refactor(googlechat): fold types.go into googlechat.go

Other notifier packages (slack, msteamsv2, pagerduty, etc.) keep types
and logic in a single file. Match that convention instead of a separate
types.go.

cmd/authz.go

@@ -93,9 +93,13 @@ func runGenerateAuthz(_ context.Context) error {
 	registry := coretypes.NewRegistry()
 
 	allowedResources := map[string]bool{
-		coretypes.NewResourceRef(coretypes.ResourceServiceAccount).String():           true,
-		coretypes.NewResourceRef(coretypes.ResourceRole).String():                     true,
-		coretypes.NewResourceRef(coretypes.ResourceMetaResourceFactorAPIKey).String(): true,
+		coretypes.NewResourceRef(coretypes.ResourceServiceAccount).String():                true,
+		coretypes.NewResourceRef(coretypes.ResourceRole).String():                          true,
+		coretypes.NewResourceRef(coretypes.ResourceMetaResourceFactorAPIKey).String():      true,
+		coretypes.NewResourceRef(coretypes.ResourceTelemetryResourceLogs).String():         true,
+		coretypes.NewResourceRef(coretypes.ResourceTelemetryResourceTraces).String():       true,
+		coretypes.NewResourceRef(coretypes.ResourceTelemetryResourceMetrics).String():      true,
+		coretypes.NewResourceRef(coretypes.ResourceTelemetryResourceMeterMetrics).String(): true,
 	}
 
 	allowedTypes := map[string]bool{}

cmd/enterprise/meter.go

@@ -2,9 +2,9 @@ package main
 
 import (
 	"github.com/SigNoz/signoz/pkg/metercollector"
-	"github.com/SigNoz/signoz/pkg/telemetrylogs"
-	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
-	"github.com/SigNoz/signoz/pkg/telemetrytraces"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/logstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/tracestelemetryschema"
 	"github.com/SigNoz/signoz/pkg/types/retentiontypes"
 	"github.com/SigNoz/signoz/pkg/types/zeustypes"
 )
@@ -25,8 +25,8 @@ var meterConfigs = []metercollector.Config{
 			Name:                 zeustypes.MeterLogSize,
 			Unit:                 zeustypes.MeterUnitBytes,
 			Aggregation:          zeustypes.MeterAggregationSum,
-			DBName:               telemetrylogs.DBName,
-			TableName:            telemetrylogs.LogsV2LocalTableName,
+			DBName:               logstelemetryschema.DBName,
+			TableName:            logstelemetryschema.LogsV2LocalTableName,
 			DefaultRetentionDays: retentiontypes.DefaultLogsRetentionDays,
 		},
 	},
@@ -36,8 +36,8 @@ var meterConfigs = []metercollector.Config{
 			Name:                 zeustypes.MeterSpanSize,
 			Unit:                 zeustypes.MeterUnitBytes,
 			Aggregation:          zeustypes.MeterAggregationSum,
-			DBName:               telemetrytraces.DBName,
-			TableName:            telemetrytraces.SpanIndexV3LocalTableName,
+			DBName:               tracestelemetryschema.DBName,
+			TableName:            tracestelemetryschema.SpanIndexV3LocalTableName,
 			DefaultRetentionDays: retentiontypes.DefaultTracesRetentionDays,
 		},
 	},
@@ -47,8 +47,8 @@ var meterConfigs = []metercollector.Config{
 			Name:                 zeustypes.MeterDatapointCount,
 			Unit:                 zeustypes.MeterUnitCount,
 			Aggregation:          zeustypes.MeterAggregationSum,
-			DBName:               telemetrymetrics.DBName,
-			TableName:            telemetrymetrics.SamplesV4LocalTableName,
+			DBName:               metricstelemetryschema.DBName,
+			TableName:            metricstelemetryschema.SamplesV4LocalTableName,
 			DefaultRetentionDays: retentiontypes.DefaultMetricsRetentionDays,
 		},
 	},

docs/api/openapi.yml

@@ -1496,6 +1496,9 @@ components:
       - redis
       - cloudsql_postgres
       - memorystore_redis
+      - computeengine
+      - gke
+      - cloudstorage
       type: string
     CloudintegrationtypesServiceMetadata:
       properties:

ee/metercollector/telemetrymetercollector/provider.go

@@ -16,7 +16,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/metercollector"
 	"github.com/SigNoz/signoz/pkg/modules/retention"
-	"github.com/SigNoz/signoz/pkg/telemetrymeter"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/metertelemetryschema"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/licensetypes"
 	"github.com/SigNoz/signoz/pkg/types/retentiontypes"
@@ -153,7 +153,7 @@ func (provider *Provider) Collect(
 func buildOriginQuery(meterName string) (string, []any) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("toInt64(ifNull(min(unix_milli), 0))")
-	sb.From(telemetrymeter.DBName + "." + telemetrymeter.SamplesTableName)
+	sb.From(metertelemetryschema.DBName + "." + metertelemetryschema.SamplesTableName)
 	sb.Where(sb.Equal("metric_name", meterName))
 	return sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 }
@@ -171,7 +171,7 @@ func buildQuery(meterName string, segment *retentiontypes.RetentionPolicySegment
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(selects...)
-	sb.From(telemetrymeter.DBName + "." + telemetrymeter.SamplesTableName)
+	sb.From(metertelemetryschema.DBName + "." + metertelemetryschema.SamplesTableName)
 	sb.Where(
 		sb.Equal("metric_name", meterName),
 		sb.GTE("unix_milli", segment.StartMs),

ee/modules/metricreductionrule/implmetricreductionrule/clickhouse.go

@@ -8,16 +8,16 @@ import (
 	sqlbuilder "github.com/huandu/go-sqlbuilder"
 
 	"github.com/SigNoz/signoz/pkg/errors"
-	"github.com/SigNoz/signoz/pkg/telemetrymetrics"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/metricstelemetryschema"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
 	"github.com/SigNoz/signoz/pkg/types/ctxtypes"
 	"github.com/SigNoz/signoz/pkg/types/metricreductionruletypes"
 )
 
 var (
-	reductionRulesTable = telemetrymetrics.DBName + "." + telemetrymetrics.ReductionRulesTableName
-	metadataTable       = telemetrymetrics.DBName + "." + telemetrymetrics.AttributesMetadataTableName
-	bufferSeriesTable   = telemetrymetrics.DBName + "." + telemetrymetrics.TimeseriesV4BufferTableName
+	reductionRulesTable = metricstelemetryschema.DBName + "." + metricstelemetryschema.ReductionRulesTableName
+	metadataTable       = metricstelemetryschema.DBName + "." + metricstelemetryschema.AttributesMetadataTableName
+	bufferSeriesTable   = metricstelemetryschema.DBName + "." + metricstelemetryschema.TimeseriesV4BufferTableName
 )
 
 const timeSeriesBucketMilli = int64(time.Hour / time.Millisecond)
@@ -192,7 +192,7 @@ func (c *clickhouse) ingestedSeriesCount(ctx context.Context, metricNames []stri
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("metric_name", "uniq(fingerprint)")
-	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
+	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
 	conds := []string{
 		sb.In("metric_name", names...),
 		sb.GE("unix_milli", startMs),
@@ -229,8 +229,8 @@ func (c *clickhouse) ingestedSeriesCount(ctx context.Context, metricNames []stri
 // reduced sample tables.
 func (c *clickhouse) reducedSeriesCount(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[string]uint64, error) {
 	out := make(map[string]uint64, len(metricNames))
-	for _, table := range []string{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
-		counts, err := c.reducedSeriesCountForTable(ctx, telemetrymetrics.DBName+"."+table, metricNames, effectiveFrom, startMs, endMs)
+	for _, table := range []string{metricstelemetryschema.SamplesV4ReducedLastTableName, metricstelemetryschema.SamplesV4ReducedSumTableName} {
+		counts, err := c.reducedSeriesCountForTable(ctx, metricstelemetryschema.DBName+"."+table, metricNames, effectiveFrom, startMs, endMs)
 		if err != nil {
 			return nil, err
 		}
@@ -300,9 +300,9 @@ func (c *clickhouse) RankByVolume(ctx context.Context, metricNames []string, eff
 		direction = "DESC"
 	}
 
-	ingestedTable := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName
-	reducedLast := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4ReducedLastTableName
-	reducedSum := telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4ReducedSumTableName
+	ingestedTable := metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName
+	reducedLast := metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4ReducedLastTableName
+	reducedSum := metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4ReducedSumTableName
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("base.metric_name AS metric_name", "ifNull(i.cnt, 0) AS ingested", "ifNull(d.cnt, 0) AS reduced")
@@ -352,16 +352,16 @@ func (c *clickhouse) SampleVolumeByMetric(ctx context.Context, metricNames []str
 	}
 	ctx = c.withThreads(ctx)
 
-	ingested, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4BufferTableName, "count()", metricNames, effectiveFrom, startMs, endMs)
+	ingested, err := c.countSamplesByMetric(ctx, metricstelemetryschema.DBName+"."+metricstelemetryschema.SamplesV4BufferTableName, "count()", metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
 
-	last, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	last, err := c.countSamplesByMetric(ctx, metricstelemetryschema.DBName+"."+metricstelemetryschema.SamplesV4ReducedLastTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
-	sum, err := c.countSamplesByMetric(ctx, telemetrymetrics.DBName+"."+telemetrymetrics.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
+	sum, err := c.countSamplesByMetric(ctx, metricstelemetryschema.DBName+"."+metricstelemetryschema.SamplesV4ReducedSumTableName, "uniq(reduced_fingerprint, unix_milli)", metricNames, effectiveFrom, startMs, endMs)
 	if err != nil {
 		return nil, err
 	}
@@ -419,7 +419,7 @@ func (c *clickhouse) TotalVolume(ctx context.Context, startMs, endMs int64) (uin
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select("uniq(fingerprint)", "count()")
-	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
+	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
 	sb.Where(sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs))
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
@@ -470,7 +470,7 @@ func (c *clickhouse) SampleTimeseries(ctx context.Context, ruledMetrics []string
 func (c *clickhouse) totalSamplesByBucket(ctx context.Context, startMs, endMs int64) (map[int64]uint64, error) {
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(sampleBucketExpr, "count()")
-	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
+	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
 	sb.Where(sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs))
 	sb.GroupBy("bucket")
 
