traceStartTime,
 				durationMs: span.duration_nano / 1e6,
 				previewRows,
+				ai: getSpanAiDetails(span),
 			},
 		};
 	}, [
@@ -166,7 +189,7 @@ export function SpanHoverCard({
 					side="right"
 					align="start"
 					sideOffset={8}
-					className={styles.popover}
+					className={cx(tooltipStyles.tooltipContent, styles.popover)}
 				>
 					{hoverCardData && <SpanTooltipContent {...hoverCardData.tooltip} />}
 				</TooltipContent>

frontend/src/pages/TraceDetailsV3/SpanHoverCard/SpanUsageBreakdown.tsx

@@ -0,0 +1,47 @@
+import {
+	formatCost,
+	formatTokens,
+	getUsageTotals,
+	SpanAiUsage,
+} from './aiUsage';
+import TooltipRow from '../TraceTooltip/TooltipRow';
+import TooltipSection from '../TraceTooltip/TooltipSection';
+
+interface SpanUsageBreakdownProps {
+	usage: SpanAiUsage;
+}
+
+function SpanUsageBreakdown({ usage }: SpanUsageBreakdownProps): JSX.Element {
+	const { outputTokens = 0, cacheReadTokens, cacheCreationTokens, cost } = usage;
+	const { inputUsage, totalUsage } = getUsageTotals(usage);
+
+	return (
+		<>
+			<TooltipSection>
+				<TooltipRow label="Input usage" value={formatTokens(inputUsage)} isTotal />
+				{cacheReadTokens !== undefined && (
+					<TooltipRow label="cache read" value={formatTokens(cacheReadTokens)} />
+				)}
+				{cacheCreationTokens !== undefined && (
+					<TooltipRow
+						label="cache creation"
+						value={formatTokens(cacheCreationTokens)}
+					/>
+				)}
+			</TooltipSection>
+			<TooltipSection>
+				<TooltipRow
+					label="Output usage"
+					value={formatTokens(outputTokens)}
+					isTotal
+				/>
+			</TooltipSection>
+			<TooltipSection>
+				<TooltipRow label="Total usage" value={formatTokens(totalUsage)} isTotal />
+				{cost !== undefined && <TooltipRow label="cost" value={formatCost(cost)} />}
+			</TooltipSection>
+		</>
+	);
+}
+
+export default SpanUsageBreakdown;

frontend/src/pages/TraceDetailsV3/SpanHoverCard/__tests__/SpanTooltipContent.test.tsx

@@ -0,0 +1,144 @@
+import { render, screen } from '@testing-library/react';
+import { SpanV3 } from 'types/api/trace/getTraceV3';
+
+import { getSpanAiDetails, getUsageTotals } from '../aiUsage';
+import { SpanTooltipContent } from '../SpanHoverCard';
+
+const baseProps = {
+	spanName: 'chat gpt-4o',
+	color: '#fff',
+	hasError: false,
+	relativeStartMs: 268,
+	durationMs: 1110,
+};
+
+const spanWith = (attributes: Record<string, string | number>): SpanV3 =>
+	({ attributes, resource: {} }) as unknown as SpanV3;
+
+const usageAttributes = {
+	'gen_ai.usage.input_tokens': 1000,
+	'gen_ai.usage.output_tokens': 200,
+	'gen_ai.usage.cache_read.input_tokens': 600,
+	'gen_ai.usage.cache_creation.input_tokens': 100,
+};
+
+describe('getSpanAiDetails', () => {
+	it('returns undefined for a span without gen_ai attributes', () => {
+		expect(getSpanAiDetails(spanWith({ 'http.method': 'GET' }))).toBeUndefined();
+	});
+
+	it('reads model, tool, agent, token usage and cost', () => {
+		expect(
+			getSpanAiDetails(
+				spanWith({
+					'gen_ai.request.model': 'gpt-4o',
+					'gen_ai.tool.name': 'search',
+					'gen_ai.agent.name': 'planner',
+					'gen_ai.usage.input_tokens': '120',
+					'gen_ai.usage.output_tokens': 30,
+					'signoz.gen_ai.usage.tokens.cost': '0.00000056',
+				}),
+			),
+		).toStrictEqual({
+			model: 'gpt-4o',
+			toolName: 'search',
+			agentName: 'planner',
+			usage: {
+				inputTokens: 120,
+				outputTokens: 30,
+				cacheReadTokens: undefined,
+				cacheCreationTokens: undefined,
+				cost: 0.00000056,
+				isAnthropic: false,
+			},
+		});
+	});
+
+	it.each<Record<string, string>>([
+		{ 'gen_ai.provider.name': 'Anthropic' },
+		{ 'gen_ai.system': 'anthropic' },
+		{ 'gen_ai.response.model': 'claude-sonnet-4' },
+		{ 'gen_ai.request.model': 'anthropic.claude-v2' },
+	])('detects Anthropic from %p', (attributes) => {
+		expect(
+			getSpanAiDetails(spanWith({ ...usageAttributes, ...attributes }))?.usage
+				?.isAnthropic,
+		).toBe(true);
+	});
+});
+
+describe('getUsageTotals', () => {
+	it('adds cache tokens to input for Anthropic', () => {
+		const usage = getSpanAiDetails(
+			spanWith({ ...usageAttributes, 'gen_ai.provider.name': 'anthropic' }),
+		)?.usage;
+
+		expect(usage && getUsageTotals(usage)).toStrictEqual({
+			inputUsage: 1700,
+			totalUsage: 1900,
+		});
+	});
+
+	it('treats input as already including cache tokens for other providers', () => {
+		const usage = getSpanAiDetails(
+			spanWith({ ...usageAttributes, 'gen_ai.provider.name': 'openai' }),
+		)?.usage;
+
+		expect(usage && getUsageTotals(usage)).toStrictEqual({
+			inputUsage: 1000,
+			totalUsage: 1200,
+		});
+	});
+});
+
+describe('SpanTooltipContent', () => {
+	it('renders status, start and duration for a non-AI span', () => {
+		render(<SpanTooltipContent {...baseProps} />);
+
+		expect(screen.getByText('chat gpt-4o')).toBeInTheDocument();
+		expect(screen.getByText('ok')).toBeInTheDocument();
+		expect(screen.getByText('268 ms')).toBeInTheDocument();
+		expect(screen.getByText('1.11 s')).toBeInTheDocument();
+		expect(screen.queryByText('Usage Breakdown')).not.toBeInTheDocument();
+	});
+
+	it('renders the usage breakdown with cache rows and cost', () => {
+		render(
+			<SpanTooltipContent
+				{...baseProps}
+				ai={{
+					model: 'gpt-4o',
+					usage: {
+						inputTokens: 1000,
+						outputTokens: 200,
+						cacheReadTokens: 600,
+						cacheCreationTokens: 100,
+						cost: 0.00000056,
+						isAnthropic: false,
+					},
+				}}
+			/>,
+		);
+
+		expect(screen.getByText('Usage Breakdown')).toBeInTheDocument();
+		expect(screen.getByText('1,000')).toBeInTheDocument();
+		expect(screen.getByText('cache read')).toBeInTheDocument();
+		expect(screen.getByText('600')).toBeInTheDocument();
+		expect(screen.getByText('cache creation')).toBeInTheDocument();
+		expect(screen.getByText('1,200')).toBeInTheDocument();
+		expect(screen.getByText('$ 0.00000056')).toBeInTheDocument();
+	});
+
+	it('hides cache rows and cost when the attributes are absent', () => {
+		render(
+			<SpanTooltipContent
+				{...baseProps}
+				ai={{ usage: { inputTokens: 10, outputTokens: 5, isAnthropic: false } }}
+			/>,
+		);
+
+		expect(screen.queryByText('cache read')).not.toBeInTheDocument();
+		expect(screen.queryByText('cache creation')).not.toBeInTheDocument();
+		expect(screen.queryByText('cost')).not.toBeInTheDocument();
+	});
+});

frontend/src/pages/TraceDetailsV3/SpanHoverCard/aiUsage.ts

@@ -0,0 +1,97 @@
+import { getSpanAttribute } from 'pages/TraceDetailsV3/utils';
+import { SpanV3 } from 'types/api/trace/getTraceV3';
+
+import { GEN_AI_KEYS } from '../utils/genAi';
+
+export interface SpanAiUsage {
+	inputTokens?: number;
+	outputTokens?: number;
+	cacheReadTokens?: number;
+	cacheCreationTokens?: number;
+	cost?: number;
+	isAnthropic: boolean;
+}
+
+export interface SpanAiDetails {
+	model?: string;
+	toolName?: string;
+	agentName?: string;
+	usage?: SpanAiUsage;
+}
+
+function getNumber(span: SpanV3, key: string): number | undefined {
+	const value = getSpanAttribute(span, key);
+	if (value === undefined || value === '') {
+		return undefined;
+	}
+	const parsed = Number(value);
+	return Number.isFinite(parsed) ? parsed : undefined;
+}
+
+function isAnthropicSpan(span: SpanV3): boolean {
+	const provider = (
+		getSpanAttribute(span, GEN_AI_KEYS.providerName) ??
+		getSpanAttribute(span, GEN_AI_KEYS.system) ??
+		''
+	).toLowerCase();
+	const model = (
+		getSpanAttribute(span, GEN_AI_KEYS.responseModel) ??
+		getSpanAttribute(span, GEN_AI_KEYS.requestModel) ??
+		''
+	).toLowerCase();
+
+	return (
+		provider === 'anthropic' ||
+		model.includes('claude') ||
+		model.includes('anthropic')
+	);
+}
+
+export function getSpanAiDetails(span: SpanV3): SpanAiDetails | undefined {
+	const usage: SpanAiUsage = {
+		inputTokens: getNumber(span, GEN_AI_KEYS.inputTokens),
+		outputTokens: getNumber(span, GEN_AI_KEYS.outputTokens),
+		cacheReadTokens: getNumber(span, GEN_AI_KEYS.cacheReadTokens),
+		cacheCreationTokens: getNumber(span, GEN_AI_KEYS.cacheCreationTokens),
+		cost: getNumber(span, GEN_AI_KEYS.cost),
+		isAnthropic: isAnthropicSpan(span),
+	};
+	const hasUsage =
+		usage.inputTokens !== undefined || usage.outputTokens !== undefined;
+
+	const details: SpanAiDetails = {
+		model: getSpanAttribute(span, GEN_AI_KEYS.requestModel) || undefined,
+		toolName: getSpanAttribute(span, GEN_AI_KEYS.toolName) || undefined,
+		agentName: getSpanAttribute(span, GEN_AI_KEYS.agentName) || undefined,
+		usage: hasUsage ? usage : undefined,
+	};
+
+	return details.model || details.toolName || details.agentName || hasUsage
+		? details
+		: undefined;
+}
+
+/**
+ * Anthropic reports input_tokens without cached tokens; every other provider
+ * (OpenAI, Azure OpenAI, Gemini, Mistral, DeepSeek, Groq, xAI) counts cached
+ * tokens inside input_tokens.
+ */
+export function getUsageTotals(usage: SpanAiUsage): {
+	inputUsage: number;
+	totalUsage: number;
+} {
+	const input = usage.inputTokens ?? 0;
+	const inputUsage = usage.isAnthropic
+		? input + (usage.cacheReadTokens ?? 0) + (usage.cacheCreationTokens ?? 0)
+		: input;
+
+	return { inputUsage, totalUsage: inputUsage + (usage.outputTokens ?? 0) };
+}
+
+export function formatTokens(value: number): string {
+	return value.toLocaleString('en-US');
+}
+
+export function formatCost(value: number): string {
+	return `$ ${value.toLocaleString('en-US', { maximumFractionDigits: 10 })}`;
+}

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/TraceDetailsHeader.module.scss

@@ -34,6 +34,15 @@
 	}
 }
 
+.tabs {
+	flex-shrink: 0;
+}
+
+.tab {
+	flex: unset;
+	padding: 0 24px;
+}
+
 .filterSection {
 	display: flex;
 	align-items: center;

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/TraceDetailsHeader.tsx

@@ -1,4 +1,4 @@
-import { useCallback, useState } from 'react';
+import { useCallback, useEffect, useState } from 'react';
 import { useParams } from 'react-router-dom';
 import { Button } from '@signozhq/ui/button';
 import {
@@ -18,40 +18,26 @@ import KeyValueLabel from 'periscope/components/KeyValueLabel';
 import { TraceDetailV3URLProps } from 'types/api/trace/getTraceV3';
 import { DataSource } from 'types/common/queryBuilder';
 
+import { TraceDetailsTab } from '../constants';
 import { TraceDetailEventKeys, TraceDetailEvents } from '../events';
 import { useTraceDetailLogEvent } from '../hooks/useTraceDetailLogEvent';
+import { useTraceDetailsTab } from '../hooks/useTraceDetailsTab';
 import { useTraceStore } from '../stores/traceStore';
 import TraceDownloadPanel from './TraceDownloadPanel';
 import EntityMetadataRow from '../EntityMetadata/EntityMetadataRow';
 import AnalyticsPanel from '../SpanDetailsPanel/AnalyticsPanel/AnalyticsPanel';
 import Filters from '../TraceWaterfall/TraceWaterfallStates/Success/Filters/Filters';
+import { useTraceDetailsStripInfo } from '../useTraceDetailsStripInfo';
 import MissingSpansBanner from './MissingSpansBanner';
+import { useTraceSummary } from './useTraceSummary';
+import TraceDetailsTabs from './TraceDetailsTabs';
 import TraceOptionsMenu from './TraceOptionsMenu';
 
 import styles from './TraceDetailsHeader.module.scss';
 import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
 
-interface FilterMetadata {
-	startTime: number;
-	endTime: number;
-	traceId: string;
-}
-
-export interface TraceMetadataForHeader {
-	startTimestampMillis: number;
-	endTimestampMillis: number;
-	rootServiceName: string;
-	rootServiceEntryPoint: string;
-	rootSpanStatusCode: string;
-	hasMissingSpans: boolean;
-	totalSpansCount: number;
-}
-
 interface TraceDetailsHeaderProps {
-	filterMetadata: FilterMetadata;
-	onFilteredSpansChange: (spanIds: string[], isFilterActive: boolean) => void;
-	isDataLoaded?: boolean;
-	traceMetadata?: TraceMetadataForHeader;
+	onFilteredSpansChange?: (spanIds: string[], isFilterActive: boolean) => void;
 }
 
 const SKELETON_COUNT = 3;
@@ -73,16 +59,22 @@ function DetailsLoader(): JSX.Element {
 }
 
 function TraceDetailsHeader({
-	filterMetadata,
 	onFilteredSpansChange,
-	isDataLoaded,
-	traceMetadata,
 }: TraceDetailsHeaderProps): JSX.Element {
 	const { id: traceID } = useParams<TraceDetailV3URLProps>();
+	const { data: summary, isLoading } = useTraceSummary();
 	const [showTraceDetails, setShowTraceDetails] = useState(true);
 	const [isFilterExpanded, setIsFilterExpanded] = useState(false);
 	const [isPreviewFieldsOpen, setIsPreviewFieldsOpen] = useState(false);
 	const [isAnalyticsOpen, setIsAnalyticsOpen] = useState(false);
+	const [tab] = useTraceDetailsTab();
+	const isOverview = tab === TraceDetailsTab.Overview;
+
+	// Overview-only panels must not linger over another tab.
+	useEffect(() => {
+		setIsPreviewFieldsOpen(false);
+		setIsAnalyticsOpen(false);
+	}, [tab]);
 	const previewFields = useTraceStore((s) => s.previewFields);
 	const setPreviewFields = useTraceStore((s) => s.setPreviewFields);
 
@@ -116,9 +108,13 @@ function TraceDetailsHeader({
 		setShowTraceDetails((prev) => !prev);
 	}, []);
 
-	const durationMs = traceMetadata
-		? traceMetadata.endTimestampMillis - traceMetadata.startTimestampMillis
-		: 0;
+	useTraceDetailsStripInfo({
+		totalSpansCount: summary?.totalSpansCount ?? 0,
+		totalErrorSpansCount: summary?.totalErrorSpansCount ?? 0,
+	});
+
+	const startTime = (summary?.startTimestampMillis ?? 0) / 1e3;
+	const endTime = (summary?.endTimestampMillis ?? 0) / 1e3;
 
 	return (
 		<div className={styles.wrapper}>
@@ -140,9 +136,10 @@ function TraceDetailsHeader({
 							badgeValue={traceID || ''}
 							maxCharacters={100}
 						/>
+						<TraceDetailsTabs />
 					</div>
 				)}
-				{isDataLoaded && (
+				{isOverview && onFilteredSpansChange && summary && (
 					<div
 						className={cx(
 							styles.filterSection,
@@ -171,9 +168,9 @@ function TraceDetailsHeader({
 										onToggleTraceDetails={handleToggleTraceDetails}
 										onOpenPreviewFields={(): void => setIsPreviewFieldsOpen(true)}
 										traceId={traceID || ''}
-										startTime={filterMetadata.startTime}
-										endTime={filterMetadata.endTime}
-										totalSpansCount={traceMetadata?.totalSpansCount || 0}
+										startTime={startTime}
+										endTime={endTime}
+										totalSpansCount={summary.totalSpansCount}
 									/>
 								</div>
 							</TooltipProvider>
@@ -183,9 +180,9 @@ function TraceDetailsHeader({
 							className={cx(styles.filter, isFilterExpanded && styles.isExpanded)}
 						>
 							<Filters
-								startTime={filterMetadata.startTime}
-								endTime={filterMetadata.endTime}
-								traceID={filterMetadata.traceId}
+								startTime={startTime}
+								endTime={endTime}
+								traceID={traceID || ''}
 								onFilteredSpansChange={onFilteredSpansChange}
 								isExpanded={isFilterExpanded}
 								onExpand={(): void => setIsFilterExpanded(true)}
@@ -196,28 +193,29 @@ function TraceDetailsHeader({
 				)}
 			</div>
 
-			{showTraceDetails && (
+			{(showTraceDetails || !isOverview) && (
 				<div className={styles.subHeader}>
-					{traceMetadata ? (
+					{isLoading || !summary ? (
+						<DetailsLoader />
+					) : (
 						<EntityMetadataRow
 							entity="trace"
 							service={{
-								name: traceMetadata.rootServiceName,
-								entryPoint: traceMetadata.rootServiceEntryPoint,
+								name: summary.rootServiceName,
+								entryPoint: summary.rootServiceEntryPoint,
 							}}
-							durationMs={durationMs}
-							timestamp={dayjs(traceMetadata.startTimestampMillis).format(
+							durationMs={summary.endTimestampMillis - summary.startTimestampMillis}
+							timestamp={dayjs(summary.startTimestampMillis).format(
 								DATE_TIME_FORMATS.DD_MMM_YYYY_HH_MM_SS,
 							)}
-							statusCode={traceMetadata.rootSpanStatusCode}
+							tokens={summary.ai?.tokens}
+							cost={summary.ai?.totalCost}
 						/>
-					) : (
-						<DetailsLoader />
 					)}
 				</div>
 			)}
 
-			{traceMetadata?.hasMissingSpans && <MissingSpansBanner />}
+			{isOverview && summary?.hasMissingSpans && <MissingSpansBanner />}
 