@@ -485,7 +485,7 @@ func (c *clickhouse) ruledIngestedSamplesByBucket(ctx context.Context, metricNam
 
 	sb := sqlbuilder.NewSelectBuilder()
 	sb.Select(sampleBucketExpr, "count()")
-	sb.From(telemetrymetrics.DBName + "." + telemetrymetrics.SamplesV4BufferTableName)
+	sb.From(metricstelemetryschema.DBName + "." + metricstelemetryschema.SamplesV4BufferTableName)
 	conds := []string{sb.In("metric_name", names...), sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs)}
 	if len(effectiveFrom) > 0 {
 		conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))
@@ -499,7 +499,7 @@ func (c *clickhouse) ruledIngestedSamplesByBucket(ctx context.Context, metricNam
 // reduced 60s rows are versioned by computed_at, so count distinct buckets.
 func (c *clickhouse) ruledRetainedSamplesByBucket(ctx context.Context, metricNames []string, effectiveFrom map[string]int64, startMs, endMs int64) (map[int64]uint64, error) {
 	out := make(map[int64]uint64)
-	for _, table := range []string{telemetrymetrics.SamplesV4ReducedLastTableName, telemetrymetrics.SamplesV4ReducedSumTableName} {
+	for _, table := range []string{metricstelemetryschema.SamplesV4ReducedLastTableName, metricstelemetryschema.SamplesV4ReducedSumTableName} {
 		names := make([]any, len(metricNames))
 		for i, name := range metricNames {
 			names[i] = name
@@ -507,7 +507,7 @@ func (c *clickhouse) ruledRetainedSamplesByBucket(ctx context.Context, metricNam
 
 		sb := sqlbuilder.NewSelectBuilder()
 		sb.Select(sampleBucketExpr, "uniq(reduced_fingerprint, unix_milli)")
-		sb.From(telemetrymetrics.DBName + "." + table)
+		sb.From(metricstelemetryschema.DBName + "." + table)
 		conds := []string{sb.In("metric_name", names...), sb.GE("unix_milli", startMs), sb.LT("unix_milli", endMs)}
 		if len(effectiveFrom) > 0 {
 			conds = append(conds, strictEffectiveFrom(sb, metricNames, effectiveFrom))

frontend/docs/authz-guide.md

@@ -0,0 +1,136 @@
+# AuthZ Guide
+
+How to structure a page so it works with the permission system.
+
+We are migrating from the `ADMIN | EDITOR | VIEWER` roles to per-action checks. Instead of granting `VIEWER` and
+exposing everything, a user can now be granted access to a single resource, eg: `Logs` only.
+
+- [Prerequisites](#prerequisites)
+- [Core rules](#core-rules)
+- [Page patterns](#page-patterns)
+- [What "blocked" means](#what-blocked-means)
+- [Migration checklist](#migration-checklist)
+- [Testing](#testing)
+
+## Prerequisites
+
+Check whether the resource your page represents is supported: see
+[permissions.type.ts](../src/lib/authz/hooks/useAuthZ/permissions.type.ts) for the current resources and their allowed
+verbs.
+
+**If the resource is not listed there, skip authz for now**. The backend does not enforce it yet, so any frontend
+check would be decorative. Revisit once the resource is generated into that file (it is auto-generated from the
+backend).
+
+## Core rules
+
+These hold for every page. The per-pattern sections below only add to them.
+
+1. **A page is always reachable, regardless of permission.** The intended action must be known before permission can
+   be checked, so the route renders first and individual pieces are gated.
+2. **`update` requires both `read` and `update`.** A user who can write but cannot read the current value must not get
+   an edit affordance.
+3. **`delete` is independent of `read`.** Delete controls stay visible for a user who holds `delete` but not `read`.
+4. **Never gate per row.** If a user can `list`, render every row. Check `read` only when the row is opened (drawer or
+   detail route).
+5. **Gate the narrowest thing that works**, a button over a section, a section over a page.
+6. **A resource may be gated while a sub-resource is not.** A user without `read` on Service Accounts can still hold
+   `create` on API Keys, so blocking the outer container would hide work they are allowed to do.
+7. **Verbs not covered here** (`attach`, `detach`, `assignee`) behave like `delete`: gate the control that triggers
+   them, not the surrounding content.
+
+## Page patterns
+
+### List page
+
+![Visual rules for structuring a list page](./assets/list-example.svg)
+
+Without `list`, but with any of `read` / `create` / `update`, only the table is blocked:
+
+- Title, description, search filters and action buttons stay visible.
+- Filters and any control that drives the table are non-interactive.
+- The create button stays enabled if the user holds `create`.
+
+### Edit page
+
+![Visual rules for structuring an edit page](./assets/edit-example.svg)
+
+Without `read`:
+
+- Block the content with `withAuthZContent`, not the whole route.
+- Keep delete visible (rule 3).
+- Keep update blocked (rule 2).
+
+### Drawer
+
+![Visual rules for structuring a drawer](./assets/drawer-example.svg)
+
+Without `read`:
+
+- Block the drawer body, not the drawer itself.
+- Prefer routing that carries the resource ID in the URL, so delete stays reachable without `read`.
+- Keep update blocked (rule 2).
+- Watch for sub-resources the user may still be allowed to act on (rule 6).
+
+### Create
+
+Without `create`:
+
+| Entry point           | Gate with                                                     |
+| --------------------- | ------------------------------------------------------------- |
+| Button                | `AuthZButton`                                                 |
+| Dedicated create page | `withAuthZPage`                                               |
+| Create drawer opened directly (deep link) | `withAuthZContent` on the body + `AuthZButton` on footer actions |
+
+### Delete
+
+Gate the control with `AuthZButton`, or `AuthZTooltip` for a non-button trigger such as an icon or menu item.
+
+### Quick filters
+
+![Visual rules for structuring a page with quick filters](./assets/quick-filters-example.svg)
+
+## What "blocked" means
+
+Blocking is always a visible denial, never a silent removal. Use the components in
+[`lib/authz/components`](../src/lib/authz/components/README.md) rather than hand-rolling a check, they carry the
+denial message and the loading state.
+
+| Scope           | Component                                 | Denied state                                |
+| --------------- | ----------------------------------------- | ------------------------------------------- |
+| Button          | `AuthZButton`                             | Disabled + tooltip                          |
+| Any element      | `AuthZTooltip`                            | Disabled child + tooltip                    |
+| Section         | `withAuthZContent` / `AuthZGuardContent`  | Inline `PermissionDeniedCallout`            |
+| Page / route    | `withAuthZPage` / `AuthZGuardPage`        | `PermissionDeniedFullPage`                  |
+| Custom fallback | `withAuthZ` / `AuthZGuard`                | Whatever you pass as `fallback`             |
+
+Prefer the HOC (`withAuthZ*`); reach for the JSX guard (`AuthZGuard*`) when the gate depends on conditional rendering
+and an HOC cannot express it. The components README has the full decision tree and how to build the `checks` array.
+
+## Migration checklist
+
+Use the existing components. Create a new one only if none fit.
+
+- [ ] Can I apply a `withAuthZ*` variant directly, or must I extract the content into a component first?
+  - If extraction is needed, declare the new content component in the same file to keep the diff small, then move it
+    to its own file in a follow-up commit or PR.
+- [ ] Is the layout structured to respect the [core rules](#core-rules)?
+  - If not, raise it in the frontend Slack channel before reshaping the page.
+- [ ] Am I gating a shared component rather than a page or section?
+  - If so, it must stay functional with no permission. Example: the Query Builder works without field suggestions when
+    the user cannot read them.
+
+## Testing
+
+### Devtool
+
+Press `Cmd + K` (`Ctrl + K` on Windows/Linux) to open the shortcuts, search for `AuthZ`, and pick the first
+result. The devtool simulates granted and denied permissions across the UI.
+
+Available only in local development, it is stripped from production builds.
+
+### Unit tests
+
+[`lib/authz/utils/README.md`](../src/lib/authz/utils/README.md) covers the `*.authz.test.tsx` naming convention, the
+MSW handlers (`setupAuthzAdmin`, `setupAuthzDenyAll`, `setupAuthzDeny`, `setupAuthzAllow`,
+`setupAuthzGrantByPrefix`), and how to test the loading state.

frontend/src/AppRoutes/Private.tsx

@@ -14,7 +14,10 @@ import { useAppContext } from 'providers/App/App';
 import { LicensePlatform, LicenseState } from 'types/api/licensesV3/getActive';
 import { OrgPreference } from 'types/api/preferences/preference';
 import { USER_ROLES } from 'types/roles';
-import { routePermission } from 'utils/permission';
+import {
+	routePermission,
+	routeWithInitialAuthZSupport,
+} from 'utils/permission';
 
 import routes, {
 	LIST_LICENSES,
@@ -42,7 +45,6 @@ function PrivateRoute({ children }: PrivateRouteProps): JSX.Element {
 	const isAdmin = user.role === USER_ROLES.ADMIN;
 	const isAIAssistantEnabled = useIsAIAssistantEnabled();
 	const isAIObservabilityEnabled = useIsAIObservabilityEnabled();
-
 	const mapRoutes = useMemo(
 		() =>
 			new Map(
@@ -226,7 +228,16 @@ function PrivateRoute({ children }: PrivateRouteProps): JSX.Element {
 		if (isPrivate) {
 			if (isLoggedInState) {
 				const route = routePermission[key];
-				if (route && route.find((e) => e === user.role) === undefined) {
+				const hasInitialAuthZSupport = Object.hasOwn(
+					routeWithInitialAuthZSupport,
+					key,
+				);
+
+				if (
+					route &&
+					route.find((e) => e === user.role) === undefined &&
+					hasInitialAuthZSupport === false
+				) {
 					return <Redirect to={ROUTES.UN_AUTHORIZED} />;
 				}
 			} else {

frontend/src/AppRoutes/__tests__/Private.test.tsx

@@ -17,6 +17,7 @@ import {
 } from 'types/api/licensesV3/getActive';
 import { OrgPreference } from 'types/api/preferences/preference';
 import { ROLES, USER_ROLES } from 'types/roles';
+import { routeWithInitialAuthZSupport } from 'utils/permission';
 
 import PrivateRoute from '../Private';
 
@@ -178,6 +179,7 @@ function createMockAppContext(
 		isFetchingHosts: false,
 		isFetchingFeatureFlags: false,
 		isFetchingOrgPreferences: false,
+		isFetchingUserPreferences: false,
 		userFetchError: null,
 		activeLicenseFetchError: null,
 		hostsFetchError: null,
@@ -198,24 +200,39 @@ function createMockAppContext(
 	};
 }
 
+// Roles that no authz-aware route grants through the legacy routePermission table
+const DENIED_ROLES: ROLES[] = [
+	USER_ROLES.ANONYMOUS as ROLES,
+	USER_ROLES.AUTHOR as ROLES,
+];
+
+const PERMITTED_ROLES: ROLES[] = [
+	USER_ROLES.ADMIN as ROLES,
+	USER_ROLES.EDITOR as ROLES,
+	USER_ROLES.VIEWER as ROLES,
+];
+
+interface AuthzRouteCase {
+	path: string;
+	deniedRoles: ROLES[];
+}
+
 interface RenderPrivateRouteOptions {
 	initialRoute?: string;
 	appContext?: Partial<IAppContext>;
 	isCloudUser?: boolean;
 }
 
-function renderPrivateRoute(options: RenderPrivateRouteOptions = {}): void {
-	const {
-		initialRoute = ROUTES.HOME,
-		appContext = {},
-		isCloudUser = true,
-	} = options;
+function buildPrivateRouteTree(
+	options: RenderPrivateRouteOptions,
+): ReactElement {
+	const { initialRoute = ROUTES.HOME, appContext = {} } = options;
 
-	mockIsCloudUser = isCloudUser;
+	const contextValue = createMockAppContext({
+		...appContext,
+	});
 
-	const contextValue = createMockAppContext(appContext);
-
-	render(
+	return (
 		<QueryClientProvider client={queryClient}>
 			<MemoryRouter initialEntries={[initialRoute]}>
 				<AppContext.Provider value={contextValue}>
@@ -229,10 +246,15 @@ function renderPrivateRoute(options: RenderPrivateRouteOptions = {}): void {
 					</PrivateRoute>
 				</AppContext.Provider>
 			</MemoryRouter>
-		</QueryClientProvider>,
+		</QueryClientProvider>
 	);
 }
 
+function renderPrivateRoute(options: RenderPrivateRouteOptions = {}): void {
+	mockIsCloudUser = options.isCloudUser ?? true;
+	render(buildPrivateRouteTree(options));
+}
+
 // Generic assertion helpers for navigation behavior
 // Using location-based assertions since Private.tsx now uses Redirect component
 
@@ -1432,6 +1454,25 @@ describe('PrivateRoute', () => {
 
 			assertStaysOnRoute(ROUTES.GET_STARTED_WITH_CLOUD);
 		});
+
+		it.each([...PERMITTED_ROLES, ...DENIED_ROLES])(
+			'should render the unauthorized page for a %s instead of bouncing off it',
+			(role) => {
+				// routePermission.UN_AUTHORIZED must grant every role: a role denied here
+				// is redirected to /un-authorized and then redirected away from it again,
+				// which loops until React bails out with a blank screen.
+				renderPrivateRoute({
+					initialRoute: ROUTES.UN_AUTHORIZED,
+					appContext: {
+						isLoggedIn: true,
+						user: createMockUser({ role }),
+					},
+				});
+
+				assertStaysOnRoute(ROUTES.UN_AUTHORIZED);
+				assertRendersChildren();
+			},
+		);
 	});
 
 	describe('Edge Cases', () => {
@@ -1477,6 +1518,174 @@ describe('PrivateRoute', () => {
 		});
 	});
 
+	describe('AuthZ Support (routeWithInitialAuthZSupport)', () => {
+		// Routes in routeWithInitialAuthZSupport always bypass legacy role check
+		const AUTHZ_ROUTE_CASES: Record<
+			keyof typeof routeWithInitialAuthZSupport,
+			AuthzRouteCase
+		> = {
+			// Everything under /settings resolves to the non-exact SETTINGS route
+			SETTINGS: { path: ROUTES.SETTINGS, deniedRoles: DENIED_ROLES },
+			MY_SETTINGS: { path: ROUTES.MY_SETTINGS, deniedRoles: DENIED_ROLES },
+			ROLES_SETTINGS: { path: ROUTES.ROLES_SETTINGS, deniedRoles: DENIED_ROLES },
+			ROLE_CREATE: { path: ROUTES.ROLE_CREATE, deniedRoles: DENIED_ROLES },
+			ROLE_DETAILS: {
+				path: ROUTES.ROLE_DETAILS.replace(':roleId', 'role-id-1'),
+				deniedRoles: DENIED_ROLES,
+			},
+			ROLE_EDIT: {
+				path: ROUTES.ROLE_EDIT.replace(':roleId', 'role-id-1'),
+				deniedRoles: DENIED_ROLES,
+			},
+			SERVICE_ACCOUNTS_SETTINGS: {
+				path: ROUTES.SERVICE_ACCOUNTS_SETTINGS,
+				deniedRoles: DENIED_ROLES,
+			},
+			TRACES_EXPLORER: { path: ROUTES.TRACES_EXPLORER, deniedRoles: DENIED_ROLES },
+			TRACE: { path: ROUTES.TRACE, deniedRoles: DENIED_ROLES },
+			TRACE_DETAIL: {
+				path: ROUTES.TRACE_DETAIL.replace(':id', 'trace-id-1'),
+				deniedRoles: DENIED_ROLES,
+			},
+			TRACE_DETAIL_OLD: {
+				path: ROUTES.TRACE_DETAIL_OLD.replace(':id', 'trace-id-1'),
+				deniedRoles: DENIED_ROLES,
+			},
+			// LOGS and LOGS_EXPLORER share a path - matchPath resolves it to whichever
+			// route definition comes last, and both keys are authz-aware either way.
+			LOGS: { path: ROUTES.LOGS, deniedRoles: DENIED_ROLES },
+			LOGS_EXPLORER: { path: ROUTES.LOGS_EXPLORER, deniedRoles: DENIED_ROLES },
+			LIVE_LOGS: { path: ROUTES.LIVE_LOGS, deniedRoles: DENIED_ROLES },
+			OLD_LOGS_EXPLORER: {
+				path: ROUTES.OLD_LOGS_EXPLORER,
+				deniedRoles: DENIED_ROLES,
+			},
+			METRICS_EXPLORER: {
+				path: ROUTES.METRICS_EXPLORER,
+				deniedRoles: DENIED_ROLES,
+			},
+			METRICS_EXPLORER_EXPLORER: {
+				path: ROUTES.METRICS_EXPLORER_EXPLORER,
+				deniedRoles: DENIED_ROLES,
+			},
+			METRICS_EXPLORER_VOLUME_CONTROL: {
+				path: ROUTES.METRICS_EXPLORER_VOLUME_CONTROL,
+				deniedRoles: DENIED_ROLES,
+			},
+			METER: { path: ROUTES.METER, deniedRoles: DENIED_ROLES },
+			METER_EXPLORER: { path: ROUTES.METER_EXPLORER, deniedRoles: DENIED_ROLES },
+			// SUPPORT already grants ANONYMOUS in routePermission, so only AUTHOR
+			// exercises the redirect branch here.
+			SUPPORT: {
+				path: ROUTES.SUPPORT,
+				deniedRoles: [USER_ROLES.AUTHOR as ROLES],
+			},
+		};
+
+		const authzRouteRolePairs: [string, string, ROLES][] = Object.entries(
+			AUTHZ_ROUTE_CASES,
+		).flatMap(([name, { path, deniedRoles }]) =>
+			deniedRoles.map((role): [string, string, ROLES] => [name, path, role]),
+		);
+
+		// Routes with no authz check - legacy role check still applies
+		const NON_AUTHZ_ROUTE_CASES: [string, string, ROLES][] = [
+			['ALERTS_NEW', ROUTES.ALERTS_NEW, USER_ROLES.VIEWER as ROLES],
+			['LIST_LICENSES', ROUTES.LIST_LICENSES, USER_ROLES.EDITOR as ROLES],
+			['ONBOARDING', ROUTES.ONBOARDING, USER_ROLES.VIEWER as ROLES],
+			['APPLICATION', ROUTES.APPLICATION, USER_ROLES.ANONYMOUS as ROLES],
+			[
+				'METRICS_EXPLORER_VIEWS',
+				ROUTES.METRICS_EXPLORER_VIEWS,
+				USER_ROLES.ANONYMOUS as ROLES,
+			],
+		];
+
+		it.each(authzRouteRolePairs)(
+			'should not redirect %s (%s) for role %s - authz routes bypass legacy role check',
+			(_name, path, role) => {
+				// Routes in routeWithInitialAuthZSupport always bypass the legacy role check.
+				// Authorization is handled by downstream components via fine-grained authz.
+				renderPrivateRoute({
+					initialRoute: path,
+					appContext: {
+						isLoggedIn: true,
+						user: createMockUser({ role }),
+					},
+				});
+
+				assertStaysOnRoute(path);
+				assertRendersChildren();
+			},
+		);
+
+		it.each([...PERMITTED_ROLES, ...DENIED_ROLES])(
+			'should not redirect a %s from an authz-aware route',
+			(role) => {
+				// All roles pass through - authorization handled downstream
+				renderPrivateRoute({
+					initialRoute: ROUTES.LOGS_EXPLORER,
+					appContext: {
+						isLoggedIn: true,
+						user: createMockUser({ role }),
+					},
+				});
+
+				assertStaysOnRoute(ROUTES.LOGS_EXPLORER);
+				assertRendersChildren();
+			},
+		);
+
+		it.each(NON_AUTHZ_ROUTE_CASES)(
+			'should redirect %s (%s) for role %s - non-authz routes use legacy role check',
+			async (_name, path, role) => {
+				// Routes NOT in routeWithInitialAuthZSupport still use legacy role check
+				renderPrivateRoute({
+					initialRoute: path,
+					appContext: {
+						isLoggedIn: true,
+						user: createMockUser({ role }),
+					},
+				});
+
+				await assertRedirectsTo(ROUTES.UN_AUTHORIZED);
+			},
+		);
+
+		it.each(authzRouteRolePairs)(
+			'should still redirect unauthenticated users away from %s (%s) with role %s',
+			async (_name, path, role) => {
+				// The authz bypass only relaxes the role check, never the login check.
+				renderPrivateRoute({
+					initialRoute: path,
+					appContext: {
+						isLoggedIn: false,
+						user: createMockUser({ role }),
+					},
+				});
+
+				await assertRedirectsTo(ROUTES.LOGIN);
+			},
+		);
+
+		it('should still redirect to workspace locked from an authz-aware route', async () => {
+			// Workspace guards run before the role check and must not be bypassed.
+			renderPrivateRoute({
+				initialRoute: ROUTES.LOGS_EXPLORER,
+				appContext: {
+					isLoggedIn: true,
+					isFetchingActiveLicense: false,
+					activeLicense: createMockLicense({ platform: LicensePlatform.CLOUD }),
+					trialInfo: createMockTrialInfo({ workSpaceBlock: true }),
+					user: createMockUser({ role: USER_ROLES.VIEWER as ROLES }),
+				},
+				isCloudUser: true,
+			});
+
+			await assertRedirectsTo(ROUTES.WORKSPACE_LOCKED);
+		});
+	});
+
 	describe('Old channel route redirects', () => {
 		it.each([
 			['/settings/channels', '/alerts', 'tab=Channels'],