 			<FieldsSelector
 				isOpen={isPreviewFieldsOpen}

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/TraceDetailsTabs.tsx

@@ -0,0 +1,44 @@
+import { ToggleGroup, ToggleGroupItem } from '@signozhq/ui/toggle-group';
+
+import { TraceDetailsTab } from '../constants';
+import { useTraceDetailsTab } from '../hooks/useTraceDetailsTab';
+
+import styles from './TraceDetailsHeader.module.scss';
+
+function TraceDetailsTabs(): JSX.Element {
+	const [tab, setTab] = useTraceDetailsTab();
+
+	const handleChange = (value: string): void => {
+		// Clicking the active item deselects it and reports ''.
+		if (value) {
+			void setTab(value as TraceDetailsTab);
+		}
+	};
+
+	return (
+		<ToggleGroup
+			type="single"
+			value={tab}
+			onChange={handleChange}
+			className={styles.tabs}
+			size="sm"
+		>
+			<ToggleGroupItem
+				value={TraceDetailsTab.Overview}
+				className={styles.tab}
+				data-testid="trace-details-tab-overview"
+			>
+				Overview
+			</ToggleGroupItem>
+			<ToggleGroupItem
+				value={TraceDetailsTab.Thread}
+				className={styles.tab}
+				data-testid="trace-details-tab-thread"
+			>
+				Thread
+			</ToggleGroupItem>
+		</ToggleGroup>
+	);
+}
+
+export default TraceDetailsTabs;

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/__tests__/TraceDetailsHeader.test.tsx

@@ -1,9 +1,12 @@
 import { fireEvent, screen } from '@testing-library/react';
 import userEvent from '@testing-library/user-event';
 import { getYAxisFormattedValue } from 'components/Graph/yAxisConfig';
+import { NuqsTestingAdapter } from 'nuqs/adapters/testing';
 import ROUTES from 'constants/routes';
 import { render } from 'tests/test-utils';
 
+import { MOCK_TRACE_SUMMARY } from '../mockTraceSummary';
+import * as traceSummaryModule from '../useTraceSummary';
 import TraceDetailsHeader from '../TraceDetailsHeader';
 
 const mockGoBack = jest.fn();
@@ -50,15 +53,9 @@ jest.mock('components/FieldsSelector', () => ({
 	),
 }));
 
-const baseProps = {
-	filterMetadata: {
-		startTime: 0,
-		endTime: 1,
-		traceId: 'trace-123',
-	},
-	onFilteredSpansChange: jest.fn(),
-	isDataLoaded: false,
-};
+const baseProps = { onFilteredSpansChange: jest.fn() };
+
+const metadataText = /Missing Span/;
 
 describe('TraceDetailsHeader – back button', () => {
 	beforeEach(() => {
@@ -94,8 +91,8 @@ describe('TraceDetailsHeader – action cluster', () => {
 		mockReplace.mockClear();
 	});
 
-	it('does not render the action buttons while data is still loading', () => {
-		render(<TraceDetailsHeader {...baseProps} isDataLoaded={false} />);
+	it('does not render the action buttons without a filter handler', () => {
+		render(<TraceDetailsHeader />);
 
 		expect(
 			screen.queryByRole('button', { name: /^analytics$/i }),
@@ -105,8 +102,8 @@ describe('TraceDetailsHeader – action cluster', () => {
 		).not.toBeInTheDocument();
 	});
 
-	it('renders Analytics and Settings action buttons once data is loaded', () => {
-		render(<TraceDetailsHeader {...baseProps} isDataLoaded />);
+	it('renders Analytics and Settings action buttons', () => {
+		render(<TraceDetailsHeader {...baseProps} />);
 
 		expect(
 			screen.getByRole('button', { name: /^analytics$/i }),
@@ -117,7 +114,7 @@ describe('TraceDetailsHeader – action cluster', () => {
 	});
 
 	it('toggles the AnalyticsPanel open state when the Analytics button is clicked', () => {
-		render(<TraceDetailsHeader {...baseProps} isDataLoaded />);
+		render(<TraceDetailsHeader {...baseProps} />);
 
 		const panel = screen.getByTestId('analytics-panel');
 		expect(panel).toHaveAttribute('data-open', 'false');
@@ -133,68 +130,125 @@ describe('TraceDetailsHeader – action cluster', () => {
 });
 
 describe('TraceDetailsHeader – trace metadata row', () => {
-	// Plain prop, no API mock needed: traceMetadata is passed straight in.
-	const traceMetadata = {
-		startTimestampMillis: 1_700_000_000_000,
-		endTimestampMillis: 1_700_000_120_000, // +120000ms = 2 min
-		rootServiceName: 'inventory-frontend',
-		rootServiceEntryPoint: 'large-trace-root',
-		rootSpanStatusCode: '404',
-		hasMissingSpans: false,
-		totalSpansCount: 42,
-	};
+	afterEach(() => {
+		jest.restoreAllMocks();
+	});
 
-	it('renders the metadata (service, entry point, duration, status) when provided', () => {
-		render(
-			<TraceDetailsHeader
-				{...baseProps}
-				isDataLoaded
-				traceMetadata={traceMetadata}
-			/>,
-		);
+	it('shows skeletons instead of the metadata while the summary loads', () => {
+		jest
+			.spyOn(traceSummaryModule, 'useTraceSummary')
+			.mockReturnValue({ data: undefined, isLoading: true });
+		const { container } = render(<TraceDetailsHeader {...baseProps} />);
 
-		expect(screen.getByText(/inventory-frontend/)).toBeInTheDocument();
-		expect(screen.getByText('large-trace-root')).toBeInTheDocument();
-		expect(screen.getByText('404')).toBeInTheDocument();
-		// Duration goes through the shared formatter (e.g. "2 min").
+		expect(screen.queryByText(metadataText)).not.toBeInTheDocument();
+		expect(container.querySelectorAll('.ant-skeleton-input')).toHaveLength(3);
+	});
+
+	it('renders the summary metadata with tokens and cost', () => {
+		render(<TraceDetailsHeader {...baseProps} />);
+
+		const { startTimestampMillis, endTimestampMillis } = MOCK_TRACE_SUMMARY;
 		const duration = getYAxisFormattedValue(
-			`${traceMetadata.endTimestampMillis - traceMetadata.startTimestampMillis}`,
+			`${endTimestampMillis - startTimestampMillis}`,
 			'ms',
 		);
+
+		expect(screen.getByText(metadataText)).toBeInTheDocument();
 		expect(screen.getByText(duration)).toBeInTheDocument();
+		expect(screen.getByText('Tokens: 12,040 → 3,110')).toBeInTheDocument();
+		expect(screen.getByText('$ 0.0421')).toBeInTheDocument();
 	});
 
 	it('is shown by default and can be hidden / shown again via the Trace options menu', async () => {
 		const user = userEvent.setup({ delay: null });
-		render(
-			<TraceDetailsHeader
-				{...baseProps}
-				isDataLoaded
-				traceMetadata={traceMetadata}
-			/>,
-		);
+		render(<TraceDetailsHeader {...baseProps} />);
 
-		// Visible by default (showTraceDetails defaults to true).
-		expect(screen.getByText(/inventory-frontend/)).toBeInTheDocument();
+		expect(screen.getByText(metadataText)).toBeInTheDocument();
 
-		// Hide it.
 		await user.click(screen.getByRole('button', { name: /trace options/i }));
 		await user.click(
 			await screen.findByRole('menuitem', { name: /hide trace details/i }),
 		);
-		expect(screen.queryByText(/inventory-frontend/)).not.toBeInTheDocument();
+		expect(screen.queryByText(metadataText)).not.toBeInTheDocument();
 
-		// Show it again.
 		await user.click(screen.getByRole('button', { name: /trace options/i }));
 		await user.click(
 			await screen.findByRole('menuitem', { name: /show trace details/i }),
 		);
-		expect(screen.getByText(/inventory-frontend/)).toBeInTheDocument();
-	});
-
-	it('does not render the metadata row when traceMetadata is absent', () => {
-		render(<TraceDetailsHeader {...baseProps} isDataLoaded />);
-
-		expect(screen.queryByText(/inventory-frontend/)).not.toBeInTheDocument();
+		expect(screen.getByText(metadataText)).toBeInTheDocument();
+	});
+});
+
+describe('TraceDetailsHeader – tabs', () => {
+	// In-memory URL state, so a tab switch can't leak into the next test.
+	const renderHeader = (): void => {
+		render(
+			<NuqsTestingAdapter hasMemory>
+				<TraceDetailsHeader {...baseProps} />
+			</NuqsTestingAdapter>,
+		);
+	};
+
+	it('shows the Overview-only sections on the Overview tab', () => {
+		renderHeader();
+
+		expect(screen.getByTestId('filters-stub')).toBeInTheDocument();
+		expect(
+			screen.getByRole('button', { name: /^analytics$/i }),
+		).toBeInTheDocument();
+		expect(
+			screen.getByRole('button', { name: /trace options/i }),
+		).toBeInTheDocument();
+		expect(screen.getByTestId('missing-spans-banner')).toBeInTheDocument();
+	});
+
+	it('keeps only the metadata row on the Thread tab', async () => {
+		const user = userEvent.setup({ delay: null });
+		renderHeader();
+
+		await user.click(screen.getByTestId('trace-details-tab-thread'));
+
+		expect(screen.queryByTestId('filters-stub')).not.toBeInTheDocument();
+		expect(
+			screen.queryByRole('button', { name: /^analytics$/i }),
+		).not.toBeInTheDocument();
+		expect(
+			screen.queryByRole('button', { name: /trace options/i }),
+		).not.toBeInTheDocument();
+		expect(screen.queryByTestId('missing-spans-banner')).not.toBeInTheDocument();
+		expect(screen.getByText(metadataText)).toBeInTheDocument();
+	});
+
+	it('shows the metadata row on the Thread tab even when hidden on Overview', async () => {
+		const user = userEvent.setup({ delay: null });
+		renderHeader();
+
+		await user.click(screen.getByRole('button', { name: /trace options/i }));
+		await user.click(
+			await screen.findByRole('menuitem', { name: /hide trace details/i }),
+		);
+		expect(screen.queryByText(metadataText)).not.toBeInTheDocument();
+
+		await user.click(screen.getByTestId('trace-details-tab-thread'));
+
+		expect(screen.getByText(metadataText)).toBeInTheDocument();
+	});
+
+	it('closes the Analytics panel when switching to the Thread tab', async () => {
+		const user = userEvent.setup({ delay: null });
+		renderHeader();
+
+		await user.click(screen.getByRole('button', { name: /^analytics$/i }));
+		expect(screen.getByTestId('analytics-panel')).toHaveAttribute(
+			'data-open',
+			'true',
+		);
+
+		await user.click(screen.getByTestId('trace-details-tab-thread'));
+
+		expect(screen.getByTestId('analytics-panel')).toHaveAttribute(
+			'data-open',
+			'false',
+		);
 	});
 });

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/mockTraceSummary.ts

@@ -0,0 +1,22 @@
+import { TraceSummary } from './types';
+
+// Placeholder until GET /api/v1/traces/{id}/summary feeds the header.
+export const MOCK_TRACE_SUMMARY: TraceSummary = {
+	startTimestampMillis: 1789627365929,
+	endTimestampMillis: 1789627367867,
+	rootServiceName: '',
+	rootServiceEntryPoint: 'Missing Span',
+	totalSpansCount: 3,
+	totalErrorSpansCount: 0,
+	hasMissingSpans: true,
+	ai: {
+		tokens: {
+			input: 12040,
+			output: 3110,
+			cacheRead: 8000,
+			cacheWrite: 1200,
+			reasoning: 900,
+		},
+		totalCost: 0.0421,
+	},
+};

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/types.ts

@@ -0,0 +1,23 @@
+export interface TraceTokenUsage {
+	input: number;
+	output: number;
+	cacheRead?: number;
+	cacheWrite?: number;
+	reasoning?: number;
+}
+
+/** Response of GET /api/v1/traces/{id}/summary. */
+export interface TraceSummary {
+	startTimestampMillis: number;
+	endTimestampMillis: number;
+	rootServiceName: string;
+	rootServiceEntryPoint: string;
+	totalSpansCount: number;
+	totalErrorSpansCount: number;
+	hasMissingSpans: boolean;
+	ai?: {
+		tokens?: TraceTokenUsage;
+		// null when no span has a cost attribute
+		totalCost: number | null;
+	};
+}

frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/useTraceSummary.ts

@@ -0,0 +1,12 @@
+import { MOCK_TRACE_SUMMARY } from './mockTraceSummary';
+import { TraceSummary } from './types';
+
+interface UseTraceSummaryResult {
+	data: TraceSummary | undefined;
+	isLoading: boolean;
+}
+
+// Placeholder until GET /api/v1/traces/{id}/summary is available.
+export function useTraceSummary(): UseTraceSummaryResult {
+	return { data: MOCK_TRACE_SUMMARY, isLoading: false };
+}

frontend/src/pages/TraceDetailsV3/TraceDetailsOverview/TraceDetailsOverview.module.scss

@@ -1,10 +1,3 @@
-.root {
-	flex: 1;
-	min-height: 0;
-	display: flex;
-	flex-direction: column;
-}
-
 .layoutRow {
 	display: flex;
 	flex: 1;