frontend/src/api/alerts/ruleStats.ts

@@ -1,28 +0,0 @@
-import axios from 'api';
-import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
-import { AxiosError } from 'axios';
-import { ErrorResponse, SuccessResponse } from 'types/api';
-import { AlertRuleStatsPayload } from 'types/api/alerts/def';
-import { RuleStatsProps } from 'types/api/alerts/ruleStats';
-
-const ruleStats = async (
-	props: RuleStatsProps,
-): Promise<SuccessResponse<AlertRuleStatsPayload> | ErrorResponse> => {
-	try {
-		const response = await axios.post(`/rules/${props.id}/history/stats`, {
-			start: props.start,
-			end: props.end,
-		});
-
-		return {
-			statusCode: 200,
-			error: null,
-			message: response.data.status,
-			payload: response.data,
-		};
-	} catch (error) {
-		return ErrorResponseHandler(error as AxiosError);
-	}
-};
-
-export default ruleStats;

frontend/src/api/alerts/timelineGraph.ts

@@ -1,33 +0,0 @@
-import axios from 'api';
-import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
-import { AxiosError } from 'axios';
-import { ErrorResponse, SuccessResponse } from 'types/api';
-import { AlertRuleTimelineGraphResponsePayload } from 'types/api/alerts/def';
-import { GetTimelineGraphRequestProps } from 'types/api/alerts/timelineGraph';
-
-const timelineGraph = async (
-	props: GetTimelineGraphRequestProps,
-): Promise<
-	SuccessResponse<AlertRuleTimelineGraphResponsePayload> | ErrorResponse
-> => {
-	try {
-		const response = await axios.post(
-			`/rules/${props.id}/history/overall_status`,
-			{
-				start: props.start,
-				end: props.end,
-			},
-		);
-
-		return {
-			statusCode: 200,
-			error: null,
-			message: response.data.status,
-			payload: response.data,
-		};
-	} catch (error) {
-		return ErrorResponseHandler(error as AxiosError);
-	}
-};
-
-export default timelineGraph;

frontend/src/api/alerts/timelineTable.ts

@@ -1,36 +0,0 @@
-import axios from 'api';
-import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
-import { AxiosError } from 'axios';
-import { ErrorResponse, SuccessResponse } from 'types/api';
-import { AlertRuleTimelineTableResponsePayload } from 'types/api/alerts/def';
-import { GetTimelineTableRequestProps } from 'types/api/alerts/timelineTable';
-
-const timelineTable = async (
-	props: GetTimelineTableRequestProps,
-): Promise<
-	SuccessResponse<AlertRuleTimelineTableResponsePayload> | ErrorResponse
-> => {
-	try {
-		const response = await axios.post(`/rules/${props.id}/history/timeline`, {
-			start: props.start,
-			end: props.end,
-			offset: props.offset,
-			limit: props.limit,
-			order: props.order,
-			state: props.state,
-			// TODO(shaheer): implement filters
-			filters: props.filters,
-		});
-
-		return {
-			statusCode: 200,
-			error: null,
-			message: response.data.status,
-			payload: response.data,
-		};
-	} catch (error) {
-		return ErrorResponseHandler(error as AxiosError);
-	}
-};
-
-export default timelineTable;

frontend/src/api/alerts/topContributors.ts

@@ -1,33 +0,0 @@
-import axios from 'api';
-import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
-import { AxiosError } from 'axios';
-import { ErrorResponse, SuccessResponse } from 'types/api';
-import { AlertRuleTopContributorsPayload } from 'types/api/alerts/def';
-import { TopContributorsProps } from 'types/api/alerts/topContributors';
-
-const topContributors = async (
-	props: TopContributorsProps,
-): Promise<
-	SuccessResponse<AlertRuleTopContributorsPayload> | ErrorResponse
-> => {
-	try {
-		const response = await axios.post(
-			`/rules/${props.id}/history/top_contributors`,
-			{
-				start: props.start,
-				end: props.end,
-			},
-		);
-
-		return {
-			statusCode: 200,
-			error: null,
-			message: response.data.status,
-			payload: response.data,
-		};
-	} catch (error) {
-		return ErrorResponseHandler(error as AxiosError);
-	}
-};
-
-export default topContributors;

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

@@ -2815,6 +2815,9 @@ export enum CloudintegrationtypesServiceIDDTO {
 	redis = 'redis',
 	cloudsql_postgres = 'cloudsql_postgres',
 	memorystore_redis = 'memorystore_redis',
+	computeengine = 'computeengine',
+	gke = 'gke',
+	cloudstorage = 'cloudstorage',
 }
 export type CloudintegrationtypesCloudIntegrationServiceDTOAnyOf = {
 	/**

frontend/src/assets/Logos/gcp-cloud-storage.svg

@@ -1 +1 @@
-<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="1200" height="800" viewBox="-19.2 -28.483 166.401 170.898"><g transform="translate(0 -7.034)"><linearGradient id="a" x1="64" x2="64" y1="7.034" y2="120.789" gradientUnits="userSpaceOnUse"><stop offset="0" stop-color="#4387fd"/><stop offset="1" stop-color="#4683ea"/></linearGradient><path fill="url(#a)" d="M27.79 115.217 1.54 69.749a11.5 11.5 0 0 1 0-11.499l26.25-45.467a11.5 11.5 0 0 1 9.96-5.75h52.5a11.5 11.5 0 0 1 9.959 5.75l26.25 45.467a11.5 11.5 0 0 1 0 11.5l-26.25 45.466a11.5 11.5 0 0 1-9.959 5.75h-52.5a11.5 11.5 0 0 1-9.96-5.75z"/></g><g transform="translate(0 -7.034)"><defs><path id="b" d="M27.791 115.217 1.541 69.749a11.5 11.5 0 0 1 0-11.499l26.25-45.467a11.5 11.5 0 0 1 9.959-5.75h52.5a11.5 11.5 0 0 1 9.96 5.75l26.25 45.467a11.5 11.5 0 0 1 0 11.5l-26.25 45.466a11.5 11.5 0 0 1-9.96 5.75h-52.5a11.5 11.5 0 0 1-9.959-5.75z"/></defs><clipPath id="c"><use xlink:href="#b" width="100%" height="100%" overflow="visible"/></clipPath><path d="m49.313 53.875-7.01 6.99 5.957 5.958-5.898 10.476 44.635 44.636 10.816.002L118.936 84 85.489 50.55z" clip-path="url(#c)" opacity=".07"/></g><path fill="#fff" d="M84.7 43.236H43.264c-.667 0-1.212.546-1.212 1.214v8.566c0 .666.546 1.212 1.212 1.212H84.7c.667 0 1.213-.546 1.213-1.212v-8.568c0-.666-.545-1.213-1.212-1.213m-6.416 7.976a2.484 2.484 0 0 1-2.477-2.48 2.475 2.475 0 0 1 2.477-2.477c1.37 0 2.48 1.103 2.48 2.477a2.48 2.48 0 0 1-2.48 2.48m6.415 8.491-41.436.002c-.667 0-1.212.546-1.212 1.214v8.565c0 .666.546 1.213 1.212 1.213H84.7c.667 0 1.213-.547 1.213-1.213v-8.567c0-.666-.545-1.214-1.212-1.214m-6.416 7.976a2.483 2.483 0 0 1-2.477-2.48 2.475 2.475 0 0 1 2.477-2.477 2.48 2.48 0 1 1 0 4.956"/></svg>
+<svg xmlns="http://www.w3.org/2000/svg" width="24px" height="24px" viewBox="0 0 24 24"><defs><style>.cls-1{fill:#aecbfa;}.cls-2{fill:#669df6;}.cls-3{fill:#4285f4;}.cls-4{fill:#fff;}</style></defs><title>Icon_24px_CloudStorage_Color</title><g data-name="Product Icons"><rect class="cls-1" x="2" y="4" width="20" height="7"/><rect class="cls-2" x="20" y="4" width="2" height="7"/><polygon class="cls-3" points="22 4 20 4 20 11 22 4"/><rect class="cls-2" x="2" y="4" width="2" height="7"/><rect class="cls-4" x="6" y="7" width="6" height="1"/><rect class="cls-4" x="15" y="6" width="3" height="3" rx="1.5"/><rect class="cls-1" x="2" y="13" width="20" height="7"/><rect class="cls-2" x="20" y="13" width="2" height="7"/><polygon class="cls-3" points="22 13 20 13 20 20 22 13"/><rect class="cls-2" x="2" y="13" width="2" height="7"/><rect class="cls-4" x="6" y="16" width="6" height="1"/><rect class="cls-4" x="15" y="15" width="3" height="3" rx="1.5"/></g></svg>