frontend/src/pages/TraceDetailsV3/TraceDetailsOverview/TraceDetailsOverview.tsx

@@ -0,0 +1,500 @@
+/* eslint-disable sonarjs/cognitive-complexity */
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { useParams } from 'react-router-dom';
+import {
+	ChartNoAxesGantt,
+	ChevronDown,
+	ChevronRight,
+	Info,
+	TriangleAlert,
+} from '@signozhq/icons';
+import getLocalStorageKey from 'api/browser/localstorage/get';
+import setLocalStorageKey from 'api/browser/localstorage/set';
+import { Collapse } from 'antd';
+import { useDetailsPanel } from 'components/DetailsPanel';
+import WarningPopover from 'components/WarningPopover/WarningPopover';
+import { LOCALSTORAGE } from 'constants/localStorage';
+import useGetTraceV4 from 'hooks/trace/useGetTraceV4';
+import { useSafeNavigate } from 'hooks/useSafeNavigate';
+import useUrlQuery from 'hooks/useUrlQuery';
+import { ResizableBox } from 'periscope/components/ResizableBox';
+import { SpanV3, TraceDetailV3URLProps } from 'types/api/trace/getTraceV3';
+
+import { TraceDetailEventKeys, TraceDetailEvents } from '../events';
+import { useTraceDetailLogEvent } from '../hooks/useTraceDetailLogEvent';
+import NoData from '../NoData/NoData';
+import {
+	setTraceStoreAvailableColorByFields,
+	useTraceStore,
+} from '../stores/traceStore';
+import { SpanDetailVariant } from '../SpanDetailsPanel/constants';
+import SpanDetailsPanel from '../SpanDetailsPanel/SpanDetailsPanel';
+import { FLAMEGRAPH_SPAN_LIMIT } from '../TraceFlamegraph/constants';
+import TraceFlamegraph from '../TraceFlamegraph/TraceFlamegraph';
+import TraceWaterfall from '../TraceWaterfall/TraceWaterfall';
+import { IInterestedSpan } from '../TraceWaterfall/types';
+import { getAncestorSpanIds } from '../TraceWaterfall/utils';
+import { getAvailableColorByFieldNames } from '../utils';
+
+import cx from 'classnames';
+
+import styles from './TraceDetailsOverview.module.scss';
+
+// Lucide chevrons for the flame/waterfall accordion headers, matching the
+// span-tree chevrons in the waterfall.
+function renderPanelExpandIcon({
+	isActive,
+}: {
+	isActive?: boolean;
+}): JSX.Element {
+	return isActive ? <ChevronDown size={14} /> : <ChevronRight size={14} />;
+}
+
+interface TraceDetailsOverviewProps {
+	filteredSpanIds: string[];
+	isFilterActive: boolean;
+}
+
+function TraceDetailsOverview({
+	filteredSpanIds,
+	isFilterActive,
+}: TraceDetailsOverviewProps): JSX.Element {
+	const { id: traceId } = useParams<TraceDetailV3URLProps>();
+	const urlQuery = useUrlQuery();
+	const [interestedSpanId, setInterestedSpanId] = useState<IInterestedSpan>(
+		() => ({
+			spanId: urlQuery.get('spanId') || '',
+			isUncollapsed: urlQuery.get('spanId') !== '',
+		}),
+	);
+	const [uncollapsedNodes, setUncollapsedNodes] = useState<string[]>([]);
+	const [localUncollapsedNodes, setLocalUncollapsedNodes] = useState<
+		Set<string>
+	>(new Set());
+	const [selectedSpan, setSelectedSpan] = useState<SpanV3>();
+
+	const selectedSpanId = urlQuery.get('spanId') || undefined;
+	const { safeNavigate } = useSafeNavigate();
+
+	const logTraceEvent = useTraceDetailLogEvent('v3', traceId || '');
+	// Tracks which traceId the load event already fired for, so navigating
+	// between traces (the route component stays mounted) re-fires it once each.
+	const dataLoadedFiredForRef = useRef('');
+	const colorByField = useTraceStore((s) => s.colorByField);
+	const previewFieldsCount = useTraceStore((s) => s.previewFields.length);
+	const userPrefsReady = useTraceStore((s) => s.userPreferences !== null);
+
+	const handleSpanDetailsClose = useCallback((): void => {
+		urlQuery.delete('spanId');
+		safeNavigate({ search: urlQuery.toString() }, { replace: true });
+	}, [urlQuery, safeNavigate]);
+
+	const panelState = useDetailsPanel({
+		entityId: selectedSpanId,
+		onClose: handleSpanDetailsClose,
+	});
+
+	const allSpansRef = useRef<SpanV3[]>([]);
+	const deepLinkResolvedRef = useRef(false);
+
+	// Refetch only when the URL target isn't already loaded. Keeps row clicks
+	// and other in-window URL navigation from triggering a backend window slide.
+	useEffect(() => {
+		const spanId = urlQuery.get('spanId') || '';
+		if (!spanId) {
+			return;
+		}
+		const idx = allSpansRef.current.findIndex((s) => s.span_id === spanId);
+		if (idx !== -1) {
+			setSelectedSpan(allSpansRef.current[idx]);
+			return;
+		}
+		setInterestedSpanId({ spanId, isUncollapsed: true });
+	}, [urlQuery]);
+
+	// Once all spans are loaded (frontend mode), freeze query params so
+	// subsequent interestedSpanId changes don't trigger unnecessary refetches.
+	const fullDataLoadedRef = useRef(false);
+	const frozenParamsRef = useRef({
+		selectedSpanId: interestedSpanId.spanId,
+		isSelectedSpanIDUnCollapsed: interestedSpanId.isUncollapsed,
+		uncollapsedSpans: uncollapsedNodes,
+	});
+
+	const queryParams = fullDataLoadedRef.current
+		? frozenParamsRef.current
+		: {
+				selectedSpanId: interestedSpanId.spanId,
+				isSelectedSpanIDUnCollapsed: interestedSpanId.isUncollapsed,
+				uncollapsedSpans: uncollapsedNodes,
+			};
+
+	const {
+		data: traceData,
+		isFetching: isFetchingTraceData,
+		error: errorFetchingTraceData,
+	} = useGetTraceV4({
+		traceId,
+		uncollapsedSpans: queryParams.uncollapsedSpans,
+		selectedSpanId: queryParams.selectedSpanId,
+		isSelectedSpanIDUnCollapsed: queryParams.isSelectedSpanIDUnCollapsed,
+	});
+
+	const allSpans = traceData?.payload?.spans || [];
+	const totalSpansCount = traceData?.payload?.totalSpansCount || 0;
+
+	const isFullDataLoaded =
+		totalSpansCount > 0 && totalSpansCount <= allSpans.length;
+
+	// Color-by options, gated on fields in loaded spans. Resource attrs are
+	// trace-wide, so any window has the full set — no need to accumulate.
+	const availableColorByFields = useMemo(() => {
+		const spans = traceData?.payload?.spans;
+		return spans?.length ? getAvailableColorByFieldNames(spans) : undefined;
+	}, [traceData?.payload?.spans]);
+
+	useEffect(() => {
+		setTraceStoreAvailableColorByFields(availableColorByFields);
+	}, [availableColorByFields]);
+
+	// Lock the ref once we confirm all data is loaded
+	if (isFullDataLoaded && !fullDataLoadedRef.current) {
+		fullDataLoadedRef.current = true;
+		frozenParamsRef.current = {
+			selectedSpanId: interestedSpanId.spanId,
+			isSelectedSpanIDUnCollapsed: interestedSpanId.isUncollapsed,
+			uncollapsedSpans: uncollapsedNodes,
+		};
+	}
+
+	useEffect(() => {
+		allSpansRef.current = allSpans;
+	}, [allSpans]);
+
+	useEffect(() => {
+		if (
+			!traceId ||
+			dataLoadedFiredForRef.current === traceId ||
+			!userPrefsReady
+		) {
+			return;
+		}
+		const payload = traceData?.payload;
+		if (!payload?.spans?.length) {
+			return;
+		}
+		dataLoadedFiredForRef.current = traceId;
+		const numServices = new Set(payload.spans.map((s) => s['service.name'])).size;
+		logTraceEvent(TraceDetailEvents.DataLoaded, {
+			[TraceDetailEventKeys.TotalSpansCount]: totalSpansCount,
+			[TraceDetailEventKeys.NumServices]: numServices,
+			[TraceDetailEventKeys.TraceDurationMs]:
+				payload.endTimestampMillis - payload.startTimestampMillis,
+			[TraceDetailEventKeys.HadErrors]: (payload.totalErrorSpansCount || 0) > 0,
+			[TraceDetailEventKeys.FlamegraphSampled]:
+				totalSpansCount > FLAMEGRAPH_SPAN_LIMIT,
+			[TraceDetailEventKeys.SpanPanelVariant]:
+				getLocalStorageKey(LOCALSTORAGE.TRACE_DETAILS_SPAN_DETAILS_POSITION) ||
+				SpanDetailVariant.DOCKED_RIGHT,
+			[TraceDetailEventKeys.ColorByField]: colorByField.name,
+			[TraceDetailEventKeys.PreviewFieldsCount]: previewFieldsCount,
+		});
+	}, [
+		traceId,
+		userPrefsReady,
+		traceData,
+		totalSpansCount,
+		colorByField,
+		previewFieldsCount,
+		logTraceEvent,
+	]);
+
+	// Frontend mode: expand all parents by default when full data arrives
+	useEffect(() => {
+		if (isFullDataLoaded && allSpans.length > 0) {
+			const parentIds = new Set(
+				allSpans.filter((s) => s.has_children).map((s) => s.span_id),
+			);
+			setLocalUncollapsedNodes(parentIds);
+		}
+	}, [isFullDataLoaded, allSpans]);
+
+	// Backend mode: sync uncollapsed state from API response
+	useEffect(() => {
+		if (
+			!isFullDataLoaded &&
+			traceData &&
+			traceData.payload &&
+			traceData.payload.uncollapsedSpans
+		) {
+			setUncollapsedNodes(traceData.payload.uncollapsedSpans);
+		}
+	}, [traceData, isFullDataLoaded]);
+
+	// Tracks whether we've already done the initial URL→selectedSpan handoff
+	//Lets `interestedSpanId` stay purely as the refetch trigger in frontend mode.
+	useEffect(() => {
+		if (deepLinkResolvedRef.current) {
+			return;
+		}
+		if (allSpans.length === 0) {
+			return;
+		}
+		if (selectedSpanId) {
+			const span = allSpans.find((s) => s.span_id === selectedSpanId);
+			if (!span) {
+				// Span not in the current window — wait for more data (backend
+				// pagination) before marking resolved.
+				return;
+			}
+			setSelectedSpan(span);
+		} else {
+			setSelectedSpan((prev) => prev ?? allSpans[0]);
+		}
+		deepLinkResolvedRef.current = true;
+	}, [selectedSpanId, allSpans]);
+
+	// Frontend mode: auto-expand ancestors of the URL-targeted span so it's
+	// visible. Keyed on URL `spanId`(selectedSpanId).
+	useEffect(() => {
+		if (!isFullDataLoaded || !selectedSpanId || allSpans.length === 0) {
+			return;
+		}
+		const ancestors = getAncestorSpanIds(allSpans, selectedSpanId);
+		if (ancestors.size === 0) {
+			return;
+		}
+		setLocalUncollapsedNodes((prev) => {
+			// Check if all ancestors are already expanded — avoid unnecessary state update
+			let allPresent = true;
+			for (const id of ancestors) {
+				if (!prev.has(id)) {
+					allPresent = false;
+					break;
+				}
+			}
+			if (allPresent) {
+				return prev;
+			}
+
+			const next = new Set(prev);
+			for (const id of ancestors) {
+				next.add(id);
+			}
+			return next;
+		});
+	}, [isFullDataLoaded, selectedSpanId, allSpans]);
+
+	const [activeKeys, setActiveKeys] = useState<string[]>(['flame', 'waterfall']);
+
+	const handleCollapseChange = (key: string): void => {
+		logTraceEvent(
+			key === 'flame'
+				? TraceDetailEvents.FlameGraphToggled
+				: TraceDetailEvents.WaterfallToggled,
+			{ [TraceDetailEventKeys.Expanded]: !activeKeys.includes(key) },
+		);
+		setActiveKeys((prev) =>
+			prev.includes(key) ? prev.filter((k) => k !== key) : [...prev, key],
+		);
+	};
+
+	const [spanDetailVariant, setSpanDetailVariant] = useState<SpanDetailVariant>(
+		() =>
+			(getLocalStorageKey(
+				LOCALSTORAGE.TRACE_DETAILS_SPAN_DETAILS_POSITION,
+			) as SpanDetailVariant) || SpanDetailVariant.DOCKED_RIGHT,
+	);
+
+	const RIGHT_DOCK_MIN = 480;
+	const RIGHT_DOCK_MAX = 720;
+	const [rightDockWidth, setRightDockWidth] = useState(RIGHT_DOCK_MIN);
+
+	const handleVariantChange = useCallback(
+		(newVariant: SpanDetailVariant): void => {
+			setLocalStorageKey(
+				LOCALSTORAGE.TRACE_DETAILS_SPAN_DETAILS_POSITION,
+				newVariant,
+			);
+			setSpanDetailVariant(newVariant);
+		},
+		[],
+	);
+
+	const showNoData =
+		!isFetchingTraceData &&
+		(!!errorFetchingTraceData || !traceData?.payload?.spans?.length);
+
+	const isDocked = spanDetailVariant === SpanDetailVariant.DOCKED;
+	const isRightDocked = spanDetailVariant === SpanDetailVariant.DOCKED_RIGHT;
+	const isWaterfallDocked = panelState.isOpen && isDocked;
+	const showRightDock = panelState.isOpen && isRightDocked;
+
+	const waterfallChildren = (
+		<ResizableBox
+			defaultHeight={300}
+			minHeight={150}
+			disabled={!isWaterfallDocked}
+		>
+			<TraceWaterfall
+				traceData={traceData}
+				isFetchingTraceData={isFetchingTraceData}
+				errorFetchingTraceData={errorFetchingTraceData}
+				traceId={traceId || ''}
+				interestedSpanId={interestedSpanId}
+				setInterestedSpanId={setInterestedSpanId}
+				uncollapsedNodes={uncollapsedNodes}
+				isFullDataLoaded={isFullDataLoaded}
+				localUncollapsedNodes={localUncollapsedNodes}
+				setLocalUncollapsedNodes={setLocalUncollapsedNodes}
+				selectedSpan={selectedSpan}
+				setSelectedSpan={setSelectedSpan}
+				filteredSpanIds={filteredSpanIds}
+				isFilterActive={isFilterActive}
+			/>
+		</ResizableBox>
+	);
+
+	return (
+		<>
+			{showNoData ? (
+				<NoData />
+			) : (
+				<>
+					<div className={styles.layoutRow}>
+						<div className={styles.content}>
+							<Collapse
+								// @ts-expect-error motion is passed through to rc-collapse to disable animation
+								motion={false}
+								activeKey={activeKeys.filter((k) => k === 'flame')}
+								onChange={(): void => handleCollapseChange('flame')}
+								size="small"
+								expandIcon={renderPanelExpandIcon}
+								className={styles.flameCollapse}
+								items={[
+									{
+										key: 'flame',
+										label: (
+											<div className={styles.collapseLabel}>
+												<span className={styles.collapseTitle}>
+													Flame Graph
+													{traceData?.payload?.totalSpansCount &&
+														traceData.payload.totalSpansCount > FLAMEGRAPH_SPAN_LIMIT && (
+															<WarningPopover
+																message="The total span count exceeds the visualization limit. Displaying a sampled subset of spans in flamegraph."
+																placement="bottomLeft"
+															>
+																<Info
+																	size={16}
+																	color="var(--l2-foreground)"
+																	style={{ cursor: 'pointer' }}
+																/>
+															</WarningPopover>
+														)}
+												</span>
+												{traceData?.payload?.totalSpansCount ? (
+													<span className={styles.collapseCount}>
+														<span className={styles.collapseCountItem}>
+															<ChartNoAxesGantt size={13} />
+															Spans: {traceData.payload.totalSpansCount}
+														</span>
+														<span
+															className={cx(styles.collapseCountItem, {
+																[styles.hasErrors]: traceData.payload.totalErrorSpansCount > 0,
+															})}
+														>
+															<TriangleAlert size={13} />
+															Errors:{' '}
+															{traceData.payload.totalErrorSpansCount ?? (
+																<span className="translate-safe">{0}</span>
+															)}
+														</span>
+													</span>
+												) : null}
+											</div>
+										),
+										children: (
+											<ResizableBox defaultHeight={300} minHeight={100} maxHeight={400}>
+												<TraceFlamegraph
+													filteredSpanIds={filteredSpanIds}
+													isFilterActive={isFilterActive}
+													selectedSpan={selectedSpan}
+													totalSpansCount={totalSpansCount}
+												/>
+											</ResizableBox>
+										),
+									},
+								]}
+							/>
+
+							<Collapse
+								// @ts-expect-error motion is passed through to rc-collapse to disable animation
+								motion={false}
+								activeKey={activeKeys.filter((k) => k === 'waterfall')}
+								onChange={(): void => handleCollapseChange('waterfall')}
+								size="small"
+								expandIcon={renderPanelExpandIcon}
+								className={cx(styles.waterfallCollapse, {
+									[styles.isDocked]: isWaterfallDocked,
+								})}
+								items={[
+									{
+										key: 'waterfall',
+										label: 'Waterfall',
+										children: activeKeys.includes('waterfall') ? waterfallChildren : null,
+									},
+								]}
+							/>
+
+							{panelState.isOpen && isDocked && (
+								<div className={styles.dockedSpanDetails}>
+									<SpanDetailsPanel
+										panelState={panelState}
+										selectedSpan={selectedSpan}
+										variant={SpanDetailVariant.DOCKED}
+										onVariantChange={handleVariantChange}
+										traceStartTime={traceData?.payload?.startTimestampMillis}
+										traceEndTime={traceData?.payload?.endTimestampMillis}
+									/>
+								</div>
+							)}
+						</div>
+
+						{showRightDock && (
+							<ResizableBox
+								handle="left"
+								defaultWidth={rightDockWidth}
+								minWidth={RIGHT_DOCK_MIN}
+								maxWidth={RIGHT_DOCK_MAX}
+								onResize={setRightDockWidth}
+								className={styles.rightDock}
+							>
+								<SpanDetailsPanel
+									panelState={panelState}
+									selectedSpan={selectedSpan}
+									variant={SpanDetailVariant.DOCKED_RIGHT}
+									onVariantChange={handleVariantChange}
+									traceStartTime={traceData?.payload?.startTimestampMillis}
+									traceEndTime={traceData?.payload?.endTimestampMillis}
+								/>
+							</ResizableBox>
+						)}
+					</div>
+
+					{panelState.isOpen && spanDetailVariant === SpanDetailVariant.DIALOG && (
+						<SpanDetailsPanel
+							panelState={panelState}
+							selectedSpan={selectedSpan}
+							variant={SpanDetailVariant.DIALOG}
+							onVariantChange={handleVariantChange}
+							traceStartTime={traceData?.payload?.startTimestampMillis}
+							traceEndTime={traceData?.payload?.endTimestampMillis}
+						/>
+					)}
+				</>
+			)}
+		</>
+	);
+}
+
+export default TraceDetailsOverview;

frontend/src/pages/TraceDetailsV3/TraceDetailsThread/TraceDetailsThread.tsx

@@ -0,0 +1,5 @@
+function TraceDetailsThread(): JSX.Element {
+	return <div data-testid="trace-details-thread" />;
+}
+
+export default TraceDetailsThread;

frontend/src/pages/TraceDetailsV3/TraceDetailsWrapper/TraceDetailsWrapper.module.scss

@@ -0,0 +1,6 @@
+.root {
+	flex: 1;
+	min-height: 0;
+	display: flex;
+	flex-direction: column;
+}

frontend/src/pages/TraceDetailsV3/TraceDetailsWrapper/TraceDetailsWrapper.tsx

@@ -0,0 +1,21 @@
+import { ReactNode } from 'react';
+
+import TraceStoreSync from '../stores/TraceStoreSync';
+
+import styles from './TraceDetailsWrapper.module.scss';
+
+interface TraceDetailsWrapperProps {
+	children: ReactNode;
+}
+
+function TraceDetailsWrapper({
+	children,
+}: TraceDetailsWrapperProps): JSX.Element {
+	return (
+		<TraceStoreSync>
+			<div className={styles.root}>{children}</div>
+		</TraceStoreSync>
+	);
+}
+
+export default TraceDetailsWrapper;

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/FlamegraphCanvas.module.scss

@@ -33,10 +33,5 @@
 	position: fixed;
 	z-index: 1000;
 	pointer-events: none;
-	background-color: var(--l1-background);
-	padding: 8px 12px;
-	border-radius: 4px;
-	box-shadow: 0 2px 8px rgba(0, 0, 0, 0.3);
-	border: 1px solid var(--l2-border);
 	color: var(--l1-foreground);
 }

frontend/src/pages/TraceDetailsV3/TraceFlamegraph/FlamegraphCanvas.tsx

@@ -1,5 +1,6 @@
 import React, { useCallback, useEffect, useRef, useState } from 'react';
 import { createPortal } from 'react-dom';
+import cx from 'classnames';
 import TimelineV3 from 'components/TimelineV3/TimelineV3';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 
@@ -17,6 +18,7 @@ import { useFlamegraphZoom } from './hooks/useFlamegraphZoom';
 import { useScrollToSpan } from './hooks/useScrollToSpan';
 import { EventRect, FlamegraphCanvasProps, SpanRect } from './types';
 
+import tooltipStyles from '../TraceTooltip/TraceTooltip.module.scss';
 import styles from './FlamegraphCanvas.module.scss';
 
 function FlamegraphCanvas(props: FlamegraphCanvasProps): JSX.Element {
@@ -203,7 +205,7 @@ function FlamegraphCanvas(props: FlamegraphCanvasProps): JSX.Element {
 	const tooltipElement = tooltipContent
 		? createPortal(
 				<div
-					className={styles.tooltip}
+					className={cx(tooltipStyles.surface, styles.tooltip)}
 					style={{
 						left: Math.min(tooltipContent.clientX + 15, window.innerWidth - 220),
 						top: Math.min(tooltipContent.clientY + 15, window.innerHeight - 100),

frontend/src/pages/TraceDetailsV3/TraceTooltip/TooltipRow.tsx

@@ -0,0 +1,34 @@
+import { Typography } from '@signozhq/ui/typography';
+
+import styles from './TraceTooltip.module.scss';
+
+interface TooltipRowProps {
+	label: string;
+	value: string;
+	isTotal?: boolean;
+	testId?: string;
+}
+
+function TooltipRow({
+	label,
+	value,
+	isTotal,
+	testId,
+}: TooltipRowProps): JSX.Element {
+	return (
+		<div className={styles.row} data-testid={testId}>
+			<Typography.Text
+				size="small"
+				color={isTotal ? undefined : 'muted'}
+				truncate={1}
+			>
+				{label}
+			</Typography.Text>
+			<Typography.Text size="small" truncate={1} className={styles.rowValue}>
+				{value}
+			</Typography.Text>
+		</div>
+	);
+}
+
+export default TooltipRow;

frontend/src/pages/TraceDetailsV3/TraceTooltip/TooltipSection.tsx

@@ -0,0 +1,13 @@
+import { ReactNode } from 'react';
+
+import styles from './TraceTooltip.module.scss';
+
+interface TooltipSectionProps {
+	children: ReactNode;
+}
+
+function TooltipSection({ children }: TooltipSectionProps): JSX.Element {
+	return <div className={styles.section}>{children}</div>;
+}
+
+export default TooltipSection;

frontend/src/pages/TraceDetailsV3/TraceTooltip/TraceTooltip.module.scss

@@ -0,0 +1,82 @@
+// Figma `dark/shadow-dropdown` popover surface, shared by every trace-details
+// tooltip so they look the same.
+$surface-background: color-mix(in srgb, var(--l3-background) 60%, transparent);
+$surface-border-color: var(--l2-border);
+$surface-radius: var(--radius-2);
+$surface-padding: var(--spacing-4);
+$surface-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
+
+// For plain elements, e.g. the flamegraph's cursor-following portal.
+.surface {
+	background-color: $surface-background;
+	border: 1px solid $surface-border-color;
+	border-radius: $surface-radius;
+	padding: $surface-padding;
+	box-shadow: $surface-shadow;
+	backdrop-filter: blur(20px);
+}
+
+// For @signozhq/ui Tooltip content: it paints both the bubble and the arrow
+// from these variables.
+.tooltipContent {
+	--tooltip-background: #{$surface-background};
+	--tooltip-border-color: #{$surface-border-color};
+	--tooltip-border-radius: #{$surface-radius};
+	--tooltip-padding: #{$surface-padding};
+	--tooltip-box-shadow: #{$surface-shadow};
+	backdrop-filter: blur(20px);
+}
+
+.body {
+	display: flex;
+	flex-direction: column;
+	letter-spacing: var(--paragraph-small-400-letter-spacing);
+	color: var(--l1-foreground-hover);
+}
+
+.title {
+	--typography-font-family: var(--code-small-500-font-family);
+	--typography-font-size: var(--code-small-500-font-size);
+	--typography-font-weight: var(--code-small-500-font-weight);
+	--typography-line-height: var(--code-small-500-line-height);
+	letter-spacing: var(--code-small-500-letter-spacing);
+	word-break: break-all;
+}
+
+.section {
+	display: flex;
+	flex-direction: column;
+	gap: 4px;
+	padding: 8px 0;
+	border-top: 1px solid;
+	border-image: linear-gradient(
+			90deg,
+			var(--l3-background-transparent),
+			var(--l3-border),
+			var(--l3-background-transparent)
+		)
+		1;
+
+	&:first-child {
+		padding-top: 0;
+		border-top: none;
+	}
+
+	&:last-child {
+		padding-bottom: 0;
+	}
+}
+
+.row {
+	display: flex;
+	justify-content: space-between;
+	gap: 16px;
+	min-width: 0;
+}
+
+.rowValue {
+	flex-shrink: 0;
+	max-width: 60%;
+	text-align: right;
+	font-variant-numeric: tabular-nums;
+}

frontend/src/pages/TraceDetailsV3/TraceWaterfall/TraceWaterfallStates/Success/Success.module.scss