frontend/src/assets/Logos/gcp-gke.svg

@@ -1 +1 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24"><path d="M19.73 6.56a1.73 1.73 0 0 0-1.68 1.68 1.83 1.83 0 0 0 .89 1.48v6.9l-5.16 3.06.8 1.28 5.55-3.25a.84.84 0 0 0 .4-.69v-7.3a1.64 1.64 0 0 0 .89-1.48 1.61 1.61 0 0 0-1.69-1.68" style="fill:#aecbfa"/><path d="m18 5.48-5.61-3.16a1.18 1.18 0 0 0-.79 0L5.25 6a1.72 1.72 0 0 0-2.68 1.35A1.73 1.73 0 0 0 4.26 9a1.73 1.73 0 0 0 1.68-1.65L12 3.9l5.15 3ZM11.2 18.5a1.57 1.57 0 0 0-.89.29l-5.16-3V9.92H3.56v6.31a.84.84 0 0 0 .4.69L9.52 20v.09a1.69 1.69 0 0 0 3.37 0 1.65 1.65 0 0 0-1.69-1.59" data-name="Path" style="fill:#aecbfa"/><path d="M16.96 8.63 12.1 5.78 7.13 8.63l4.97 2.77z" data-name="Path" style="fill:#669df6"/><path d="M12.1 12.38 6.84 9.32v2.47l5.26 2.96zM12.1 15.73l-5.26-3.05v2.07l5.26 3.06z" style="fill:#669df6"/><path d="M12.09 12.38v2.37l5.26-3.06V9.33Zm4.32-.94a.38.38 0 1 1 0-.76.38.38 0 0 1 0 .76M12.09 15.73v2.07l5.26-3.05v-2.07Zm4.32-1.07a.38.38 0 1 1 0-.76.38.38 0 0 1 0 .76" style="fill:#4285f4"/></svg>
+<svg xmlns="http://www.w3.org/2000/svg" width="24px" height="24px" viewBox="0 0 24 24"><defs><style>.cls-1{fill:#4285f4;}.cls-1,.cls-2,.cls-4{fill-rule:evenodd;}.cls-2{fill:#669df6;}.cls-3,.cls-4{fill:#aecbfa;}</style></defs><title>Icon_24px_K8Engine_Color</title><g data-name="Product Icons"><g ><polygon class="cls-1" points="14.68 13.06 19.23 15.69 19.23 16.68 14.29 13.83 14.68 13.06"/><polygon class="cls-2" points="9.98 13.65 4.77 16.66 4.45 15.86 9.53 12.92 9.98 13.65"/><rect class="cls-3" x="11.55" y="3.29" width="0.86" height="5.78"/><path class="cls-4" d="M3.25,7V17L12,22l8.74-5V7L12,2Zm15.63,8.89L12,19.78,5.12,15.89V8.11L12,4.22l6.87,3.89v7.78Z"/><polygon class="cls-4" points="11.98 11.5 15.96 9.21 11.98 6.91 8.01 9.21 11.98 11.5"/><polygon class="cls-2" points="11.52 12.3 7.66 10.01 7.66 14.6 11.52 16.89 11.52 12.3"/><polygon class="cls-1" points="12.48 12.3 12.48 16.89 16.34 14.6 16.34 10.01 12.48 12.3"/></g></g></svg>

frontend/src/components/LogDetail/index.tsx

@@ -438,7 +438,11 @@ function LogDetailInner({
 			destroyOnClose
 			closeIcon={<X size={16} style={{ marginTop: Spacing.MARGIN_1 }} />}
 		>
-			<div className="log-detail-drawer__content" data-log-detail-ignore="true">
+			<div
+				className="log-detail-drawer__content"
+				data-log-detail-ignore="true"
+				data-testid="log-detail-drawer"
+			>
 				<div className="log-detail-drawer__log">
 					<Divider type="vertical" className={cx('log-type-indicator', logType)} />
 					<Tooltip

frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx

@@ -49,7 +49,11 @@ import { unquote } from 'utils/stringUtils';
 import { getRecentQueries } from 'lib/recentQueries/getRecentQueries';
 import type { SignalType } from 'types/api/v5/queryRange';
 
-import { queryExamples, SUGGESTIONS_SECTION } from './constants';
+import {
+	queryExamples,
+	SUGGESTION_FETCH_DEBOUNCE_MS,
+	SUGGESTIONS_SECTION,
+} from './constants';
 import {
 	combineInitialAndUserExpression,
 	dedupeOptionsByLabel,
@@ -98,6 +102,15 @@ interface QuerySearchProps {
 	showFilterSuggestionsWithoutMetric?: boolean;
 	/** When set, the editor shows only the user expression; API/filter uses `initial AND (user)`. */
 	initialExpression?: string;
+	/** When set, replaces the generic value-suggestion API with a custom fetcher. */
+	valueSuggestionsOverride?: (
+		key: string,
+		searchText: string,
+	) => Promise<{
+		stringValues: string[];
+		numberValues: number[];
+		complete: boolean;
+	}>;
 }
 
 function QuerySearch({
@@ -111,6 +124,7 @@ function QuerySearch({
 	showFilterSuggestionsWithoutMetric,
 	initialExpression,
 	metricNamespace,
+	valueSuggestionsOverride,
 }: QuerySearchProps): JSX.Element {
 	const isDarkMode = useIsDarkMode();
 	const [valueSuggestions, setValueSuggestions] = useState<any[]>([]);
@@ -353,7 +367,7 @@ function QuerySearch({
 	);
 
 	const debouncedFetchKeySuggestions = useMemo(
-		() => debounce(fetchKeySuggestions, 300),
+		() => debounce(fetchKeySuggestions, SUGGESTION_FETCH_DEBOUNCE_MS),
 		[fetchKeySuggestions],
 	);
 
@@ -480,13 +494,24 @@ function QuerySearch({
 			const sanitizedSearchText = searchText ? searchText?.trim() : '';
 
 			try {
-				const response = await getValueSuggestions({
-					key,
-					searchText: sanitizedSearchText,
-					signal: dataSource,
-					signalSource: signalSource as 'meter' | '',
-					metricName: debouncedMetricName ?? undefined,
-				});
+				const values = valueSuggestionsOverride
+					? await valueSuggestionsOverride(key, sanitizedSearchText)
+					: await getValueSuggestions({
+							key,
+							searchText: sanitizedSearchText,
+							signal: dataSource,
+							signalSource: signalSource as 'meter' | '',
+							metricName: debouncedMetricName ?? undefined,
+						}).then((response) => {
+							const responseData = response.data as any;
+							const data = responseData.data || {};
+							const values = data.values || {};
+							return {
+								stringValues: values.stringValues || [],
+								numberValues: values.numberValues || [],
+								complete: data.complete ?? false,
+							};
+						});
 
 				// Skip updates if component unmounted or key changed
 				if (
@@ -498,8 +523,6 @@ function QuerySearch({
 				}
 
 				// Process the response data
-				const responseData = response.data as any;
-				const values = responseData.data?.values || {};
 				const stringValues = values.stringValues || [];
 				const numberValues = values.numberValues || [];
 
@@ -580,11 +603,12 @@ function QuerySearch({
 			debouncedMetricName,
 			signalSource,
 			toggleSuggestions,
+			valueSuggestionsOverride,
 		],
 	);
 
 	const debouncedFetchValueSuggestions = useMemo(
-		() => debounce(fetchValueSuggestions, 300),
+		() => debounce(fetchValueSuggestions, SUGGESTION_FETCH_DEBOUNCE_MS),
 		[fetchValueSuggestions],
 	);
 

frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts

@@ -1,6 +1,8 @@
 export const RECENTS_SECTION = { name: 'Recent searches', rank: 1 } as const;
 export const SUGGESTIONS_SECTION = { name: 'Suggestions', rank: 2 } as const;
 
+export const SUGGESTION_FETCH_DEBOUNCE_MS = 300;
+
 // TODO: move to using TelemetrytypesFieldContextDTO when we migrate getKeySuggestions API (Part of https://github.com/SigNoz/engineering-pod/issues/5289)
 export const FIELD_CONTEXTS = [
 	'attribute',

frontend/src/components/QueryBuilderV2/QueryV2/__tests__/QuerySearch.contextSuggestions.test.tsx

@@ -23,6 +23,13 @@ jest.mock('providers/Dashboard/store/useDashboardStore', () => ({
 	}),
 }));
 
+// Shrink the suggestion-fetch debounce (300ms in prod) so these integration
+// tests aren't paced by it; coalescing semantics stay intact.
+jest.mock('../QuerySearch/constants', () => ({
+	...jest.requireActual('../QuerySearch/constants'),
+	SUGGESTION_FETCH_DEBOUNCE_MS: 30,
+}));
+
 jest.mock('hooks/queryBuilder/useQueryBuilder', () => {
 	const handleRunQuery = jest.fn();
 	return {

frontend/src/components/TanStackTableView/TanStackCustomTableRow.tsx

@@ -88,6 +88,7 @@ function TanStackCustomTableRow<TData, TItemKey = string>({
 			{...props}
 			className={rowClassName}
 			style={rowStyle}
+			data-testid={context?.getRowTestId?.(rowData)}
 			onMouseEnter={handleMouseEnter}
 			onMouseLeave={clearHovered}
 		>
@@ -154,6 +155,12 @@ function areTableRowPropsEqual<TData, TItemKey = string>(
 			return false;
 		}
 