@@ -217,8 +217,9 @@
 .statusCell {
 	display: flex;
 	align-items: center;
-	justify-content: center;
+	justify-content: flex-start;
 	cursor: pointer;
+	padding-left: var(--spacing-2);
 
 	--badge-border-radius: 2px;
 	--badge-padding: 3px 6px;
@@ -408,6 +409,11 @@
 	}
 }
 
+.aiSpanIcon {
+	flex-shrink: 0;
+	margin: 0 4px;
+}
+
 .treeLabel {
 	color: var(--l1-foreground);
 	font-family: 'Inter';

frontend/src/pages/TraceDetailsV3/TraceWaterfall/TraceWaterfallStates/Success/Success.tsx

@@ -25,7 +25,6 @@ import {
 } from '@tanstack/react-table';
 import { useVirtualizer, Virtualizer } from '@tanstack/react-virtual';
 import cx from 'classnames';
-import HttpStatusBadge from 'components/HttpStatusBadge/HttpStatusBadge';
 import TimelineV3 from 'components/TimelineV3/TimelineV3';
 import { convertTimeToRelevantUnit } from 'utils/traceUtils';
 import { useCopySpanLink } from 'hooks/trace/useCopySpanLink';
@@ -33,7 +32,13 @@ import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
 import useUrlQuery from 'hooks/useUrlQuery';
 import { colorToRgb } from 'lib/uPlotLib/utils/generateColor';
-import { ChevronDown, ChevronRight, Link, ListPlus } from '@signozhq/icons';
+import {
+	ChevronDown,
+	ChevronRight,
+	Link,
+	ListPlus,
+	Sparkle,
+} from '@signozhq/icons';
 import { useTraceStore } from 'pages/TraceDetailsV3/stores/traceStore';
 import { resolveSpanColor } from 'pages/TraceDetailsV3/utils';
 import { useBoundaryPagination } from 'pages/TraceDetailsV3/TraceWaterfall/hooks/useBoundaryPagination';
@@ -44,6 +49,8 @@ import { toFixed } from 'utils/toFixed';
 
 import { EventTooltipContent } from '../../../SpanHoverCard/EventTooltipContent';
 import { SpanHoverCard } from '../../../SpanHoverCard/SpanHoverCard';
+import SpanHintBadge from '../../../SpanHintBadge/SpanHintBadge';
+import { isAiSpan } from '../../../utils/genAi';
 import AddSpanToFunnelModal from '../../AddSpanToFunnelModal/AddSpanToFunnelModal';
 import { IInterestedSpan } from '../../types';
 
@@ -328,14 +335,23 @@ const SpanOverview = memo(function SpanOverview({
 			</span>
 
 			{/* Colored service dot */}
-			<span
-				className={cx(styles.treeIcon, { [styles.hasError]: span.has_error })}
-				style={
-					{
-						'--service-dot-color': effectiveColor,
-					} as React.CSSProperties
-				}
-			/>
+			{isAiSpan(span) ? (
+				<Sparkle
+					size={10}
+					color={effectiveColor}
+					fill={effectiveColor}
+					className={styles.aiSpanIcon}
+				/>
+			) : (
+				<span
+					className={cx(styles.treeIcon, { [styles.hasError]: span.has_error })}
+					style={
+						{
+							'--service-dot-color': effectiveColor,
+						} as React.CSSProperties
+					}
+				/>
+			)}
 
 			{/* Span name + service name */}
 			<span className={styles.treeLabel}>
@@ -971,9 +987,7 @@ function Success(props: ISuccessProps): JSX.Element {
 									onMouseLeave={(): void => applyHoverClass(null)}
 									onClick={(): void => handleSpanClick(span)}
 								>
-									{span.response_status_code && (
-										<HttpStatusBadge statusCode={span.response_status_code} />
-									)}
+									<SpanHintBadge span={span} />
 								</div>
 							);
 						})}

frontend/src/pages/TraceDetailsV3/constants.ts

@@ -53,3 +53,8 @@ export const COLOR_BY_FIELDS: TelemetryFieldKey[] = COLOR_BY_OPTIONS.map(
 );
 
 export const DEFAULT_COLOR_BY_FIELD = COLOR_BY_FIELDS[0];
+
+export enum TraceDetailsTab {
+	Overview = 'overview',
+	Thread = 'thread',
+}

frontend/src/pages/TraceDetailsV3/hooks/useTraceDetailsTab.ts

@@ -0,0 +1,15 @@
+import { parseAsStringEnum, useQueryState, UseQueryStateReturn } from 'nuqs';
+
+import { TraceDetailsTab } from '../constants';
+
+export function useTraceDetailsTab(): UseQueryStateReturn<
+	TraceDetailsTab,
+	TraceDetailsTab
+> {
+	return useQueryState(
+		'tab',
+		parseAsStringEnum(Object.values(TraceDetailsTab)).withDefault(
+			TraceDetailsTab.Overview,
+		),
+	);
+}

frontend/src/pages/TraceDetailsV3/index.tsx

@@ -1,89 +1,18 @@
-/* eslint-disable sonarjs/cognitive-complexity */
-import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
-import { useParams } from 'react-router-dom';
-import {
-	ChartNoAxesGantt,
-	ChevronDown,
-	ChevronRight,
-	Info,
-	TriangleAlert,
-} from '@signozhq/icons';
-import getLocalStorageKey from 'api/browser/localstorage/get';
-import setLocalStorageKey from 'api/browser/localstorage/set';
-import { Collapse } from 'antd';
-import { useDetailsPanel } from 'components/DetailsPanel';
-import WarningPopover from 'components/WarningPopover/WarningPopover';
-import { LOCALSTORAGE } from 'constants/localStorage';
-import useGetTraceV4 from 'hooks/trace/useGetTraceV4';
-import { useTraceDetailsStripInfo } from './useTraceDetailsStripInfo';
-import { useSafeNavigate } from 'hooks/useSafeNavigate';
-import useUrlQuery from 'hooks/useUrlQuery';
-import { ResizableBox } from 'periscope/components/ResizableBox';
-import { SpanV3, TraceDetailV3URLProps } from 'types/api/trace/getTraceV3';
+import { useCallback, useEffect, useState } from 'react';
 
-import { TraceDetailEventKeys, TraceDetailEvents } from './events';
-import { useTraceDetailLogEvent } from './hooks/useTraceDetailLogEvent';
-import NoData from './NoData/NoData';
-import TraceStoreSync from './stores/TraceStoreSync';
-import { useTraceStore } from './stores/traceStore';
-import { SpanDetailVariant } from './SpanDetailsPanel/constants';
-import SpanDetailsPanel from './SpanDetailsPanel/SpanDetailsPanel';
-import type { TraceMetadataForHeader } from './TraceDetailsHeader/TraceDetailsHeader';
+import { TraceDetailsTab } from './constants';
+import { useTraceDetailsTab } from './hooks/useTraceDetailsTab';
 import TraceDetailsHeader from './TraceDetailsHeader/TraceDetailsHeader';
-import { FLAMEGRAPH_SPAN_LIMIT } from './TraceFlamegraph/constants';
-import TraceFlamegraph from './TraceFlamegraph/TraceFlamegraph';
-import TraceWaterfall from './TraceWaterfall/TraceWaterfall';
-import { IInterestedSpan } from './TraceWaterfall/types';
-import { getAncestorSpanIds } from './TraceWaterfall/utils';
-import { getAvailableColorByFieldNames } from './utils';
-
-import cx from 'classnames';
-
-import styles from './TraceDetailsV3.module.scss';
-
-// Lucide chevrons for the flame/waterfall accordion headers, matching the
-// span-tree chevrons in the waterfall.
-function renderPanelExpandIcon({
-	isActive,
-}: {
-	isActive?: boolean;
-}): JSX.Element {
-	return isActive ? <ChevronDown size={14} /> : <ChevronRight size={14} />;
-}
+import TraceDetailsOverview from './TraceDetailsOverview/TraceDetailsOverview';
+import TraceDetailsThread from './TraceDetailsThread/TraceDetailsThread';
+import TraceDetailsWrapper from './TraceDetailsWrapper/TraceDetailsWrapper';
 
 function TraceDetailsV3(): JSX.Element {
-	const { id: traceId } = useParams<TraceDetailV3URLProps>();
-	const urlQuery = useUrlQuery();
-	const [interestedSpanId, setInterestedSpanId] = useState<IInterestedSpan>(
-		() => ({
-			spanId: urlQuery.get('spanId') || '',
-			isUncollapsed: urlQuery.get('spanId') !== '',
-		}),
-	);
-	const [uncollapsedNodes, setUncollapsedNodes] = useState<string[]>([]);
-	const [localUncollapsedNodes, setLocalUncollapsedNodes] = useState<
-		Set<string>
-	>(new Set());
-	const [selectedSpan, setSelectedSpan] = useState<SpanV3>();
+	const [tab] = useTraceDetailsTab();
+	const isOverview = tab === TraceDetailsTab.Overview;
 	const [filteredSpanIds, setFilteredSpanIds] = useState<string[]>([]);
 	const [isFilterActive, setIsFilterActive] = useState(false);
 
-	const selectedSpanId = urlQuery.get('spanId') || undefined;
-	const { safeNavigate } = useSafeNavigate();
-
-	const logTraceEvent = useTraceDetailLogEvent('v3', traceId || '');
-	// Tracks which traceId the load event already fired for, so navigating
-	// between traces (the route component stays mounted) re-fires it once each.
-	const dataLoadedFiredForRef = useRef('');
-	const colorByField = useTraceStore((s) => s.colorByField);
-	const previewFieldsCount = useTraceStore((s) => s.previewFields.length);
-	const userPrefsReady = useTraceStore((s) => s.userPreferences !== null);
-
-	const handleSpanDetailsClose = useCallback((): void => {
-		urlQuery.delete('spanId');
-		safeNavigate({ search: urlQuery.toString() }, { replace: true });
-	}, [urlQuery, safeNavigate]);
-
 	const handleFilteredSpansChange = useCallback(
 		(spanIds: string[], isActive: boolean): void => {
 			setFilteredSpanIds(spanIds);
@@ -92,453 +21,26 @@ function TraceDetailsV3(): JSX.Element {
 		[],
 	);
 
-	const panelState = useDetailsPanel({
-		entityId: selectedSpanId,
-		onClose: handleSpanDetailsClose,
-	});
-
-	const allSpansRef = useRef<SpanV3[]>([]);
-	const deepLinkResolvedRef = useRef(false);
-
-	// Refetch only when the URL target isn't already loaded. Keeps row clicks
-	// and other in-window URL navigation from triggering a backend window slide.
+	// The filter query lives in Filters' local state, which unmounts with the
+	// Overview tab; drop its result too so both start empty on return.
 	useEffect(() => {
-		const spanId = urlQuery.get('spanId') || '';
-		if (!spanId) {
-			return;
+		if (!isOverview) {
+			handleFilteredSpansChange([], false);
 		}
-		const idx = allSpansRef.current.findIndex((s) => s.span_id === spanId);
-		if (idx !== -1) {
-			setSelectedSpan(allSpansRef.current[idx]);
-			return;
-		}
-		setInterestedSpanId({ spanId, isUncollapsed: true });
-	}, [urlQuery]);
-
-	// Once all spans are loaded (frontend mode), freeze query params so
-	// subsequent interestedSpanId changes don't trigger unnecessary refetches.
-	const fullDataLoadedRef = useRef(false);
-	const frozenParamsRef = useRef({
-		selectedSpanId: interestedSpanId.spanId,
-		isSelectedSpanIDUnCollapsed: interestedSpanId.isUncollapsed,
-		uncollapsedSpans: uncollapsedNodes,
-	});
-
-	const queryParams = fullDataLoadedRef.current
-		? frozenParamsRef.current
-		: {
-				selectedSpanId: interestedSpanId.spanId,
-				isSelectedSpanIDUnCollapsed: interestedSpanId.isUncollapsed,
-				uncollapsedSpans: uncollapsedNodes,
-			};
-
-	const {
-		data: traceData,
-		isFetching: isFetchingTraceData,
-		error: errorFetchingTraceData,
-	} = useGetTraceV4({
-		traceId,
-		uncollapsedSpans: queryParams.uncollapsedSpans,
-		selectedSpanId: queryParams.selectedSpanId,
-		isSelectedSpanIDUnCollapsed: queryParams.isSelectedSpanIDUnCollapsed,
-	});
-
-	const allSpans = traceData?.payload?.spans || [];
-	const totalSpansCount = traceData?.payload?.totalSpansCount || 0;
-	const totalErrorSpansCount = traceData?.payload?.totalErrorSpansCount || 0;
-
-	useTraceDetailsStripInfo({ totalSpansCount, totalErrorSpansCount });
-
-	const isFullDataLoaded =
-		totalSpansCount > 0 && totalSpansCount <= allSpans.length;
-
-	// Color-by options, gated on fields in loaded spans. Resource attrs are
-	// trace-wide, so any window has the full set — no need to accumulate.
-	const availableColorByFields = useMemo(() => {
-		const spans = traceData?.payload?.spans;
-		return spans?.length ? getAvailableColorByFieldNames(spans) : undefined;
-	}, [traceData?.payload?.spans]);
-
-	// Lock the ref once we confirm all data is loaded
-	if (isFullDataLoaded && !fullDataLoadedRef.current) {
-		fullDataLoadedRef.current = true;
-		frozenParamsRef.current = {
-			selectedSpanId: interestedSpanId.spanId,
-			isSelectedSpanIDUnCollapsed: interestedSpanId.isUncollapsed,
-			uncollapsedSpans: uncollapsedNodes,
-		};
-	}
-
-	useEffect(() => {
-		allSpansRef.current = allSpans;
-	}, [allSpans]);
-
-	useEffect(() => {
-		if (
-			!traceId ||
-			dataLoadedFiredForRef.current === traceId ||
-			!userPrefsReady
-		) {
-			return;
-		}
-		const payload = traceData?.payload;
-		if (!payload?.spans?.length) {
-			return;
-		}
-		dataLoadedFiredForRef.current = traceId;
-		const numServices = new Set(payload.spans.map((s) => s['service.name'])).size;
-		logTraceEvent(TraceDetailEvents.DataLoaded, {
-			[TraceDetailEventKeys.TotalSpansCount]: totalSpansCount,
-			[TraceDetailEventKeys.NumServices]: numServices,
-			[TraceDetailEventKeys.TraceDurationMs]:
-				payload.endTimestampMillis - payload.startTimestampMillis,
-			[TraceDetailEventKeys.HadErrors]: (payload.totalErrorSpansCount || 0) > 0,
-			[TraceDetailEventKeys.FlamegraphSampled]:
-				totalSpansCount > FLAMEGRAPH_SPAN_LIMIT,
-			[TraceDetailEventKeys.SpanPanelVariant]:
-				getLocalStorageKey(LOCALSTORAGE.TRACE_DETAILS_SPAN_DETAILS_POSITION) ||
-				SpanDetailVariant.DOCKED_RIGHT,
-			[TraceDetailEventKeys.ColorByField]: colorByField.name,
-			[TraceDetailEventKeys.PreviewFieldsCount]: previewFieldsCount,
-		});
-	}, [
-		traceId,
-		userPrefsReady,
-		traceData,
-		totalSpansCount,
-		colorByField,
-		previewFieldsCount,
-		logTraceEvent,
-	]);
-
-	// Frontend mode: expand all parents by default when full data arrives
-	useEffect(() => {
-		if (isFullDataLoaded && allSpans.length > 0) {
-			const parentIds = new Set(
-				allSpans.filter((s) => s.has_children).map((s) => s.span_id),
-			);
-			setLocalUncollapsedNodes(parentIds);
-		}
-	}, [isFullDataLoaded, allSpans]);
-
-	// Backend mode: sync uncollapsed state from API response
-	useEffect(() => {
-		if (
-			!isFullDataLoaded &&
-			traceData &&
-			traceData.payload &&
-			traceData.payload.uncollapsedSpans
-		) {
-			setUncollapsedNodes(traceData.payload.uncollapsedSpans);
-		}
-	}, [traceData, isFullDataLoaded]);
-
-	// Tracks whether we've already done the initial URL→selectedSpan handoff
-	//Lets `interestedSpanId` stay purely as the refetch trigger in frontend mode.
-	useEffect(() => {
-		if (deepLinkResolvedRef.current) {
-			return;
-		}
-		if (allSpans.length === 0) {
-			return;
-		}
-		if (selectedSpanId) {
-			const span = allSpans.find((s) => s.span_id === selectedSpanId);
-			if (!span) {
-				// Span not in the current window — wait for more data (backend
-				// pagination) before marking resolved.
-				return;
-			}
-			setSelectedSpan(span);
-		} else {
-			setSelectedSpan((prev) => prev ?? allSpans[0]);
-		}
-		deepLinkResolvedRef.current = true;
-	}, [selectedSpanId, allSpans]);
-
-	// Frontend mode: auto-expand ancestors of the URL-targeted span so it's
-	// visible. Keyed on URL `spanId`(selectedSpanId).
-	useEffect(() => {
-		if (!isFullDataLoaded || !selectedSpanId || allSpans.length === 0) {
-			return;
-		}
-		const ancestors = getAncestorSpanIds(allSpans, selectedSpanId);
-		if (ancestors.size === 0) {
-			return;
-		}
-		setLocalUncollapsedNodes((prev) => {
-			// Check if all ancestors are already expanded — avoid unnecessary state update
-			let allPresent = true;
-			for (const id of ancestors) {
-				if (!prev.has(id)) {
-					allPresent = false;
-					break;
-				}
-			}
-			if (allPresent) {
-				return prev;
-			}
-
-			const next = new Set(prev);
-			for (const id of ancestors) {
-				next.add(id);
-			}
-			return next;
-		});
-	}, [isFullDataLoaded, selectedSpanId, allSpans]);
-
-	const [activeKeys, setActiveKeys] = useState<string[]>(['flame', 'waterfall']);
-
-	const handleCollapseChange = (key: string): void => {
-		logTraceEvent(
-			key === 'flame'
-				? TraceDetailEvents.FlameGraphToggled
-				: TraceDetailEvents.WaterfallToggled,
-			{ [TraceDetailEventKeys.Expanded]: !activeKeys.includes(key) },
-		);
-		setActiveKeys((prev) =>
-			prev.includes(key) ? prev.filter((k) => k !== key) : [...prev, key],
-		);
-	};
-
-	const [spanDetailVariant, setSpanDetailVariant] = useState<SpanDetailVariant>(
-		() =>
-			(getLocalStorageKey(
-				LOCALSTORAGE.TRACE_DETAILS_SPAN_DETAILS_POSITION,
-			) as SpanDetailVariant) || SpanDetailVariant.DOCKED_RIGHT,
-	);
-
-	const RIGHT_DOCK_MIN = 480;
-	const RIGHT_DOCK_MAX = 720;
-	const [rightDockWidth, setRightDockWidth] = useState(RIGHT_DOCK_MIN);
-
-	const handleVariantChange = useCallback(
-		(newVariant: SpanDetailVariant): void => {
-			setLocalStorageKey(
-				LOCALSTORAGE.TRACE_DETAILS_SPAN_DETAILS_POSITION,
-				newVariant,
-			);
-			setSpanDetailVariant(newVariant);
-		},
-		[],
-	);
-
-	const filterMetadata = useMemo(
-		() => ({
-			startTime: (traceData?.payload?.startTimestampMillis || 0) / 1e3,
-			endTime: (traceData?.payload?.endTimestampMillis || 0) / 1e3,
-			traceId: traceId || '',
-		}),
-		[
-			traceData?.payload?.startTimestampMillis,
-			traceData?.payload?.endTimestampMillis,
-			traceId,
-		],
-	);
-
-	const traceMetadataForHeader = useMemo(():
-		| TraceMetadataForHeader
-		| undefined => {
-		const payload = traceData?.payload;
-		if (!payload) {
-			return undefined;
-		}
-		const rootSpan = payload.spans?.find((s) => s.level === 0);
-		return {
-			startTimestampMillis: payload.startTimestampMillis,
-			endTimestampMillis: payload.endTimestampMillis,
-			rootServiceName: payload.rootServiceName,
-			rootServiceEntryPoint: payload.rootServiceEntryPoint,
-			rootSpanStatusCode: rootSpan?.response_status_code || '',
-			hasMissingSpans: payload.hasMissingSpans || false,
-			totalSpansCount: payload.totalSpansCount || 0,
-		};
-	}, [traceData?.payload]);
-
-	const showNoData =
-		!isFetchingTraceData &&
-		(!!errorFetchingTraceData || !traceData?.payload?.spans?.length);
-
-	const isDocked = spanDetailVariant === SpanDetailVariant.DOCKED;
-	const isRightDocked = spanDetailVariant === SpanDetailVariant.DOCKED_RIGHT;
-	const isWaterfallDocked = panelState.isOpen && isDocked;
-	const showRightDock = panelState.isOpen && isRightDocked;
-
-	const waterfallChildren = (
-		<ResizableBox
-			defaultHeight={300}
-			minHeight={150}
-			disabled={!isWaterfallDocked}
-		>
-			<TraceWaterfall
-				traceData={traceData}
-				isFetchingTraceData={isFetchingTraceData}
-				errorFetchingTraceData={errorFetchingTraceData}
-				traceId={traceId || ''}
-				interestedSpanId={interestedSpanId}
-				setInterestedSpanId={setInterestedSpanId}
-				uncollapsedNodes={uncollapsedNodes}
-				isFullDataLoaded={isFullDataLoaded}
-				localUncollapsedNodes={localUncollapsedNodes}
-				setLocalUncollapsedNodes={setLocalUncollapsedNodes}
-				selectedSpan={selectedSpan}
-				setSelectedSpan={setSelectedSpan}
-				filteredSpanIds={filteredSpanIds}
-				isFilterActive={isFilterActive}
-			/>
-		</ResizableBox>
-	);
+	}, [isOverview, handleFilteredSpansChange]);
 