+		const prevTestId = prev.context?.getRowTestId?.(prevData) ?? '';
+		const nextTestId = next.context?.getRowTestId?.(nextData) ?? '';
+		if (prevTestId !== nextTestId) {
+			return false;
+		}
+
 		const prevStyle = prev.context?.getRowStyle?.(prevData);
 		const nextStyle = next.context?.getRowStyle?.(nextData);
 		if (prevStyle !== nextStyle) {

frontend/src/components/TanStackTableView/TanStackRow.tsx

@@ -33,7 +33,6 @@ function TanStackRowCellsInner<TData, TItemKey = string>({
 	// Stable references via destructuring, keep them as is
 	const onRowClick = context?.onRowClick;
 	const onRowClickNewTab = context?.onRowClickNewTab;
-	const onRowDeactivate = context?.onRowDeactivate;
 	const isRowActive = context?.isRowActive;
 	const getRowKeyData = context?.getRowKeyData;
 	const rowIndex = row.index;
@@ -52,21 +51,9 @@ function TanStackRowCellsInner<TData, TItemKey = string>({
 			}
 
 			const isActive = isRowActive?.(rowData) ?? false;
-			if (isActive && onRowDeactivate) {
-				onRowDeactivate();
-			} else {
-				onRowClick?.(rowData, itemKey);
-			}
+			onRowClick?.(rowData, itemKey, { isActive });
 		},
-		[
-			isRowActive,
-			onRowDeactivate,
-			onRowClick,
-			onRowClickNewTab,
-			rowData,
-			getRowKeyData,
-			rowIndex,
-		],
+		[isRowActive, onRowClick, onRowClickNewTab, rowData, getRowKeyData, rowIndex],
 	);
 
 	if (itemKind === 'expansion') {
@@ -120,7 +107,6 @@ function areRowCellsPropsEqual<TData>(
 		prev.columnVisibilityKey === next.columnVisibilityKey &&
 		prev.context?.onRowClick === next.context?.onRowClick &&
 		prev.context?.onRowClickNewTab === next.context?.onRowClickNewTab &&
-		prev.context?.onRowDeactivate === next.context?.onRowDeactivate &&
 		prev.context?.isRowActive === next.context?.isRowActive &&
 		prev.context?.getRowKeyData === next.context?.getRowKeyData &&
 		prev.context?.renderRowActions === next.context?.renderRowActions &&

frontend/src/components/TanStackTableView/TanStackTable.tsx

@@ -92,11 +92,11 @@ function TanStackTableInner<TData, TItemKey = string>(
 		getGroupKey,
 		getRowStyle,
 		getRowClassName,
+		getRowTestId,
 		isRowActive,
 		renderRowActions,
 		onRowClick,
 		onRowClickNewTab,
-		onRowDeactivate,
 		onSort,
 		activeRowIndex,
 		renderExpandedRow,
@@ -378,11 +378,11 @@ function TanStackTableInner<TData, TItemKey = string>(
 		() => ({
 			getRowStyle,
 			getRowClassName,
+			getRowTestId,
 			isRowActive,
 			renderRowActions,
 			onRowClick,
 			onRowClickNewTab,
-			onRowDeactivate,
 			renderExpandedRow,
 			getRowKeyData,
 			colCount: visibleColumnsCount,
@@ -396,11 +396,11 @@ function TanStackTableInner<TData, TItemKey = string>(
 		[
 			getRowStyle,
 			getRowClassName,
+			getRowTestId,
 			isRowActive,
 			renderRowActions,
 			onRowClick,
 			onRowClickNewTab,
-			onRowDeactivate,
 			renderExpandedRow,
 			getRowKeyData,
 			visibleColumnsCount,

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

@@ -85,7 +85,9 @@ describe('TanStackRowCells', () => {
 			</table>,
 		);
 		await user.click(screen.getAllByRole('cell')[0]);
-		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, 'r1');
+		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, 'r1', {
+			isActive: false,
+		});
 	});
 
 	it('fires onRowClick with empty itemKey when getRowKeyData is not provided', async () => {
@@ -117,17 +119,19 @@ describe('TanStackRowCells', () => {
 			</table>,
 		);
 		await user.click(screen.getAllByRole('cell')[0]);
-		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, '');
+		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, '', {
+			isActive: false,
+		});
 	});
 
-	it('calls onRowDeactivate instead of onRowClick when row is active', async () => {
+	it('calls onRowClick with isActive: true when the row is active', async () => {
+		// The table no longer owns open/close — it reports the active state and the
+		// consumer routes the click. An active row must still fire onRowClick.
 		const user = userEvent.setup();
 		const onRowClick = jest.fn();
-		const onRowDeactivate = jest.fn();
 		const ctx: TableRowContext<Row> = {
 			colCount: 1,
 			onRowClick,
-			onRowDeactivate,
 			isRowActive: () => true,
 			getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
 			hasSingleColumn: false,
@@ -152,8 +156,44 @@ describe('TanStackRowCells', () => {
 			</table>,
 		);
 		await user.click(screen.getAllByRole('cell')[0]);
-		expect(onRowDeactivate).toHaveBeenCalled();
-		expect(onRowClick).not.toHaveBeenCalled();
+		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, 'r1', {
+			isActive: true,
+		});
+	});
+
+	it('calls onRowClick with isActive: false when the row is not active', async () => {
+		const user = userEvent.setup();
+		const onRowClick = jest.fn();
+		const ctx: TableRowContext<Row> = {
+			colCount: 1,
+			onRowClick,
+			isRowActive: () => false,
+			getRowKeyData: () => ({ finalKey: 'r1', itemKey: 'r1' }),
+			hasSingleColumn: false,
+			columnOrderKey: '',
+			columnVisibilityKey: '',
+		};
+		const row = buildMockRow([{ id: 'body' }]);
+		render(
+			<table>
+				<tbody>
+					<tr>
+						<TanStackRowCells<Row>
+							row={row as never}
+							context={ctx}
+							itemKind="row"
+							hasSingleColumn={false}
+							columnOrderKey=""
+							columnVisibilityKey=""
+						/>
+					</tr>
+				</tbody>
+			</table>,
+		);
+		await user.click(screen.getAllByRole('cell')[0]);
+		expect(onRowClick).toHaveBeenCalledWith({ id: 'r1' }, 'r1', {
+			isActive: false,
+		});
 	});
 
 	it('does not render renderRowActions before hover', () => {

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

@@ -611,6 +611,7 @@ describe('TanStackTableView Integration', () => {
 			expect(onRowClick).toHaveBeenCalledWith(
 				expect.objectContaining({ id: '1', name: 'Item 1' }),
 				'1',
+				{ isActive: false },
 			);
 		});
 
@@ -639,6 +640,7 @@ describe('TanStackTableView Integration', () => {
 			expect(onRowClick).toHaveBeenCalledWith(
 				expect.objectContaining({ id: '1', name: 'Item 1' }),
 				{ id: '1', name: 'Item 1' },
+				{ isActive: false },
 			);
 		});
 
@@ -659,15 +661,15 @@ describe('TanStackTableView Integration', () => {
 			expect(row).toHaveClass('tableRowActive');
 		});
 
-		it('calls onRowDeactivate when clicking active row', async () => {
+		it('calls onRowClick with isActive: true when clicking the active row', async () => {
+			// The consumer owns open/close routing — the table just reports the
+			// active state via the click context.
 			const user = userEvent.setup();
 			const onRowClick = jest.fn();
-			const onRowDeactivate = jest.fn();
 
 			renderTanStackTable({
 				props: {
 					onRowClick,
-					onRowDeactivate,
 					isRowActive: (row) => row.id === '1',
 				},
 			});
@@ -678,8 +680,11 @@ describe('TanStackTableView Integration', () => {
 
 			await user.click(screen.getByText('Item 1'));
 
-			expect(onRowDeactivate).toHaveBeenCalled();
-			expect(onRowClick).not.toHaveBeenCalled();
+			expect(onRowClick).toHaveBeenCalledWith(
+				expect.objectContaining({ id: '1' }),
+				expect.anything(),
+				{ isActive: true },
+			);
 		});
 
 		it('opens in new tab on ctrl+click', async () => {

frontend/src/components/TanStackTableView/index.tsx

@@ -116,9 +116,11 @@ export * from './useTableParams';
  *   getItemKey={(row) => row.id}
  *   isRowActive={(row) => row.id === selectedId}
  *   activeRowIndex={selectedIndex}
- *   onRowClick={(row, itemKey) => setSelectedId(itemKey)}
+ *   // The table reports the click + the row's active state; the consumer owns open/close.
+ *   onRowClick={(row, itemKey, { isActive }) =>
+ *     setSelectedId(isActive ? undefined : itemKey)
+ *   }
  *   onRowClickNewTab={(row, itemKey) => openInNewTab(itemKey)}
- *   onRowDeactivate={() => setSelectedId(undefined)}
  *   getRowClassName={(row) => (row.severity === 'error' ? 'row-error' : '')}
  *   getRowStyle={(row) => (row.dimmed ? { opacity: 0.5 } : {})}
  *   renderRowActions={(row) => <Button size="small">Open</Button>}

frontend/src/components/TanStackTableView/types.ts

@@ -81,15 +81,19 @@ export type FlatItem<TData> =
 	| { kind: 'row'; row: TanStackRowType<TData> }
 	| { kind: 'expansion'; row: TanStackRowType<TData> };
 
+export type RowClickContext = {
+	isActive: boolean;
+};
+
 export type TableRowContext<TData, TItemKey = string> = {
 	getRowStyle?: (row: TData) => CSSProperties;
 	getRowClassName?: (row: TData) => string;
+	getRowTestId?: (row: TData) => string;
 	isRowActive?: (row: TData) => boolean;
 	renderRowActions?: (row: TData) => ReactNode;
-	onRowClick?: (row: TData, itemKey: TItemKey) => void;
+	onRowClick?: (row: TData, itemKey: TItemKey, context: RowClickContext) => void;
 	/** Called when ctrl+click or cmd+click on a row */
 	onRowClickNewTab?: (row: TData, itemKey: TItemKey) => void;
-	onRowDeactivate?: () => void;
 	renderExpandedRow?: (
 		row: TData,
 		rowKey: string,
@@ -178,12 +182,12 @@ export type TanStackTableProps<TData, TItemKey = string> = {
 	getGroupKey?: (row: TData) => Record<string, string>;
 	getRowStyle?: (row: TData) => CSSProperties;
 	getRowClassName?: (row: TData) => string;
+	getRowTestId?: (row: TData) => string;
 	isRowActive?: (row: TData) => boolean;
 	renderRowActions?: (row: TData) => ReactNode;
-	onRowClick?: (row: TData, itemKey: TItemKey) => void;
+	onRowClick?: (row: TData, itemKey: TItemKey, context: RowClickContext) => void;
 	/** Called when ctrl+click or cmd+click on a row */
 	onRowClickNewTab?: (row: TData, itemKey: TItemKey) => void;
-	onRowDeactivate?: () => void;
 	activeRowIndex?: number;
 	renderExpandedRow?: (
 		row: TData,

frontend/src/constants/localStorage.ts

@@ -45,4 +45,5 @@ export enum LOCALSTORAGE {
 	DASHBOARDS_LIST_VISIBLE_COLUMNS = 'DASHBOARDS_LIST_VISIBLE_COLUMNS',
 	DASHBOARDS_LIST_VIEWS = 'DASHBOARDS_LIST_VIEWS',
 	DASHBOARD_V2_PANEL_COLUMN_WIDTHS = 'DASHBOARD_V2_PANEL_COLUMN_WIDTHS',
+	LLM_ATTRIBUTE_MAPPING_TEST_SPAN = 'LLM_ATTRIBUTE_MAPPING_TEST_SPAN',
 }

frontend/src/constants/reactQueryKeys.ts

@@ -20,10 +20,6 @@ export const REACT_QUERY_KEY = {
 	DELETE_DASHBOARD: 'DELETE_DASHBOARD',
 	LOGS_PIPELINE_PREVIEW: 'LOGS_PIPELINE_PREVIEW',
 	ALERT_RULE_DETAILS: 'ALERT_RULE_DETAILS',
-	ALERT_RULE_STATS: 'ALERT_RULE_STATS',
-	ALERT_RULE_TOP_CONTRIBUTORS: 'ALERT_RULE_TOP_CONTRIBUTORS',
-	ALERT_RULE_TIMELINE_TABLE: 'ALERT_RULE_TIMELINE_TABLE',
-	ALERT_RULE_TIMELINE_GRAPH: 'ALERT_RULE_TIMELINE_GRAPH',
 	GET_CONSUMER_LAG_DETAILS: 'GET_CONSUMER_LAG_DETAILS',
 	TOGGLE_ALERT_STATE: 'TOGGLE_ALERT_STATE',
 	GET_ALL_ALERTS: 'GET_ALL_ALERTS',

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

@@ -1,6 +1,7 @@
-import { useEffect } from 'react';
+import { useEffect, useMemo } from 'react';
 import { useGetAlertRuleDetailsStats } from 'pages/AlertDetails/hooks';
 import DataStateRenderer from 'periscope/components/DataStateRenderer/DataStateRenderer';
+import { StatsTimeSeriesItem } from 'types/api/alerts/def';
 
 import AverageResolutionCard from '../AverageResolutionCard/AverageResolutionCard';
 import StatsCard from '../StatsCard/StatsCard';
@@ -25,24 +26,59 @@ type StatsCardsRendererProps = {
 };
 
 // TODO(shaheer): render the DataStateRenderer inside the TotalTriggeredCard/AverageResolutionCard, it should display the title
+type AdaptedStatsData = {
+	totalCurrentTriggers: number;
+	totalPastTriggers: number;
+	currentAvgResolutionTime: string;
+	pastAvgResolutionTime: string;
+	currentTriggersSeries: StatsTimeSeriesItem[];
+	currentAvgResolutionTimeSeries: StatsTimeSeriesItem[];
+};
+
 function StatsCardsRenderer({
 	setTotalCurrentTriggers,
 }: StatsCardsRendererProps): JSX.Element {
 	const { isLoading, isRefetching, isError, data, isValidRuleId, ruleId } =
 		useGetAlertRuleDetailsStats();
 
-	useEffect(() => {
-		if (data?.payload?.data?.totalCurrentTriggers !== undefined) {
-			setTotalCurrentTriggers(data.payload.data.totalCurrentTriggers);
+	const adaptedData = useMemo((): AdaptedStatsData | null => {
+		if (!data?.data) {
+			return null;
 		}
-	}, [data, setTotalCurrentTriggers]);
+		const statsData = data.data;
+
+		const adaptTimeSeries = (
+			series: typeof statsData.currentTriggersSeries,
+		): StatsTimeSeriesItem[] =>
+			series?.values?.map((item) => ({
+				timestamp: item.timestamp ?? 0,
+				value: String(item.value ?? 0),
+			})) ?? [];
+
+		return {
+			totalCurrentTriggers: statsData.totalCurrentTriggers,
+			totalPastTriggers: statsData.totalPastTriggers,
+			currentAvgResolutionTime: String(statsData.currentAvgResolutionTime),
+			pastAvgResolutionTime: String(statsData.pastAvgResolutionTime),
+			currentTriggersSeries: adaptTimeSeries(statsData.currentTriggersSeries),
+			currentAvgResolutionTimeSeries: adaptTimeSeries(
+				statsData.currentAvgResolutionTimeSeries,
+			),
+		};
+	}, [data?.data]);
+
+	useEffect(() => {
+		if (adaptedData?.totalCurrentTriggers !== undefined) {
+			setTotalCurrentTriggers(adaptedData.totalCurrentTriggers);
+		}
+	}, [adaptedData, setTotalCurrentTriggers]);
 
 	return (
 		<DataStateRenderer
 			isLoading={isLoading}
 			isRefetching={isRefetching}
 			isError={isError || !isValidRuleId || !ruleId}
-			data={data?.payload?.data || null}
+			data={adaptedData}
 		>
 			{(data): JSX.Element => {
 				const {
@@ -60,7 +96,7 @@ function StatsCardsRenderer({
 							<TotalTriggeredCard
 								totalCurrentTriggers={totalCurrentTriggers}
 								totalPastTriggers={totalPastTriggers}
-								timeSeries={currentTriggersSeries?.values}
+								timeSeries={currentTriggersSeries}
 							/>
 						) : (
 							<StatsCard
@@ -77,7 +113,7 @@ function StatsCardsRenderer({
 							<AverageResolutionCard
 								currentAvgResolutionTime={currentAvgResolutionTime}
 								pastAvgResolutionTime={pastAvgResolutionTime}
-								timeSeries={currentAvgResolutionTimeSeries?.values}
+								timeSeries={currentAvgResolutionTimeSeries}
 							/>
 						) : (
 							<StatsCard

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

@@ -1,6 +1,8 @@
+import { useMemo } from 'react';
 import { useGetAlertRuleDetailsTopContributors } from 'pages/AlertDetails/hooks';
+import { labelsArrayToObject } from 'container/AlertHistory/utils/labelAdapters';
 import DataStateRenderer from 'periscope/components/DataStateRenderer/DataStateRenderer';
-import { AlertRuleStats } from 'types/api/alerts/def';
+import { AlertRuleStats, AlertRuleTopContributors } from 'types/api/alerts/def';
 
 import TopContributorsCard from '../TopContributorsCard/TopContributorsCard';
 
@@ -13,15 +15,27 @@ function TopContributorsRenderer({
 }: TopContributorsRendererProps): JSX.Element {
 	const { isLoading, isRefetching, isError, data, isValidRuleId, ruleId } =
 		useGetAlertRuleDetailsTopContributors();
-	const response = data?.payload?.data;
 
 	// TODO(shaheer): render the DataStateRenderer inside the TopContributorsCard, it should display the title and view all
+	const adaptedData = useMemo((): AlertRuleTopContributors[] | null => {
+		if (!data?.data) {
+			return null;
+		}
+		return data.data.map((contributor) => ({
+			fingerprint: contributor.fingerprint,
+			count: contributor.count,
+			labels: labelsArrayToObject(contributor.labels),
+			relatedLogsLink: contributor.relatedLogsLink ?? '',
+			relatedTracesLink: contributor.relatedTracesLink ?? '',
+		}));
+	}, [data?.data]);
+
 	return (
 		<DataStateRenderer
 			isLoading={isLoading}
 			isRefetching={isRefetching}
 			isError={isError || !isValidRuleId || !ruleId}
-			data={response || null}
+			data={adaptedData}
 		>
 			{(topContributorsData): JSX.Element => (
 				<TopContributorsCard

frontend/src/container/AlertHistory/Timeline/Graph/constants.ts

@@ -1,12 +1,18 @@
 import { Color } from '@signozhq/design-tokens';
+import { RuletypesAlertStateDTO } from 'api/generated/services/sigNoz.schemas';
 
-export const ALERT_STATUS: { [key: string]: number } = {
-	firing: 0,
-	inactive: 1,
+export const ALERT_STATUS: Record<RuletypesAlertStateDTO, number> & {
+	[key: string]: number;
+} = {
+	[RuletypesAlertStateDTO.firing]: 0,
+	[RuletypesAlertStateDTO.inactive]: 1,
 	normal: 1,
-	'no-data': 2,
-	disabled: 3,
-	muted: 4,
+	[RuletypesAlertStateDTO.pending]: 2,
+	[RuletypesAlertStateDTO.recovering]: 2,
+	'no-data': 3,
+	[RuletypesAlertStateDTO.nodata]: 3,
+	[RuletypesAlertStateDTO.disabled]: 4,
+	muted: 5,
 };
 
 export const STATE_VS_COLOR: {
@@ -16,9 +22,10 @@ export const STATE_VS_COLOR: {
 	{
 		0: { stroke: Color.BG_CHERRY_500, fill: Color.BG_CHERRY_500 },
 		1: { stroke: Color.BG_FOREST_500, fill: Color.BG_FOREST_500 },
-		2: { stroke: Color.BG_SIENNA_400, fill: Color.BG_SIENNA_400 },
-		3: { stroke: Color.BG_VANILLA_400, fill: Color.BG_VANILLA_400 },
-		4: { stroke: Color.BG_INK_100, fill: Color.BG_INK_100 },
+		2: { stroke: Color.BG_AMBER_500, fill: Color.BG_AMBER_500 },
+		3: { stroke: Color.BG_SIENNA_400, fill: Color.BG_SIENNA_400 },
+		4: { stroke: Color.BG_VANILLA_400, fill: Color.BG_VANILLA_400 },
+		5: { stroke: Color.BG_INK_100, fill: Color.BG_INK_100 },
 	},
 ];
 

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

@@ -1,6 +1,8 @@
+import { useMemo } from 'react';
 import useUrlQuery from 'hooks/useUrlQuery';
 import { useGetAlertRuleDetailsTimelineGraphData } from 'pages/AlertDetails/hooks';
 import DataStateRenderer from 'periscope/components/DataStateRenderer/DataStateRenderer';
+import { AlertRuleTimelineGraphResponse } from 'types/api/alerts/def';
 
 import Graph from '../Graph/Graph';
 
@@ -18,26 +20,16 @@ function GraphWrapper({
 	const { isLoading, isRefetching, isError, data, isValidRuleId, ruleId } =
 		useGetAlertRuleDetailsTimelineGraphData();
 