 	return (
-		<TraceStoreSync availableColorByFields={availableColorByFields}>
-			<div className={styles.root}>
-				<TraceDetailsHeader
-					filterMetadata={filterMetadata}
-					onFilteredSpansChange={handleFilteredSpansChange}
-					isDataLoaded={!!traceData?.payload?.spans?.length && !showNoData}
-					traceMetadata={traceMetadataForHeader}
+		<TraceDetailsWrapper>
+			<TraceDetailsHeader onFilteredSpansChange={handleFilteredSpansChange} />
+			{isOverview ? (
+				<TraceDetailsOverview
+					filteredSpanIds={filteredSpanIds}
+					isFilterActive={isFilterActive}
 				/>
-
-				{showNoData ? (
-					<NoData />
-				) : (
-					<>
-						<div className={styles.layoutRow}>
-							<div className={styles.content}>
-								<Collapse
-									// @ts-expect-error motion is passed through to rc-collapse to disable animation
-									motion={false}
-									activeKey={activeKeys.filter((k) => k === 'flame')}
-									onChange={(): void => handleCollapseChange('flame')}
-									size="small"
-									expandIcon={renderPanelExpandIcon}
-									className={styles.flameCollapse}
-									items={[
-										{
-											key: 'flame',
-											label: (
-												<div className={styles.collapseLabel}>
-													<span className={styles.collapseTitle}>
-														Flame Graph
-														{traceData?.payload?.totalSpansCount &&
-															traceData.payload.totalSpansCount > FLAMEGRAPH_SPAN_LIMIT && (
-																<WarningPopover
-																	message="The total span count exceeds the visualization limit. Displaying a sampled subset of spans in flamegraph."
-																	placement="bottomLeft"
-																>
-																	<Info
-																		size={16}
-																		color="var(--l2-foreground)"
-																		style={{ cursor: 'pointer' }}
-																	/>
-																</WarningPopover>
-															)}
-													</span>
-													{traceData?.payload?.totalSpansCount ? (
-														<span className={styles.collapseCount}>
-															<span className={styles.collapseCountItem}>
-																<ChartNoAxesGantt size={13} />
-																Spans: {traceData.payload.totalSpansCount}
-															</span>
-															<span
-																className={cx(styles.collapseCountItem, {
-																	[styles.hasErrors]: traceData.payload.totalErrorSpansCount > 0,
-																})}
-															>
-																<TriangleAlert size={13} />
-																Errors:{' '}
-																{traceData.payload.totalErrorSpansCount ?? (
-																	<span className="translate-safe">{0}</span>
-																)}
-															</span>
-														</span>
-													) : null}
-												</div>
-											),
-											children: (
-												<ResizableBox defaultHeight={300} minHeight={100} maxHeight={400}>
-													<TraceFlamegraph
-														filteredSpanIds={filteredSpanIds}
-														isFilterActive={isFilterActive}
-														selectedSpan={selectedSpan}
-														totalSpansCount={totalSpansCount}
-													/>
-												</ResizableBox>
-											),
-										},
-									]}
-								/>
-
-								<Collapse
-									// @ts-expect-error motion is passed through to rc-collapse to disable animation
-									motion={false}
-									activeKey={activeKeys.filter((k) => k === 'waterfall')}
-									onChange={(): void => handleCollapseChange('waterfall')}
-									size="small"
-									expandIcon={renderPanelExpandIcon}
-									className={cx(styles.waterfallCollapse, {
-										[styles.isDocked]: isWaterfallDocked,
-									})}
-									items={[
-										{
-											key: 'waterfall',
-											label: 'Waterfall',
-											children: activeKeys.includes('waterfall')
-												? waterfallChildren
-												: null,
-										},
-									]}
-								/>
-
-								{panelState.isOpen && isDocked && (
-									<div className={styles.dockedSpanDetails}>
-										<SpanDetailsPanel
-											panelState={panelState}
-											selectedSpan={selectedSpan}
-											variant={SpanDetailVariant.DOCKED}
-											onVariantChange={handleVariantChange}
-											traceStartTime={traceData?.payload?.startTimestampMillis}
-											traceEndTime={traceData?.payload?.endTimestampMillis}
-										/>
-									</div>
-								)}
-							</div>
-
-							{showRightDock && (
-								<ResizableBox
-									handle="left"
-									defaultWidth={rightDockWidth}
-									minWidth={RIGHT_DOCK_MIN}
-									maxWidth={RIGHT_DOCK_MAX}
-									onResize={setRightDockWidth}
-									className={styles.rightDock}
-								>
-									<SpanDetailsPanel
-										panelState={panelState}
-										selectedSpan={selectedSpan}
-										variant={SpanDetailVariant.DOCKED_RIGHT}
-										onVariantChange={handleVariantChange}
-										traceStartTime={traceData?.payload?.startTimestampMillis}
-										traceEndTime={traceData?.payload?.endTimestampMillis}
-									/>
-								</ResizableBox>
-							)}
-						</div>
-
-						{panelState.isOpen && spanDetailVariant === SpanDetailVariant.DIALOG && (
-							<SpanDetailsPanel
-								panelState={panelState}
-								selectedSpan={selectedSpan}
-								variant={SpanDetailVariant.DIALOG}
-								onVariantChange={handleVariantChange}
-								traceStartTime={traceData?.payload?.startTimestampMillis}
-								traceEndTime={traceData?.payload?.endTimestampMillis}
-							/>
-						)}
-					</>
-				)}
-			</div>
-		</TraceStoreSync>
+			) : (
+				<TraceDetailsThread />
+			)}
+		</TraceDetailsWrapper>
 	);
 }
 

frontend/src/pages/TraceDetailsV3/stores/TraceStoreSync.tsx

@@ -4,36 +4,28 @@ import updateUserPreferenceAPI from 'api/v1/user/preferences/name/update';
 import { useAppContext } from 'providers/App/App';
 
 import {
-	setTraceStoreAvailableColorByFields,
 	setTraceStoreCallbacks,
 	setTraceStoreUserPreferences,
 } from './traceStore';
 
 interface TraceStoreSyncProps {
-	availableColorByFields: string[] | undefined;
 	children: ReactNode;
 }
 
 /**
- * Bridges React-managed inputs (`availableColorByFields`, `userPreferences`
- * from AppContext, and the user-pref mutation hook) into the Zustand store.
+ * Bridges React-managed inputs (`userPreferences` from AppContext and the
+ * user-pref mutation hook) into the Zustand store. `availableColorByFields`
+ * is pushed by TraceDetailsOverview, which owns the span data.
  *
  * Renders nothing until `userPreferences` resolves so the flamegraph never
  * paints with the default colour first and then swaps to the user's
  * persisted choice. AppProvider fires the prefs query as soon as the user
  * is logged in, so this gate is usually already settled by mount time.
  */
-function TraceStoreSync({
-	availableColorByFields,
-	children,
-}: TraceStoreSyncProps): JSX.Element | null {
+function TraceStoreSync({ children }: TraceStoreSyncProps): JSX.Element | null {
 	const { userPreferences, updateUserPreferenceInContext } = useAppContext();
 	const { mutate: mutateUserPreference } = useMutation(updateUserPreferenceAPI);
 
-	useEffect(() => {
-		setTraceStoreAvailableColorByFields(availableColorByFields);
-	}, [availableColorByFields]);
-
 	useEffect(() => {
 		setTraceStoreUserPreferences(userPreferences ?? null);
 	}, [userPreferences]);

frontend/src/pages/TraceDetailsV3/stores/traceStore.ts

@@ -37,7 +37,7 @@ interface TraceStoreState {
 	availableColorByOptions: ColorByOption[];
 	previewFields: TelemetryFieldKey[];
 
-	// --- Setters used only by TraceStoreSync ---
+	// --- Setters used only by TraceStoreSync and TraceDetailsOverview ---
 	setAvailableColorByFields: (fieldNames: string[] | undefined) => void;
 	setUserPreferences: (userPreferences: UserPreference[] | null) => void;
 	setCallbacks: (callbacks: {

frontend/src/pages/TraceDetailsV3/utils/__tests__/genAi.test.ts

@@ -0,0 +1,32 @@
+import { SpanV3 } from 'types/api/trace/getTraceV3';
+
+import { AiSpanKind, getAiSpanKind, isAiSpan } from '../genAi';
+
+const spanWith = (attributes: Record<string, string | number>): SpanV3 =>
+	({ attributes, resource: {} }) as unknown as SpanV3;
+
+describe('getAiSpanKind', () => {
+	it.each<[Record<string, string | number>, AiSpanKind]>([
+		[{ 'gen_ai.request.model': 'gpt-4o' }, AiSpanKind.Llm],
+		[{ 'gen_ai.usage.input_tokens': 0 }, AiSpanKind.Llm],
+		[{ 'gen_ai.usage.reasoning.output_tokens': 12 }, AiSpanKind.Llm],
+		[{ 'gen_ai.tool.name': 'search' }, AiSpanKind.Tool],
+		[{ 'gen_ai.agent.name': 'planner' }, AiSpanKind.Agent],
+		[
+			{ 'gen_ai.tool.name': 'search', 'gen_ai.request.model': 'gpt-4o' },
+			AiSpanKind.Tool,
+		],
+		[
+			{ 'gen_ai.agent.name': 'planner', 'gen_ai.usage.input_tokens': 10 },
+			AiSpanKind.Agent,
+		],
+	])('classifies %p as %s', (attributes, kind) => {
+		expect(getAiSpanKind(spanWith(attributes))).toBe(kind);
+	});
+
+	it('returns undefined for non-AI spans and empty values', () => {
+		expect(getAiSpanKind(spanWith({ 'http.method': 'GET' }))).toBeUndefined();
+		expect(getAiSpanKind(spanWith({ 'gen_ai.tool.name': '' }))).toBeUndefined();
+		expect(isAiSpan(spanWith({}))).toBe(false);
+	});
+});

frontend/src/pages/TraceDetailsV3/utils/genAi.ts

@@ -0,0 +1,54 @@
+import { SpanV3 } from 'types/api/trace/getTraceV3';
+
+export const GEN_AI_KEYS = {
+	providerName: 'gen_ai.provider.name',
+	system: 'gen_ai.system',
+	requestModel: 'gen_ai.request.model',
+	responseModel: 'gen_ai.response.model',
+	toolName: 'gen_ai.tool.name',
+	agentName: 'gen_ai.agent.name',
+	inputTokens: 'gen_ai.usage.input_tokens',
+	outputTokens: 'gen_ai.usage.output_tokens',
+	cacheReadTokens: 'gen_ai.usage.cache_read.input_tokens',
+	cacheCreationTokens: 'gen_ai.usage.cache_creation.input_tokens',
+	reasoningTokens: 'gen_ai.usage.reasoning.output_tokens',
+	cost: 'signoz.gen_ai.usage.tokens.cost',
+} as const;
+
+export enum AiSpanKind {
+	Llm = 'llm',
+	Tool = 'tool',
+	Agent = 'agent',
+}
+
+const LLM_KEYS = [
+	GEN_AI_KEYS.requestModel,
+	GEN_AI_KEYS.inputTokens,
+	GEN_AI_KEYS.outputTokens,
+	GEN_AI_KEYS.cacheReadTokens,
+	GEN_AI_KEYS.cacheCreationTokens,
+	GEN_AI_KEYS.reasoningTokens,
+];
+
+function hasAttribute(span: SpanV3, key: string): boolean {
+	const value = span.attributes?.[key] ?? span.resource?.[key];
+	return value !== undefined && value !== null && value !== '';
+}
+
+/** Tool and agent spans may also carry model or usage keys, so they win over LLM. */
+export function getAiSpanKind(span: SpanV3): AiSpanKind | undefined {
+	if (hasAttribute(span, GEN_AI_KEYS.toolName)) {
+		return AiSpanKind.Tool;
+	}
+	if (hasAttribute(span, GEN_AI_KEYS.agentName)) {
+		return AiSpanKind.Agent;
+	}
+	if (LLM_KEYS.some((key) => hasAttribute(span, key))) {
+		return AiSpanKind.Llm;
+	}
+	return undefined;
+}
+
+export function isAiSpan(span: SpanV3): boolean {
+	return getAiSpanKind(span) !== undefined;
+}

pkg/apiserver/signozapiserver/tracedetail.go

@@ -67,23 +67,5 @@ func (provider *provider) addTraceDetailRoutes(router *mux.Router) error {
 		return err
 	}
 
-	if err := router.Handle("/api/v1/traces/{traceID}/thread", handler.New(
-		provider.authzMiddleware.ViewAccess(provider.traceDetailHandler.GetThread),
-		handler.OpenAPIDef{
-			ID:                  "GetTraceThread",
-			Tags:                []string{"tracedetail"},
-			Summary:             "Get thread view for a trace",
-			Description:         "Returns the spans carrying gen_ai input or output messages in timestamp order. Pass nextCursor as after or prevCursor as before to page, or spanId to open the page around a span.",
-			RequestQuery:        new(spantypes.QueryableThread),
-			Response:            new(spantypes.GettableTraceThread),
-			ResponseContentType: "application/json",
-			SuccessStatusCode:   http.StatusOK,
-			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},
-			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
-		},
-	)).Methods(http.MethodGet).GetError(); err != nil {
-		return err
-	}
-
 	return nil
 }

pkg/modules/tracedetail/impltracedetail/handler.go

@@ -75,25 +75,3 @@ func (h *handler) GetFlamegraph(rw http.ResponseWriter, r *http.Request) {
 
 	render.Success(rw, http.StatusOK, result)
 }
-
-func (h *handler) GetThread(rw http.ResponseWriter, r *http.Request) {
-	req := new(spantypes.QueryableThread)
-	if err := binding.Query.BindQuery(r.URL.Query(), req); err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	query, err := spantypes.NewThreadQuery(req)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	result, err := h.module.GetThread(r.Context(), mux.Vars(r)["traceID"], query)
-	if err != nil {
-		render.Error(rw, err)
-		return
-	}
-
-	render.Success(rw, http.StatusOK, result)
-}

pkg/modules/tracedetail/impltracedetail/module.go

@@ -173,49 +173,6 @@ func (m *module) getWindowedWaterfall(ctx context.Context, traceID, selectedSpan
 	), nil
 }
 
-func (m *module) GetThread(ctx context.Context, traceID string, query *spantypes.ThreadQuery) (*spantypes.GettableTraceThread, error) {
-	summary, err := m.store.GetTraceSummary(ctx, traceID)
-	if err != nil {
-		return nil, err
-	}
-
-	// One extra row per side signals a next/prev page; NewGettableTraceThread trims the response back to query.Limit.
-	page := spantypes.ThreadPage{Limit: query.Limit + 1}
-	switch {
-	case query.SpanID != "":
-		// Window centred on the span: fetch both directions, NewGettableTraceThread splits the limit.
-		anchor, err := m.store.GetThreadCursor(ctx, traceID, summary, query.SpanID)
-		if err != nil {
-			return nil, err
-		}
-		before, err := m.store.GetThreadSpans(ctx, traceID, summary, spantypes.ThreadPage{Cursor: anchor, From: spantypes.ThreadBefore, Limit: page.Limit})
-		if err != nil {
-			return nil, err
-		}
-		// ThreadAt keeps the anchor when it carries messages; otherwise the filter drops it.
-		after, err := m.store.GetThreadSpans(ctx, traceID, summary, spantypes.ThreadPage{Cursor: anchor, From: spantypes.ThreadAt, Limit: page.Limit})
-		if err != nil {
-			return nil, err
-		}
-		return spantypes.NewGettableTraceThread(traceID, query, before, after), nil
-	case query.Before != nil:
-		page.Cursor, page.From = query.Before, spantypes.ThreadBefore
-		before, err := m.store.GetThreadSpans(ctx, traceID, summary, page)
-		if err != nil {
-			return nil, err
-		}
-		return spantypes.NewGettableTraceThread(traceID, query, before, nil), nil
-	default:
-		// nil for the first page.
-		page.Cursor = query.After
-		after, err := m.store.GetThreadSpans(ctx, traceID, summary, page)
-		if err != nil {
-			return nil, err
-		}
-		return spantypes.NewGettableTraceThread(traceID, query, nil, after), nil
-	}
-}
-
 func (m *module) getFullFlamegraph(ctx context.Context, traceID string, summary *spantypes.TraceSummary, selectFields []telemetrytypes.TelemetryFieldKey) (*spantypes.GettableFlamegraphTrace, error) {
 	fullSpans, err := m.store.GetFlamegraphSpans(ctx, traceID, summary.Start, summary.End, nil)
 	if err != nil {

pkg/modules/tracedetail/impltracedetail/store.go

@@ -11,23 +11,12 @@ import (
 	"github.com/SigNoz/signoz/pkg/clickhousesql"
 	"github.com/SigNoz/signoz/pkg/errors"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
-	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
 	"github.com/SigNoz/signoz/pkg/types/spantypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
 const colServiceName = `resource_string_service$$$$name` // $ gets escaped so $$$$ converts to $$.
 
-var fullSpanColumns = []string{
-	"duration_nano", "span_id", "has_error", "kind",
-	colServiceName, "name",
-	"attributes_string", "attributes_number", "attributes_bool", "resources_string",
-	"events", "status_message", "status_code_string", "kind_string", "parent_span_id",
-	"flags", "is_remote", "trace_state", "status_code",
-	"db_name", "db_operation", "http_method", "http_url", "http_host",
-	"external_http_method", "external_http_url", "response_status_code", "links as references",
-}
-
 func buildFieldExpr(fieldKey telemetrytypes.TelemetryFieldKey) (string, error) {
 	switch fieldKey.FieldContext {
 	case telemetrytypes.FieldContextResource:
@@ -134,8 +123,16 @@ func (s *traceStore) GetTraceSpansByIDs(ctx context.Context, traceID string, sta
 		return []spantypes.StorableSpan{}, nil
 	}
 	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("DISTINCT ON (span_id) timestamp")
-	sb.SelectMore(fullSpanColumns...)
+	sb.Select(
+		"DISTINCT ON (span_id) timestamp",
+		"duration_nano", "span_id", "has_error", "kind",
+		colServiceName, "name",
+		"attributes_string", "attributes_number", "attributes_bool", "resources_string",
+		"events", "status_message", "status_code_string", "kind_string", "parent_span_id",
+		"flags", "is_remote", "trace_state", "status_code",
+		"db_name", "db_operation", "http_method", "http_url", "http_host",
+		"external_http_method", "external_http_url", "response_status_code", "links as references",
+	)
 	sb.From(fmt.Sprintf("%s.%s", spantypes.TraceDB, spantypes.TraceTable))
 	ids := make([]any, len(spanIDs))
 	for i, id := range spanIDs {
@@ -158,81 +155,6 @@ func (s *traceStore) GetTraceSpansByIDs(ctx context.Context, traceID string, sta
 	return spans, nil
 }
 
-func (s *traceStore) GetThreadSpans(ctx context.Context, traceID string, summary *spantypes.TraceSummary, page spantypes.ThreadPage) ([]spantypes.StorableSpan, error) {
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("DISTINCT ON (span_id) timestamp")
-	sb.SelectMore(fullSpanColumns...)
-	sb.SelectMore("attributes")
-	sb.From(fmt.Sprintf("%s.%s", spantypes.TraceDB, spantypes.TraceTable))
-	sb.Where(
-		sb.E("trace_id", traceID),
-		sb.GE("ts_bucket_start", summary.Start.Unix()-1800),
-		sb.LE("ts_bucket_start", summary.End.Unix()),
-		// Reads only the JSON column; spans with messages only in the legacy maps are skipped.
-		// todo(nitya): pick the column from the attribute evolution metadata.
-		sb.Or(
-			sqlbuilder.Escape(fmt.Sprintf("attributes.%s IS NOT NULL", clickhousesql.Identifier(aiobservabilitytypes.GenAIInputMessages))),
-			sqlbuilder.Escape(fmt.Sprintf("attributes.%s IS NOT NULL", clickhousesql.Identifier(aiobservabilitytypes.GenAIOutputMessages))),
-		),
-	)
-	if cursor := page.Cursor; cursor != nil {
-		// ClickHouse can't use an index for a tuple comparison, so the separate timestamp and
-		// ts_bucket_start bounds are what skip the data on the far side of the cursor.
-		key := "(toUnixTimestamp64Nano(timestamp), span_id)"
-		bucket := int64(cursor.TimeUnixNano / uint64(time.Second))
-		timestamp := fmt.Sprintf("fromUnixTimestamp64Nano(toInt64(%s))", sb.Var(cursor.TimeUnixNano))
-		tuple := sqlbuilder.Tuple(cursor.TimeUnixNano, cursor.SpanID)
-		switch page.From {
-		case spantypes.ThreadBefore:
-			sb.Where(sb.LE("ts_bucket_start", bucket), "timestamp <= "+timestamp, sb.LT(key, tuple))
-		case spantypes.ThreadAt:
-			sb.Where(sb.GE("ts_bucket_start", bucket-1800), "timestamp >= "+timestamp, sb.GE(key, tuple))
-		default:
-			sb.Where(sb.GE("ts_bucket_start", bucket-1800), "timestamp >= "+timestamp, sb.GT(key, tuple))
-		}
-	}
-	// span_id breaks timestamp ties so the order matches the cursor key; otherwise tied spans
-	// can be skipped or repeated across pages.
-	if page.From == spantypes.ThreadBefore {
-		sb.OrderByDesc("timestamp")
-		sb.OrderByDesc("span_id")
-	} else {
-		sb.OrderByAsc("timestamp")
-		sb.OrderByAsc("span_id")
-	}
-	sb.Limit(page.Limit)
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	var spans []spantypes.StorableSpan
-	if err := s.telemetryStore.ClickhouseDB().Select(ctx, &spans, query, args...); err != nil {
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "error querying thread spans")
-	}
-	return spans, nil
-}
-
-func (s *traceStore) GetThreadCursor(ctx context.Context, traceID string, summary *spantypes.TraceSummary, spanID string) (*spantypes.ThreadCursor, error) {
-	sb := sqlbuilder.NewSelectBuilder()
-	sb.Select("toUnixTimestamp64Nano(timestamp)")
-	sb.From(fmt.Sprintf("%s.%s", spantypes.TraceDB, spantypes.TraceTable))
-	sb.Where(
-		sb.E("trace_id", traceID),
-		sb.GE("ts_bucket_start", summary.Start.Unix()-1800),
-		sb.LE("ts_bucket_start", summary.End.Unix()),
-		sb.E("span_id", spanID),
-	)
-	sb.Limit(1)
-	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
-
-	var timeUnixNano int64
-	if err := s.telemetryStore.ClickhouseDB().QueryRow(ctx, query, args...).Scan(&timeUnixNano); err != nil {
-		if errors.Is(err, sql.ErrNoRows) {
-			return nil, errors.NewNotFoundf(spantypes.ErrCodeThreadSpanNotFound, "span %s not found in trace %s", spanID, traceID)
-		}
-		return nil, errors.WrapInternalf(err, errors.CodeInternal, "error querying thread span")
-	}
-	return &spantypes.ThreadCursor{TimeUnixNano: uint64(timeUnixNano), SpanID: spanID}, nil
-}
-
 func (s *traceStore) GetFlamegraphSpans(ctx context.Context, traceID string, start, end time.Time, spanIDs []string) ([]spantypes.StorableSpan, error) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(

pkg/modules/tracedetail/tracedetail.go

@@ -13,7 +13,6 @@ type Handler interface {
 	GetWaterfallV4(http.ResponseWriter, *http.Request)
 	GetTraceAggregations(http.ResponseWriter, *http.Request)
 	GetFlamegraph(http.ResponseWriter, *http.Request)
-	GetThread(http.ResponseWriter, *http.Request)
 }
 
 // Module defines the business logic for trace detail operations.
@@ -21,5 +20,4 @@ type Module interface {
 	GetWaterfallV4(ctx context.Context, traceID string, selectedSpanID string, uncollapsedSpans []string) (*spantypes.GettableWaterfallTrace, error)
 	GetTraceAggregations(ctx context.Context, traceID string, req *spantypes.PostableTraceAggregations) (*spantypes.GettableTraceAggregations, error)
 	GetFlamegraph(ctx context.Context, traceID string, selectedSpanID string, selectFields []telemetrytypes.TelemetryFieldKey) (*spantypes.GettableFlamegraphTrace, error)
-	GetThread(ctx context.Context, traceID string, query *spantypes.ThreadQuery) (*spantypes.GettableTraceThread, error)
 }

pkg/querier/consume.go

@@ -566,6 +566,24 @@ func readAsRaw(rows driver.Rows, queryName string) (*qbtypes.RawData, error) {
 	}, nil
 }
 
+// flattenJSONPaths flattens a decoded JSON document into dotted keys, overwriting existing keys in out.
+func flattenJSONPaths(prefix string, m map[string]any, out map[string]any) {
+	for k, v := range m {
+		key := k
+		if prefix != "" {
+			key = prefix + "." + k
+		}
+		switch child := v.(type) {
+		case map[string]any:
+			flattenJSONPaths(key, child, out)
+		case telemetrystoretypes.JSONValue:
+			flattenJSONPaths(key, child, out)
+		default:
+			out[key] = v
+		}
+	}
+}
+
 // mergeSpanAttributeColumns merges (attributes_string, attributes_number, attributes_bool, resources_string) into
 // unified "attributes" and "resource" keys, and parses the stringified `events`
 // and `links` columns into structured slices. Raw DB columns are removed.
@@ -580,7 +598,7 @@ func mergeSpanAttributeColumns(data map[string]any) {
 	resStr, hasRes := data["resources_string"]
 	if hasStr || hasNum || hasBool || attrJSON != nil || hasRes {
 		attributes := make(map[string]any)
-		attrJSON.FlattenInto("", attributes)
+		flattenJSONPaths("", attrJSON, attributes)
 		if m, ok := attrStr.(map[string]string); ok {
 			for k, v := range m {
 				attributes[k] = v

pkg/types/spantypes/store.go

@@ -36,8 +36,6 @@ type TraceStore interface {
 	GetMinimalSpans(ctx context.Context, traceID string, start, end time.Time) ([]MinimalSpan, error)
 	GetTraceSpansByIDs(ctx context.Context, traceID string, start, end time.Time, spanIDs []string) ([]StorableSpan, error)
 	GetFlamegraphSpans(ctx context.Context, traceID string, start, end time.Time, spanIDs []string) ([]StorableSpan, error)
-	GetThreadSpans(ctx context.Context, traceID string, summary *TraceSummary, page ThreadPage) ([]StorableSpan, error)
-	GetThreadCursor(ctx context.Context, traceID string, summary *TraceSummary, spanID string) (*ThreadCursor, error)
 
 	GetSpanCountByField(ctx context.Context, traceID string, summary *TraceSummary, fieldKey telemetrytypes.TelemetryFieldKey) (map[string]uint64, error)
 	GetSpanDurationByField(ctx context.Context, traceID string, summary *TraceSummary, fieldKey telemetrytypes.TelemetryFieldKey) (map[string]uint64, error)

pkg/types/spantypes/thread.go

@@ -1,166 +0,0 @@
-package spantypes
-
-import (
-	"encoding/base64"
-	"encoding/json"
-
-	"github.com/SigNoz/signoz/pkg/errors"
-)
-
-const (
-	threadDefaultLimit = 100
-	threadMaxLimit     = 1000
-)
-
-const (
-	ThreadAfter  ThreadFrom = iota // > cursor, ascending
-	ThreadAt                       // >= cursor, ascending
-	ThreadBefore                   // < cursor, descending
-)
-
-var (
-	ErrCodeThreadInvalidLimit  = errors.MustNewCode("trace_thread_invalid_limit")
-	ErrCodeThreadInvalidCursor = errors.MustNewCode("trace_thread_invalid_cursor")
-	ErrCodeThreadInvalidAnchor = errors.MustNewCode("trace_thread_invalid_anchor")
-	ErrCodeThreadSpanNotFound  = errors.MustNewCode("trace_thread_span_not_found")
-)
-
-type QueryableThread struct {
-	// Limit is the page size; 0 means 100.
-	Limit int `query:"limit"`
-	// After is the nextCursor of a page; returns the spans after it.
-	After string `query:"after"`
-	// Before is the prevCursor of a page; returns the spans before it.
-	Before string `query:"before"`
-	// SpanID returns the page around this span. After, Before and SpanID are exclusive.
-	SpanID string `query:"spanId"`
-}
-
-type ThreadQuery struct {
-	Limit  int
-	After  *ThreadCursor
-	Before *ThreadCursor
-	SpanID string
-}
-
-// ThreadCursor is the (TimeUnixNano, SpanID) key of a span.
-type ThreadCursor struct {
-	TimeUnixNano uint64 `json:"t"`
-	SpanID       string `json:"s"`
-}
-
-type ThreadFrom int
-
-type ThreadPage struct {
-	Cursor *ThreadCursor
-	From   ThreadFrom
-	Limit  int
-}
-
-type GettableTraceThread struct {
-	Spans      []*ThreadSpan `json:"spans" required:"true" nullable:"false"`
-	PrevCursor string        `json:"prevCursor,omitempty"`
-	NextCursor string        `json:"nextCursor,omitempty"`
-}
-
-type ThreadSpan struct {
-	WaterfallSpan
-	timeUnixNano uint64
-}
-
-func NewThreadQuery(queryable *QueryableThread) (*ThreadQuery, error) {
-	query := &ThreadQuery{Limit: queryable.Limit, SpanID: queryable.SpanID}
-	if query.Limit < 0 {
-		return nil, errors.NewInvalidInputf(ErrCodeThreadInvalidLimit, "limit cannot be negative, got %d", query.Limit)
-	}
-	if query.Limit == 0 {
-		query.Limit = threadDefaultLimit
-	}
-	if query.Limit > threadMaxLimit {
-		return nil, errors.NewInvalidInputf(ErrCodeThreadInvalidLimit, "limit cannot exceed %d, got %d", threadMaxLimit, query.Limit)
-	}
-
-	anchors := 0
-	for _, value := range []string{queryable.After, queryable.Before, queryable.SpanID} {
-		if value != "" {
-			anchors++
-		}
-	}
-	if anchors > 1 {
-		return nil, errors.NewInvalidInputf(ErrCodeThreadInvalidAnchor, "only one of after, before and spanId can be set")
-	}
-
-	var err error
-	if queryable.After != "" {
-		if query.After, err = DecodeThreadCursor(queryable.After); err != nil {
-			return nil, err
-		}
-	}
-	if queryable.Before != "" {
-		if query.Before, err = DecodeThreadCursor(queryable.Before); err != nil {
-			return nil, err
-		}
-	}
-	return query, nil
-}
-
-func DecodeThreadCursor(cursor string) (*ThreadCursor, error) {
-	data, err := base64.RawURLEncoding.DecodeString(cursor)
-	if err != nil {
-		return nil, errors.WrapInvalidInputf(err, ErrCodeThreadInvalidCursor, "invalid cursor")
-	}
-	c := new(ThreadCursor)
-	if err := json.Unmarshal(data, c); err != nil {
-		return nil, errors.WrapInvalidInputf(err, ErrCodeThreadInvalidCursor, "invalid cursor")
-	}
-	if c.SpanID == "" {
-		return nil, errors.NewInvalidInputf(ErrCodeThreadInvalidCursor, "invalid cursor: missing span id")
-	}
-	return c, nil
-}
-
-func (c ThreadCursor) Encode() string {
-	data, _ := json.Marshal(c)
-	return base64.RawURLEncoding.EncodeToString(data)
-}
-
-// NewGettableTraceThread takes up to limit+1 spans on each side of the anchor: before in
-// descending order, after in ascending order. Half the page goes to before, the rest to after,
-// and a short side gives its room to the other. An extra span on a side sets that side's cursor.
-func NewGettableTraceThread(traceID string, query *ThreadQuery, before, after []StorableSpan) *GettableTraceThread {
-	nAfter := min(len(after), query.Limit-min(len(before), query.Limit/2))
-	nBefore := min(len(before), query.Limit-nAfter)
-	hasPrev := len(before) > nBefore || query.After != nil
-	hasNext := len(after) > nAfter || query.Before != nil
-
-	spans := make([]*ThreadSpan, 0, nBefore+nAfter)
-	for i := nBefore - 1; i >= 0; i-- {
-		spans = append(spans, newThreadSpan(traceID, &before[i]))
-	}
-	for i := range nAfter {
-		spans = append(spans, newThreadSpan(traceID, &after[i]))
-	}
-
-	thread := &GettableTraceThread{Spans: spans}
-	if len(spans) == 0 {
-		return thread
-	}
-	if hasPrev {
-		thread.PrevCursor = spans[0].cursor().Encode()
-	}
-	if hasNext {
-		thread.NextCursor = spans[len(spans)-1].cursor().Encode()
-	}
-	return thread
-}
-
-func (s *ThreadSpan) cursor() ThreadCursor {
-	return ThreadCursor{TimeUnixNano: s.timeUnixNano, SpanID: s.SpanID}
-}
-
-func newThreadSpan(traceID string, storable *StorableSpan) *ThreadSpan {
-	span := &ThreadSpan{WaterfallSpan: *storable.ToWaterfallSpan(traceID), timeUnixNano: uint64(storable.StartTime.UnixNano())}
-	// client expects millis, as in the waterfall
-	span.TimeUnix = span.TimeUnix / 1_000_000
-	return span
-}

pkg/types/spantypes/thread_test.go

@@ -1,161 +0,0 @@
-package spantypes
-
-import (
-	"testing"
-	"time"
-
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/require"
-)
-
-func TestDecodeThreadCursor(t *testing.T) {
-	testCases := []struct {
-		name    string
-		cursor  string
-		want    *ThreadCursor
-		wantErr bool
-	}{
-		{name: "EncodedCursor_RoundTrips", cursor: ThreadCursor{TimeUnixNano: 1757500000123456789, SpanID: "f1fa1bc863e94dd0"}.Encode(), want: &ThreadCursor{TimeUnixNano: 1757500000123456789, SpanID: "f1fa1bc863e94dd0"}},
-		{name: "NotBase64_Rejected", cursor: "not base64!", wantErr: true},
-		{name: "NotJSON_Rejected", cursor: "bm90IGpzb24", wantErr: true},
-		{name: "MissingSpanID_Rejected", cursor: "eyJ0IjogMX0", wantErr: true},
-	}
-	for _, testCase := range testCases {
-		t.Run(testCase.name, func(t *testing.T) {
-			got, err := DecodeThreadCursor(testCase.cursor)
-			if testCase.wantErr {
-				assert.Error(t, err)
-				return
-			}
-			require.NoError(t, err)
-			assert.Equal(t, testCase.want, got)
-		})
-	}
-}
-
-func TestNewGettableTraceThread(t *testing.T) {
-	// Span "a" starts at second 1, "b" at 2, and so on.
-	startOf := func(id string) time.Time { return time.Unix(int64(id[0]-'a'+1), 0) }
-	spans := func(ids ...string) []StorableSpan {
-		out := make([]StorableSpan, len(ids))
-		for i, id := range ids {
-			out[i] = StorableSpan{SpanID: id, StartTime: startOf(id)}
-		}
-		return out
-	}
-	cursorAt := func(id string) *ThreadCursor {
-		return &ThreadCursor{TimeUnixNano: uint64(startOf(id).UnixNano()), SpanID: id}
-	}
-	cursorOf := func(id string) string { return cursorAt(id).Encode() }
-
-	testCases := []struct {
-		name  string
-		query ThreadQuery
-		// Store rows: up to limit+1 per side, beforeRows in descending order.
-		beforeRows          []StorableSpan
-		afterRows           []StorableSpan
-		wantResponseSpanIDs []string
-		wantPrevCursor      string
-		wantNextCursor      string
-	}{
-		{
-			name:                "FirstPage_ExtraRow_SetsNextOnly",
-			query:               ThreadQuery{Limit: 2},
-			afterRows:           spans("a", "b", "c"),
-			wantResponseSpanIDs: []string{"a", "b"},
-			wantNextCursor:      cursorOf("b"),
-		},
-		{
-			name:                "FirstPage_NoExtraRow_NoCursors",
-			query:               ThreadQuery{Limit: 3},
-			afterRows:           spans("a", "b"),
-			wantResponseSpanIDs: []string{"a", "b"},
-		},
-		{
-			name:                "FirstPage_Empty_NoCursors",
-			query:               ThreadQuery{Limit: 3},
-			wantResponseSpanIDs: []string{},
-		},
-		{
-			name:                "After_NoExtraRow_SetsPrevOnly",
-			query:               ThreadQuery{Limit: 2, After: cursorAt("b")},
-			afterRows:           spans("c"),
-			wantResponseSpanIDs: []string{"c"},
-			wantPrevCursor:      cursorOf("c"),
-		},
-		{
-			name:                "After_ExtraRow_SetsBoth",
-			query:               ThreadQuery{Limit: 1, After: cursorAt("b")},
-			afterRows:           spans("c", "d"),
-			wantResponseSpanIDs: []string{"c"},
-			wantPrevCursor:      cursorOf("c"),
-			wantNextCursor:      cursorOf("c"),
-		},
-		{
-			name:                "Before_NoExtraRow_ReversesAndSetsNextOnly",
-			query:               ThreadQuery{Limit: 2, Before: cursorAt("c")},
-			beforeRows:          spans("b", "a"),
-			wantResponseSpanIDs: []string{"a", "b"},
-			wantNextCursor:      cursorOf("b"),
-		},
-		{
-			name:                "Before_ExtraRow_KeepsNearestAndSetsBoth",
-			query:               ThreadQuery{Limit: 2, Before: cursorAt("d")},
-			beforeRows:          spans("c", "b", "a"),
-			wantResponseSpanIDs: []string{"b", "c"},
-			wantPrevCursor:      cursorOf("b"),
-			wantNextCursor:      cursorOf("c"),
-		},
-		{
-			name:                "SpanID_BothSidesFull_SplitsLimitInHalf",
-			query:               ThreadQuery{Limit: 4, SpanID: "d"},
-			beforeRows:          spans("c", "b", "a"),
-			afterRows:           spans("d", "e", "f"),
-			wantResponseSpanIDs: []string{"b", "c", "d", "e"},
-			wantPrevCursor:      cursorOf("b"),
-			wantNextCursor:      cursorOf("e"),
-		},
-		{
-			name:                "SpanID_NothingBefore_AfterFillsPage",
-			query:               ThreadQuery{Limit: 4, SpanID: "a"},
-			afterRows:           spans("a", "b", "c", "d"),
-			wantResponseSpanIDs: []string{"a", "b", "c", "d"},
-		},
-		{
-			name:                "SpanID_OnlyAnchorAfter_BeforeFillsPage",
-			query:               ThreadQuery{Limit: 4, SpanID: "d"},
-			beforeRows:          spans("c", "b", "a"),
-			afterRows:           spans("d"),
-			wantResponseSpanIDs: []string{"a", "b", "c", "d"},
-		},
-		{
-			name:                "SpanID_LimitOne_KeepsAnchor",
-			query:               ThreadQuery{Limit: 1, SpanID: "b"},
-			beforeRows:          spans("a"),
-			afterRows:           spans("b", "c"),
-			wantResponseSpanIDs: []string{"b"},
-			wantPrevCursor:      cursorOf("b"),
-			wantNextCursor:      cursorOf("b"),
-		},
-	}
-	for _, testCase := range testCases {
-		t.Run(testCase.name, func(t *testing.T) {
-			thread := NewGettableTraceThread("trace-1", &testCase.query, testCase.beforeRows, testCase.afterRows)
-			require.NotNil(t, thread.Spans)
-			spanIDs := make([]string, len(thread.Spans))
-			for i, span := range thread.Spans {
-				spanIDs[i] = span.SpanID
-				assert.Equal(t, "trace-1", span.TraceID)
-			}
-			assert.Equal(t, testCase.wantResponseSpanIDs, spanIDs)
-			assert.Equal(t, testCase.wantPrevCursor, thread.PrevCursor)
-			assert.Equal(t, testCase.wantNextCursor, thread.NextCursor)
-		})
-	}
-}
-
-func TestNewThreadSpan_TimeUnixInMillis(t *testing.T) {
-	span := newThreadSpan("trace-1", &StorableSpan{SpanID: "a", StartTime: time.Unix(1, 500_000_000)})
-	assert.Equal(t, uint64(1500), span.TimeUnix)
-	assert.Equal(t, ThreadCursor{TimeUnixNano: 1_500_000_000, SpanID: "a"}, span.cursor())
-}

pkg/types/spantypes/waterfall_span.go

@@ -8,7 +8,6 @@ import (
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/types/telemetrystoretypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
 
@@ -94,36 +93,35 @@ type WaterfallSpan struct {
 
 // StorableSpan is the ClickHouse scan struct for the v3 waterfall query.
 type StorableSpan struct {
-	StartTime          time.Time                     `ch:"timestamp"`
-	DurationNano       uint64                        `ch:"duration_nano"`
-	SpanID             string                        `ch:"span_id"`
-	HasError           bool                          `ch:"has_error"`
-	Kind               int8                          `ch:"kind"`
-	ServiceName        string                        `ch:"resource_string_service$$name"`
-	Name               string                        `ch:"name"`
-	AttributesString   map[string]string             `ch:"attributes_string"`
-	AttributesNumber   map[string]float64            `ch:"attributes_number"`
-	AttributesBool     map[string]bool               `ch:"attributes_bool"`
-	AttributesJSON     telemetrystoretypes.JSONValue `ch:"attributes"`
-	ResourcesString    map[string]string             `ch:"resources_string"`
-	Events             []string                      `ch:"events"`
-	StatusMessage      string                        `ch:"status_message"`
-	StatusCodeString   string                        `ch:"status_code_string"`
-	SpanKind           string                        `ch:"kind_string"`
-	ParentSpanID       string                        `ch:"parent_span_id"`
-	Flags              uint32                        `ch:"flags"`
-	IsRemote           string                        `ch:"is_remote"`
-	TraceState         string                        `ch:"trace_state"`
-	StatusCode         int16                         `ch:"status_code"`
-	DBName             string                        `ch:"db_name"`
-	DBOperation        string                        `ch:"db_operation"`
-	HTTPMethod         string                        `ch:"http_method"`
-	HTTPURL            string                        `ch:"http_url"`
-	HTTPHost           string                        `ch:"http_host"`
-	ExternalHTTPMethod string                        `ch:"external_http_method"`
-	ExternalHTTPURL    string                        `ch:"external_http_url"`
-	ResponseStatusCode string                        `ch:"response_status_code"`
-	References         string                        `ch:"references"`
+	StartTime          time.Time          `ch:"timestamp"`
+	DurationNano       uint64             `ch:"duration_nano"`
+	SpanID             string             `ch:"span_id"`
+	HasError           bool               `ch:"has_error"`
+	Kind               int8               `ch:"kind"`
+	ServiceName        string             `ch:"resource_string_service$$name"`
+	Name               string             `ch:"name"`
+	AttributesString   map[string]string  `ch:"attributes_string"`
+	AttributesNumber   map[string]float64 `ch:"attributes_number"`
+	AttributesBool     map[string]bool    `ch:"attributes_bool"`
+	ResourcesString    map[string]string  `ch:"resources_string"`
+	Events             []string           `ch:"events"`
+	StatusMessage      string             `ch:"status_message"`
+	StatusCodeString   string             `ch:"status_code_string"`
+	SpanKind           string             `ch:"kind_string"`
+	ParentSpanID       string             `ch:"parent_span_id"`
+	Flags              uint32             `ch:"flags"`
+	IsRemote           string             `ch:"is_remote"`
+	TraceState         string             `ch:"trace_state"`
+	StatusCode         int16              `ch:"status_code"`
+	DBName             string             `ch:"db_name"`
+	DBOperation        string             `ch:"db_operation"`
+	HTTPMethod         string             `ch:"http_method"`
+	HTTPURL            string             `ch:"http_url"`
+	HTTPHost           string             `ch:"http_host"`
+	ExternalHTTPMethod string             `ch:"external_http_method"`
+	ExternalHTTPURL    string             `ch:"external_http_url"`
+	ResponseStatusCode string             `ch:"response_status_code"`
+	References         string             `ch:"references"`
 }
 
 // MinimalSpan with only the fields needed to build the parent-child tree.
@@ -279,11 +277,8 @@ func (item *StorableSpan) AttributeValue(name string) any {
 	return nil
 }
 
-// Attributes merges the JSON column (selected only by the thread query) with the legacy maps;
-// JSON is flattened first, so the legacy maps win on collision.
 func (item *StorableSpan) Attributes() map[string]any {
-	attributes := make(map[string]any, len(item.AttributesString)+len(item.AttributesNumber)+len(item.AttributesBool)+len(item.AttributesJSON))
-	item.AttributesJSON.FlattenInto("", attributes)
+	attributes := make(map[string]any, len(item.AttributesString)+len(item.AttributesNumber)+len(item.AttributesBool))
 	for k, v := range item.AttributesString {
 		attributes[k] = v
 	}

pkg/types/spantypes/waterfall_span_test.go

@@ -1,59 +0,0 @@
-package spantypes
-
-import (
-	"testing"
-
-	"github.com/SigNoz/signoz/pkg/types/telemetrystoretypes"
-	"github.com/stretchr/testify/assert"
-)
-
-func TestStorableSpanAttributes(t *testing.T) {
-	testCases := []struct {
-		name      string
-		span      StorableSpan
-		wantAttrs map[string]any
-	}{
-		{
-			name: "LegacyMapOnly_Kept",
-			span: StorableSpan{AttributesString: map[string]string{
-				"gen_ai.input.messages":  `[{"role":"user","parts":[{"type":"text","content":"hi"}]}]`,
-				"gen_ai.output.messages": `[{"role":"assistant","parts":[{"type":"text","content":"hello"}],"finish_reason":"stop"}]`,
-			}},
-			wantAttrs: map[string]any{
-				"gen_ai.input.messages":  `[{"role":"user","parts":[{"type":"text","content":"hi"}]}]`,
-				"gen_ai.output.messages": `[{"role":"assistant","parts":[{"type":"text","content":"hello"}],"finish_reason":"stop"}]`,
-			},
-		},
-		{
-			name: "JSONColumn_FlattenedToDottedKeys",
-			span: StorableSpan{AttributesJSON: telemetrystoretypes.JSONValue{
-				"gen_ai": map[string]any{
-					"input":   map[string]any{"messages": `[{"role":"user","content":"hi"}]`},
-					"request": map[string]any{"model": "gpt-4o"},
-				},
-			}},
-			wantAttrs: map[string]any{
-				"gen_ai.input.messages": `[{"role":"user","content":"hi"}]`,
-				"gen_ai.request.model":  "gpt-4o",
-			},
-		},
-		{
-			name: "LegacyMapWinsOverJSONColumn",
-			span: StorableSpan{
-				AttributesJSON:   telemetrystoretypes.JSONValue{"gen_ai": map[string]any{"request": map[string]any{"model": "json"}}},
-				AttributesString: map[string]string{"gen_ai.request.model": "map"},
-			},
-			wantAttrs: map[string]any{"gen_ai.request.model": "map"},
-		},
-		{
-			name:      "NoMessages_AttributesKept",
-			span:      StorableSpan{AttributesString: map[string]string{"http.method": "GET"}},
-			wantAttrs: map[string]any{"http.method": "GET"},
-		},
-	}
-	for _, testCase := range testCases {
-		t.Run(testCase.name, func(t *testing.T) {
-			assert.Equal(t, testCase.wantAttrs, testCase.span.Attributes())
-		})
-	}
-}

pkg/types/telemetrystoretypes/json.go

@@ -35,21 +35,3 @@ func (v *JSONValue) Scan(src any) error {
 	*v = decoded
 	return nil
 }
-
-// FlattenInto writes v into out under dotted keys, overwriting existing keys.
-func (v JSONValue) FlattenInto(prefix string, out map[string]any) {
-	for k, value := range v {
-		key := k
-		if prefix != "" {
-			key = prefix + "." + k
-		}
-		switch child := value.(type) {
-		case map[string]any:
-			JSONValue(child).FlattenInto(key, out)
-		case JSONValue:
-			child.FlattenInto(key, out)
-		default:
-			out[key] = value
-		}
-	}
-}

scripts/promqltestcorpus/go.mod

@@ -76,18 +76,18 @@ require (
 	go.uber.org/atomic v1.11.0 // indirect
 	go.uber.org/goleak v1.3.0 // indirect
 	go.yaml.in/yaml/v2 v2.4.4 // indirect
-	golang.org/x/crypto v0.52.0 // indirect
+	golang.org/x/crypto v0.55.0 // indirect
 	golang.org/x/exp v0.0.0-20260218203240-3dfff04db8fa // indirect
-	golang.org/x/net v0.55.0 // indirect
+	golang.org/x/net v0.58.0 // indirect
 	golang.org/x/oauth2 v0.36.0 // indirect
-	golang.org/x/sync v0.20.0 // indirect
-	golang.org/x/sys v0.45.0 // indirect
-	golang.org/x/term v0.43.0 // indirect
-	golang.org/x/text v0.37.0 // indirect
+	golang.org/x/sync v0.22.0 // indirect
+	golang.org/x/sys v0.47.0 // indirect
+	golang.org/x/term v0.45.0 // indirect
+	golang.org/x/text v0.41.0 // indirect
 	golang.org/x/time v0.15.0 // indirect
 	google.golang.org/api v0.272.0 // indirect
 	google.golang.org/genproto/googleapis/rpc v0.0.0-20260526163538-3dc84a4a5aaa // indirect
-	google.golang.org/grpc v1.83.1 // indirect
+	google.golang.org/grpc v1.83.2 // indirect
 	google.golang.org/protobuf v1.36.11 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect

scripts/promqltestcorpus/go.sum

@@ -377,29 +377,29 @@ go.yaml.in/yaml/v2 v2.4.4 h1:tuyd0P+2Ont/d6e2rl3be67goVK4R6deVxCUX5vyPaQ=
 go.yaml.in/yaml/v2 v2.4.4/go.mod h1:gMZqIpDtDqOfM0uNfy0SkpRhvUryYH0Z6wdMYcacYXQ=
 go.yaml.in/yaml/v3 v3.0.4 h1:tfq32ie2Jv2UxXFdLJdh3jXuOzWiL1fo0bu/FbuKpbc=
 go.yaml.in/yaml/v3 v3.0.4/go.mod h1:DhzuOOF2ATzADvBadXxruRBLzYTpT36CKvDb3+aBEFg=
-golang.org/x/crypto v0.52.0 h1:RMs7fP2rXdep0CftQlK8Uf+kibLm7qkCcradZWYz988=
-golang.org/x/crypto v0.52.0/go.mod h1:1QgfPxDqh0T2M/elOJtp9RvuR95kVjir0e6/BvEmGbc=
+golang.org/x/crypto v0.55.0 h1:+KWHjbgOaAQ66dh/YlkZKHlz9ZUlq61AFirAR9ntP8M=
+golang.org/x/crypto v0.55.0/go.mod h1:uq0V9dE/fzQuJtbnL+2EhWOE63vo164FY8xqEnV9xis=
 golang.org/x/exp v0.0.0-20260218203240-3dfff04db8fa h1:Zt3DZoOFFYkKhDT3v7Lm9FDMEV06GpzjG2jrqW+QTE0=
 golang.org/x/exp v0.0.0-20260218203240-3dfff04db8fa/go.mod h1:K79w1Vqn7PoiZn+TkNpx3BUWUQksGO3JcVX6qIjytmA=
-golang.org/x/mod v0.35.0 h1:Ww1D637e6Pg+Zb2KrWfHQUnH2dQRLBQyAtpr/haaJeM=
-golang.org/x/mod v0.35.0/go.mod h1:+GwiRhIInF8wPm+4AoT6L0FA1QWAad3OMdTRx4tFYlU=
-golang.org/x/net v0.55.0 h1:bcvxaJn3e1U6InsFWt1JUq1aSjnRxLzT2rtD2KfkDF8=
-golang.org/x/net v0.55.0/go.mod h1:L5U2KuzuOe1lY7Z+aWVIKK6qEeJXnXV9yzGA+WCHJww=
+golang.org/x/mod v0.38.0 h1:MECBjubtXD7yj4HrhIUcywNaGeNVUdfVnxmPajOk4yk=
+golang.org/x/mod v0.38.0/go.mod h1:V6Xz0pq8TQ3dGqVQ1FVHuelZpAL0uNhSkk9ogYP3c40=
+golang.org/x/net v0.58.0 h1:ynWG7rqYi4ccpTEuPZ2QGWHktVEM9DMCj9yzDE0Q7To=
+golang.org/x/net v0.58.0/go.mod h1:YwCddHnFlT7eLQqVprV19OnhLGtc5xOKgE0RyqgfWAU=
 golang.org/x/oauth2 v0.36.0 h1:peZ/1z27fi9hUOFCAZaHyrpWG5lwe0RJEEEeH0ThlIs=
 golang.org/x/oauth2 v0.36.0/go.mod h1:YDBUJMTkDnJS+A4BP4eZBjCqtokkg1hODuPjwiGPO7Q=
-golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
-golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
+golang.org/x/sync v0.22.0 h1:SZjpbeLmrCk4xhRSZFNZW5gFUeCeFgjekvI/+gfScek=
+golang.org/x/sync v0.22.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
 golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.45.0 h1:dO4czNzziLiiXplLQgBCEpCvXQ3dnkn0SdaZSYdQ+FY=
-golang.org/x/sys v0.45.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
-golang.org/x/term v0.43.0 h1:S4RLU2sB31O/NCl+zFN9Aru9A/Cq2aqKpTZJ6B+DwT4=
-golang.org/x/term v0.43.0/go.mod h1:lrhlHNdQJHO+1qVYiHfFKVuVioJIheAc3fBSMFYEIsk=
-golang.org/x/text v0.37.0 h1:Cqjiwd9eSg8e0QAkyCaQTNHFIIzWtidPahFWR83rTrc=
-golang.org/x/text v0.37.0/go.mod h1:a5sjxXGs9hsn/AJVwuElvCAo9v8QYLzvavO5z2PiM38=
+golang.org/x/sys v0.47.0 h1:o7XGOvZQCADBQQ4Y7VNq2dRWQR7JmOUW8Kxx4ZsNgWs=
+golang.org/x/sys v0.47.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
+golang.org/x/term v0.45.0 h1:NwWyBmoJCbfTHpxrWoZ9C6/VxOf7ic219I8xZZFdrf0=
+golang.org/x/term v0.45.0/go.mod h1:9aqxs0blBcrm/n0L9QW0aRVD+ktan8ssZromtqJC43w=
+golang.org/x/text v0.41.0 h1:vz/seA0lnX87Othu2f/0L24RcgrXD9/YFTSuGjj3rH8=
+golang.org/x/text v0.41.0/go.mod h1:jvf1O8ajNzZqhSrQBPbutR/EB83Cc0CFrezNQIwbb5M=
 golang.org/x/time v0.15.0 h1:bbrp8t3bGUeFOx08pvsMYRTCVSMk89u4tKbNOZbp88U=
 golang.org/x/time v0.15.0/go.mod h1:Y4YMaQmXwGQZoFaVFk4YpCt4FLQMYKZe9oeV/f4MSno=
-golang.org/x/tools v0.44.0 h1:UP4ajHPIcuMjT1GqzDWRlalUEoY+uzoZKnhOjbIPD2c=
-golang.org/x/tools v0.44.0/go.mod h1:KA0AfVErSdxRZIsOVipbv3rQhVXTnlU6UhKxHd1seDI=
+golang.org/x/tools v0.48.0 h1:3+hClM1aLL5mjMKm5ovokw9epgRXPuu2tILgismM6RE=
+golang.org/x/tools v0.48.0/go.mod h1:08xX0orndb/F7jJxGDicx061tyd5pcMto75YMAXr6lk=
 gonum.org/v1/gonum v0.17.0 h1:VbpOemQlsSMrYmn7T2OUvQ4dqxQXU+ouZFQsZOx50z4=
 gonum.org/v1/gonum v0.17.0/go.mod h1:El3tOrEuMpv2UdMrbNlKEh9vd86bmQ6vqIcDwxEOc1E=
 google.golang.org/api v0.272.0 h1:eLUQZGnAS3OHn31URRf9sAmRk3w2JjMx37d2k8AjJmA=
@@ -409,8 +409,8 @@ google.golang.org/genproto/googleapis/api v0.0.0-20260526163538-3dc84a4a5aaa h1:
 google.golang.org/genproto/googleapis/api v0.0.0-20260526163538-3dc84a4a5aaa/go.mod h1:q4lMZS6kskjT5HvCPrnnypcDPVJqT/f4nfxmkE7gryY=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20260526163538-3dc84a4a5aaa h1:mZHHdPZl0dbGHCflZgAq/Q468DWVFcU2whhB2KAo8fk=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20260526163538-3dc84a4a5aaa/go.mod h1:4Hqkh8ycfw05ld/3BWL7rJOSfebL2Q+DVDeRgYgxUU8=
-google.golang.org/grpc v1.83.1 h1:HIO0+BEtBP6soyqvqC8sNUjZ7bTs+0hFQuFF+RAy++Y=
-google.golang.org/grpc v1.83.1/go.mod h1:kDyl6SKsiHKt0uylY5gtn5cEjkrIOhQOGDgIc4JGwzQ=
+google.golang.org/grpc v1.83.2 h1:EManeRomTObA0BU7I8vXgg/78uE5MJ9M8B39EX2WscU=
+google.golang.org/grpc v1.83.2/go.mod h1:YPI1hK3kDked6iHvgX3tR0y+nX/qpMFKhPgFsokw1S8=
 google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
 google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=

tests/integration/tests/tracedetail/01_thread.py

@@ -1,275 +0,0 @@
-import base64
-import json
-from collections.abc import Callable
-from datetime import UTC, datetime, timedelta
-from http import HTTPStatus
-
-import requests
-
-from fixtures import types
-from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
-from fixtures.traces import TraceIdGenerator, Traces, TracesKind
-
-
-def test_thread_returns_message_spans_in_order(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[list[Traces]], None],
-) -> None:
-    now = datetime.now(tz=UTC).replace(microsecond=0)
-    trace_id = TraceIdGenerator.trace_id()
-    root_id, first_llm_id, tool_id, second_llm_id, third_llm_id = (TraceIdGenerator.span_id() for _ in range(5))
-    resources = {"service.name": "tracedetail-thread"}
-    first_input = json.dumps([{"role": "user", "parts": [{"type": "text", "content": "weather in Bangalore?"}]}])
-    first_output = json.dumps([{"role": "assistant", "parts": [{"type": "tool_call", "id": "call_1", "name": "get_weather", "arguments": {"city": "Bangalore"}}], "finish_reason": "tool_call"}])
-    second_input = json.dumps([{"role": "tool", "content": "sunny", "tool_call_id": "call_1"}])
-
-    insert_traces(
-        [
-            Traces(timestamp=now - timedelta(seconds=10), duration=timedelta(seconds=9), trace_id=trace_id, span_id=root_id, name="POST /chat", kind=TracesKind.SPAN_KIND_SERVER, resources=resources, attribute_write_mode="json_only"),
-            Traces(
-                timestamp=now - timedelta(seconds=8), trace_id=trace_id, span_id=first_llm_id, parent_span_id=root_id, name="chat gpt-4o", resources=resources, attributes={"gen_ai.request.model": "gpt-4o", "gen_ai.input.messages": first_input, "gen_ai.output.messages": first_output}, attribute_write_mode="json_only"
-            ),
-            Traces(timestamp=now - timedelta(seconds=6), trace_id=trace_id, span_id=tool_id, parent_span_id=root_id, name="execute_tool get_weather", resources=resources, attributes={"gen_ai.tool.name": "get_weather"}, attribute_write_mode="json_only"),
-            Traces(timestamp=now - timedelta(seconds=4), trace_id=trace_id, span_id=second_llm_id, parent_span_id=root_id, name="chat gpt-4o", resources=resources, attributes={"gen_ai.request.model": "gpt-4o", "gen_ai.input.messages": second_input}, attribute_write_mode="json_only"),
-            Traces(timestamp=now - timedelta(seconds=2), trace_id=trace_id, span_id=third_llm_id, parent_span_id=root_id, name="chat gpt-4o", resources=resources, attributes={"gen_ai.request.model": "gpt-4o", "gen_ai.output.messages": "It is sunny in Bangalore."}, attribute_write_mode="json_only"),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    response = requests.get(signoz.self.host_configs["8080"].get(f"/api/v1/traces/{trace_id}/thread"), headers={"Authorization": f"Bearer {token}"}, timeout=10)
-    assert response.status_code == HTTPStatus.OK, response.text
-
-    thread = response.json()["data"]
-    assert [span["span_id"] for span in thread["spans"]] == [first_llm_id, second_llm_id, third_llm_id]
-    assert "nextCursor" not in thread
-
-    first, input_only, output_only = thread["spans"]
-    assert first["time_unix"] == int((now - timedelta(seconds=8)).timestamp() * 1000)
-    assert first["attributes"]["gen_ai.input.messages"] == first_input
-    assert first["attributes"]["gen_ai.request.model"] == "gpt-4o"
-    assert first["attributes"]["gen_ai.output.messages"] == first_output
-    assert input_only["attributes"]["gen_ai.input.messages"] == second_input
-    assert "gen_ai.output.messages" not in input_only["attributes"]
-    assert "gen_ai.input.messages" not in output_only["attributes"]
-    assert output_only["attributes"]["gen_ai.output.messages"] == "It is sunny in Bangalore."
-
-
-def test_thread_paginates_with_cursors(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[list[Traces]], None],
-) -> None:
-    now = datetime.now(tz=UTC).replace(microsecond=0)
-    trace_id = TraceIdGenerator.trace_id()
-    span_ids = [TraceIdGenerator.span_id() for _ in range(3)]
-    # identical timestamps on the last two exercise the span_id tie-break
-    timestamps = [now - timedelta(seconds=6), now - timedelta(seconds=3), now - timedelta(seconds=3)]
-    insert_traces(
-        [
-            Traces(timestamp=timestamp, trace_id=trace_id, span_id=span_id, name="chat gpt-4o", resources={"service.name": "tracedetail-thread-pages"}, attributes={"gen_ai.input.messages": json.dumps([{"role": "user", "content": span_id}])}, attribute_write_mode="json_only")
-            for span_id, timestamp in zip(span_ids, timestamps, strict=True)
-        ]
-    )
-    expected_order = [span_ids[0], *sorted(span_ids[1:])]
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    url = signoz.self.host_configs["8080"].get(f"/api/v1/traces/{trace_id}/thread")
-    headers = {"Authorization": f"Bearer {token}"}
-
-    def get_page(params: dict) -> dict:
-        response = requests.get(url, params=params, headers=headers, timeout=10)
-        assert response.status_code == HTTPStatus.OK, f"{params}: {response.text}"
-        return response.json()["data"]
-
-    first = get_page({"limit": 2})
-    assert [span["span_id"] for span in first["spans"]] == expected_order[:2]
-    assert "prevCursor" not in first
-    assert first["nextCursor"]
-
-    last = get_page({"limit": 2, "after": first["nextCursor"]})
-    assert [span["span_id"] for span in last["spans"]] == expected_order[2:]
-    assert last["prevCursor"]
-    assert "nextCursor" not in last
-
-    previous = get_page({"limit": 2, "before": last["prevCursor"]})
-    assert [span["span_id"] for span in previous["spans"]] == expected_order[:2]
-    assert "prevCursor" not in previous
-    assert previous["nextCursor"] == first["nextCursor"]
-
-    middle = get_page({"limit": 1, "before": last["prevCursor"]})
-    assert [span["span_id"] for span in middle["spans"]] == expected_order[1:2]
-    assert middle["prevCursor"]
-    assert middle["nextCursor"]
-
-    start = get_page({"limit": 2, "before": middle["prevCursor"]})
-    assert [span["span_id"] for span in start["spans"]] == expected_order[:1]
-    assert "prevCursor" not in start
-
-
-def test_thread_paginates_across_buckets(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[list[Traces]], None],
-) -> None:
-    now = datetime.now(tz=UTC).replace(microsecond=0)
-    bucket = now.replace(minute=0 if now.minute < 30 else 30, second=0)
-    trace_id = TraceIdGenerator.trace_id()
-    # neighbours within one 30-minute ts_bucket_start and across bucket boundaries
-    timestamps = [
-        bucket - timedelta(minutes=59, seconds=59),
-        bucket - timedelta(minutes=30, seconds=1),
-        bucket - timedelta(minutes=30),
-        bucket - timedelta(seconds=1),
-        bucket,
-    ]
-    span_ids = [TraceIdGenerator.span_id() for _ in timestamps]
-    insert_traces(
-        [
-            Traces(timestamp=timestamp, trace_id=trace_id, span_id=span_id, name="chat gpt-4o", resources={"service.name": "tracedetail-thread-buckets"}, attributes={"gen_ai.input.messages": json.dumps([{"role": "user", "content": span_id}])}, attribute_write_mode="json_only")
-            for span_id, timestamp in zip(span_ids, timestamps, strict=True)
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    url = signoz.self.host_configs["8080"].get(f"/api/v1/traces/{trace_id}/thread")
-    headers = {"Authorization": f"Bearer {token}"}
-
-    def get_page(params: dict) -> dict:
-        response = requests.get(url, params=params, headers=headers, timeout=10)
-        assert response.status_code == HTTPStatus.OK, f"{params}: {response.text}"
-        return response.json()["data"]
-
-    page = get_page({"limit": 1})
-    forward = [span["span_id"] for span in page["spans"]]
-    while "nextCursor" in page:
-        page = get_page({"limit": 1, "after": page["nextCursor"]})
-        forward += [span["span_id"] for span in page["spans"]]
-    assert forward == span_ids
-
-    backward = [span["span_id"] for span in page["spans"]]
-    while "prevCursor" in page:
-        page = get_page({"limit": 1, "before": page["prevCursor"]})
-        backward = [span["span_id"] for span in page["spans"]] + backward
-    assert backward == span_ids
-
-    for index in range(1, len(span_ids)):
-        around = get_page({"limit": 2, "spanId": span_ids[index]})
-        assert [span["span_id"] for span in around["spans"]] == span_ids[index - 1 : index + 1], index
-
-
-def test_thread_opens_around_span(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[list[Traces]], None],
-) -> None:
-    now = datetime.now(tz=UTC).replace(microsecond=0)
-    trace_id = TraceIdGenerator.trace_id()
-    resources = {"service.name": "tracedetail-thread-anchor"}
-    root_id = TraceIdGenerator.span_id()
-    llm_ids = [TraceIdGenerator.span_id() for _ in range(5)]
-    tool_id = TraceIdGenerator.span_id()
-    # tool span sits between the third and fourth llm spans
-    insert_traces(
-        [
-            Traces(timestamp=now - timedelta(seconds=20), duration=timedelta(seconds=19), trace_id=trace_id, span_id=root_id, name="POST /chat", kind=TracesKind.SPAN_KIND_SERVER, resources=resources, attribute_write_mode="json_only"),
-            *(
-                Traces(timestamp=now - timedelta(seconds=18 - 3 * i), trace_id=trace_id, span_id=span_id, parent_span_id=root_id, name="chat gpt-4o", resources=resources, attributes={"gen_ai.input.messages": json.dumps([{"role": "user", "content": span_id}])}, attribute_write_mode="json_only")
-                for i, span_id in enumerate(llm_ids)
-            ),
-            Traces(timestamp=now - timedelta(seconds=11), trace_id=trace_id, span_id=tool_id, parent_span_id=root_id, name="execute_tool get_weather", resources=resources, attributes={"gen_ai.tool.name": "get_weather"}, attribute_write_mode="json_only"),
-        ]
-    )
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    url = signoz.self.host_configs["8080"].get(f"/api/v1/traces/{trace_id}/thread")
-    headers = {"Authorization": f"Bearer {token}"}
-
-    def get_page(params: dict) -> dict:
-        response = requests.get(url, params=params, headers=headers, timeout=10)
-        assert response.status_code == HTTPStatus.OK, f"{params}: {response.text}"
-        return response.json()["data"]
-
-    # span with messages: included with its neighbours
-    around = get_page({"limit": 3, "spanId": llm_ids[2]})
-    assert [span["span_id"] for span in around["spans"]] == llm_ids[1:4]
-    assert around["prevCursor"]
-    assert around["nextCursor"]
-    assert [span["span_id"] for span in get_page({"limit": 3, "before": around["prevCursor"]})["spans"]] == llm_ids[:1]
-    assert [span["span_id"] for span in get_page({"limit": 3, "after": around["nextCursor"]})["spans"]] == llm_ids[4:]
-
-    # span without messages: only its neighbours
-    around_tool = get_page({"limit": 2, "spanId": tool_id})
-    assert [span["span_id"] for span in around_tool["spans"]] == llm_ids[2:4]
-    assert around_tool["prevCursor"]
-    assert around_tool["nextCursor"]
-
-    # near the start, the short side gives its room to the other
-    at_start = get_page({"limit": 3, "spanId": llm_ids[0]})
-    assert [span["span_id"] for span in at_start["spans"]] == llm_ids[:3]
-    assert "prevCursor" not in at_start
-    assert at_start["nextCursor"]
-
-    # near the end
-    at_end = get_page({"limit": 3, "spanId": llm_ids[4]})
-    assert [span["span_id"] for span in at_end["spans"]] == llm_ids[2:]
-    assert at_end["prevCursor"]
-    assert "nextCursor" not in at_end
-
-    # page covers the whole thread
-    whole = get_page({"limit": 10, "spanId": root_id})
-    assert [span["span_id"] for span in whole["spans"]] == llm_ids
-    assert "prevCursor" not in whole
-    assert "nextCursor" not in whole
-
-    missing = requests.get(url, params={"spanId": TraceIdGenerator.span_id()}, headers=headers, timeout=10)
-    assert missing.status_code == HTTPStatus.NOT_FOUND, missing.text
-
-
-def test_thread_without_messages_is_empty(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[list[Traces]], None],
-) -> None:
-    trace_id = TraceIdGenerator.trace_id()
-    insert_traces([Traces(timestamp=datetime.now(tz=UTC) - timedelta(seconds=5), trace_id=trace_id, span_id=TraceIdGenerator.span_id(), name="GET /health", resources={"service.name": "tracedetail-thread-empty"}, attribute_write_mode="json_only")])
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    response = requests.get(signoz.self.host_configs["8080"].get(f"/api/v1/traces/{trace_id}/thread"), headers={"Authorization": f"Bearer {token}"}, timeout=10)
-    assert response.status_code == HTTPStatus.OK, response.text
-    assert response.json()["data"] == {"spans": []}
-
-
-def test_thread_rejects_invalid_requests(
-    signoz: types.SigNoz,
-    create_user_admin: None,  # pylint: disable=unused-argument
-    get_token: Callable[[str, str], str],
-    insert_traces: Callable[[list[Traces]], None],
-) -> None:
-    trace_id = TraceIdGenerator.trace_id()
-    insert_traces([Traces(timestamp=datetime.now(tz=UTC) - timedelta(seconds=5), trace_id=trace_id, span_id=TraceIdGenerator.span_id(), name="chat gpt-4o", resources={"service.name": "tracedetail-thread-invalid"}, attributes={"gen_ai.input.messages": "hi"}, attribute_write_mode="json_only")])
-
-    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
-    headers = {"Authorization": f"Bearer {token}"}
-    url = signoz.self.host_configs["8080"].get(f"/api/v1/traces/{trace_id}/thread")
-
-    cursor = base64.urlsafe_b64encode(json.dumps({"t": 1, "s": "f1fa1bc863e94dd0"}).encode()).decode().rstrip("=")
-    for params in (
-        {"limit": -1},
-        {"limit": 1001},
-        {"after": "not-a-cursor"},
-        {"before": "not-a-cursor"},
-        {"after": cursor, "before": cursor},
-        {"after": cursor, "spanId": "f1fa1bc863e94dd0"},
-        {"before": cursor, "spanId": "f1fa1bc863e94dd0"},
-    ):
-        response = requests.get(url, params=params, headers=headers, timeout=10)
-        assert response.status_code == HTTPStatus.BAD_REQUEST, f"{params}: {response.text}"
-
-    missing = requests.get(signoz.self.host_configs["8080"].get(f"/api/v1/traces/{TraceIdGenerator.trace_id()}/thread"), headers=headers, timeout=10)
-    assert missing.status_code == HTTPStatus.NOT_FOUND, missing.text