-	// TODO(shaheer): uncomment when the API is ready for
-	// const { startTime } = useAlertHistoryQueryParams();
-
-	// const [isVerticalGraph, setIsVerticalGraph] = useState(false);
-
-	// useEffect(() => {
-	// 	const checkVerticalGraph = (): void => {
-	// 		if (startTime) {
-	// 			const startTimeDate = dayjs(Number(startTime));
-	// 			const twentyFourHoursAgo = dayjs().subtract(
-	// 				HORIZONTAL_GRAPH_HOURS_THRESHOLD,
-	// 				DAYJS_MANIPULATE_TYPES.HOUR,
-	// 			);
-
-	// 			setIsVerticalGraph(startTimeDate.isBefore(twentyFourHoursAgo));
-	// 		}
-	// 	};
-
-	// 	checkVerticalGraph();
-	// }, [startTime]);
+	const adaptedData = useMemo((): AlertRuleTimelineGraphResponse[] | null => {
+		if (!data?.data) {
+			return null;
+		}
+		return data.data.map((item) => ({
+			start: item.start,
+			end: item.end,
+			state: item.state as AlertRuleTimelineGraphResponse['state'],
+		}));
+	}, [data?.data]);
 
 	return (
 		<div className="timeline-graph">
@@ -49,7 +41,7 @@ function GraphWrapper({
 					isLoading={isLoading}
 					isError={isError || !isValidRuleId || !ruleId}
 					isRefetching={isRefetching}
-					data={data?.payload?.data || null}
+					data={adaptedData}
 				>
 					{(data): JSX.Element => <Graph type="horizontal" data={data} />}
 				</DataStateRenderer>

frontend/src/container/AlertHistory/Timeline/Table/Table.styles.scss

@@ -1,11 +1,35 @@
 .timeline-table {
 	border-top: 1px solid var(--l1-border);
 	border-radius: 6px;
-	overflow: hidden;
 	margin-top: 4px;
 	min-height: 600px;
+
+	&__filter {
+		padding: 12px 16px;
+		background: var(--l1-background);
+		border-bottom: 1px solid var(--l1-border);
+	}
+
+	&__filter-row {
+		display: flex;
+		align-items: center;
+		gap: 8px;
+	}
+
+	&__filter-search {
+		flex: 1;
+	}
+
+	&__filter--loading,
+	&__filter--loading-skeleton {
+		width: 100% !important;
+	}
+
 	.ant-table {
 		background: var(--l1-background);
+		&-placeholder {
+			background: var(--l1-background) !important;
+		}
 		&-cell {
 			padding: 12px 16px !important;
 			vertical-align: baseline;
@@ -23,6 +47,9 @@
 		&-tbody > tr > td {
 			border: none;
 		}
+		&-footer {
+			background-color: var(--l1-background);
+		}
 	}
 
 	.label-filter {
@@ -86,4 +113,38 @@
 			background: var(--l2-background);
 		}
 	}
+
+	&__error {
+		display: flex;
+		align-self: flex-start;
+		justify-content: flex-start;
+		text-align: left;
+	}
+
+	&__pagination {
+		display: flex;
+		justify-content: flex-end;
+		align-items: center;
+		gap: var(--spacing-4);
+		padding: var(--spacing-6) var(--spacing-8);
+		background: var(--l1-background);
+
+		.pagination-controls {
+			display: flex;
+			gap: 4px;
+
+			.ant-btn {
+				display: flex;
+				align-items: center;
+				justify-content: center;
+				padding: 4px;
+				min-width: 24px;
+				height: 24px;
+
+				&:disabled {
+					opacity: 0.4;
+				}
+			}
+		}
+	}
 }

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

@@ -1,52 +1,126 @@
-import { HTMLAttributes, useMemo, useState } from 'react';
-import { useTranslation } from 'react-i18next';
-import { Table } from 'antd';
+import { HTMLAttributes, useCallback, useMemo } from 'react';
+import { Button, Skeleton, Table } from 'antd';
+import { ChevronLeft, ChevronRight } from '@signozhq/icons';
 import logEvent from 'api/common/logEvent';
-import { initialFilters } from 'constants/queryBuilder';
+import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
+import ErrorContent from 'components/ErrorModal/components/ErrorContent';
+import {
+	QuerySearchV2Provider,
+	useExpression,
+	useInputExpression,
+	useQuerySearchOnChange,
+	useQuerySearchOnRun,
+} from 'components/QueryBuilderV2';
+import QuerySearch from 'components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch';
+import { initialQueryBuilderFormValuesMap } from 'constants/queryBuilder';
+import RunQueryBtn from 'container/QueryBuilder/components/RunQueryBtn/RunQueryBtn';
 import {
 	useGetAlertRuleDetailsTimelineTable,
 	useTimelineTable,
 } from 'pages/AlertDetails/hooks';
+import { labelsArrayToObject } from 'container/AlertHistory/utils/labelAdapters';
 import { useTimezone } from 'providers/Timezone';
 import { AlertRuleTimelineTableResponse } from 'types/api/alerts/def';
-import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
+import { DataSource } from 'types/common/queryBuilder';
 
+import { useAlertHistoryFilterSuggestions } from './useAlertHistoryFilterSuggestions';
 import { timelineTableColumns } from './useTimelineTable';
 
 import './Table.styles.scss';
 
-function TimelineTable(): JSX.Element {
-	const [filters, setFilters] = useState<TagFilter>(initialFilters);
+export const ALERT_HISTORY_EXPRESSION_KEY = 'alertHistoryExpression';
 
-	const { isLoading, isRefetching, isError, data, isValidRuleId, ruleId } =
-		useGetAlertRuleDetailsTimelineTable({ filters });
+function TimelineTableContent(): JSX.Element {
+	const expression = useExpression();
+	const inputExpression = useInputExpression();
+	const querySearchOnChange = useQuerySearchOnChange();
+	const querySearchOnRun = useQuerySearchOnRun();
+
+	const {
+		isLoading,
+		isRefetching,
+		isError,
+		data,
+		error,
+		ruleId,
+		refetch,
+		cancel,
+	} = useGetAlertRuleDetailsTimelineTable({ filterExpression: expression });
+
+	const apiError = useMemo(() => convertToApiError(error), [error]);
+
+	const { hardcodedAttributeKeys, valueSuggestionsOverride, isLoadingKeys } =
+		useAlertHistoryFilterSuggestions(ruleId ?? null);
+
+	const { timelineData, totalItems, nextCursor } = useMemo(() => {
+		const response = data?.data;
+		const items: AlertRuleTimelineTableResponse[] | undefined =
+			response?.items?.map((item) => {
+				return {
+					ruleID: item.ruleId,
+					ruleName: item.ruleName,
+					overallState: item.overallState as string,
+					overallStateChanged: item.overallStateChanged,
+					state: item.state as string,
+					stateChanged: item.stateChanged,
+					unixMilli: item.unixMilli,
+					fingerprint: item.fingerprint,
+					value: item.value,
+					labels: labelsArrayToObject(item.labels),
+					relatedLogsLink: item.relatedLogsLink,
+					relatedTracesLink: item.relatedTracesLink,
+				};
+			});
 
-	const { timelineData, totalItems, labels } = useMemo(() => {
-		const response = data?.payload?.data;
 		return {
-			timelineData: response?.items,
-			totalItems: response?.total,
-			labels: response?.labels,
+			timelineData: items,
+			totalItems: response?.total ?? 0,
+			nextCursor: response?.nextCursor,
 		};
-	}, [data?.payload?.data]);
+	}, [data?.data]);
 
-	const { paginationConfig, onChangeHandler } = useTimelineTable({
+	const {
+		paginationConfig,
+		onChangeHandler,
+		handleNextPage,
+		handlePrevPage,
+		hasNextPage,
+		hasPrevPage,
+	} = useTimelineTable({
 		totalItems: totalItems ?? 0,
+		nextCursor,
 	});
 
-	const { t } = useTranslation('common');
-
 	const { formatTimezoneAdjustedTimestamp } = useTimezone();
 
-	if (isError || !isValidRuleId || !ruleId) {
-		return <div>{t('something_went_wrong')}</div>;
-	}
+	const handleRunQuery = useCallback(
+		(updatedExpression?: string): void => {
+			const nextExpression = updatedExpression ?? inputExpression;
+			querySearchOnRun(nextExpression);
+
+			if (nextExpression === expression) {
+				refetch();
+			}
+		},
+		[querySearchOnRun, refetch, inputExpression, expression],
+	);
+
+	const queryData = useMemo(
+		() => ({
+			...initialQueryBuilderFormValuesMap.logs,
+			queryName: 'A',
+			dataSource: DataSource.LOGS,
+			filter: { expression },
+			expression,
+		}),
+		[expression],
+	);
 
 	const handleRowClick = (
 		record: AlertRuleTimelineTableResponse,
 	): HTMLAttributes<AlertRuleTimelineTableResponse> => ({
 		onClick: (): void => {
-			logEvent('Alert history: Timeline table row: Clicked', {
+			void logEvent('Alert history: Timeline table row: Clicked', {
 				ruleId: record.ruleID,
 				labels: record.labels,
 			});
@@ -55,23 +129,106 @@ function TimelineTable(): JSX.Element {
 
 	return (
 		<div className="timeline-table">
+			{/* If we don't wait to have the keys, the QuerySearch will not render them at first usage */}
+			{!isLoadingKeys && hardcodedAttributeKeys ? (
+				<div className="timeline-table__filter">
+					<div className="timeline-table__filter-row">
+						<div className="timeline-table__filter-search">
+							<QuerySearch
+								onChange={querySearchOnChange}
+								queryData={queryData}
+								dataSource={DataSource.LOGS}
+								onRun={handleRunQuery}
+								hardcodedAttributeKeys={hardcodedAttributeKeys}
+								valueSuggestionsOverride={valueSuggestionsOverride}
+							/>
+						</div>
+						<RunQueryBtn
+							isLoadingQueries={isLoading || isRefetching}
+							onStageRunQuery={(): void => handleRunQuery()}
+							handleCancelQuery={cancel}
+						/>
+					</div>
+				</div>
+			) : (
+				<div className="timeline-table__filter timeline-table__filter--loading">
+					<Skeleton.Input
+						className="timeline-table__filter--loading-skeleton"
+						active
+					/>
+				</div>
+			)}
 			<Table
 				rowKey={(row): string => `${row.fingerprint}-${row.value}-${row.unixMilli}`}
 				columns={timelineTableColumns({
-					filters,
-					labels: labels ?? {},
-					setFilters,
 					formatTimezoneAdjustedTimestamp,
 				})}
 				onRow={handleRowClick}
 				dataSource={timelineData}
-				pagination={paginationConfig}
+				pagination={false}
 				size="middle"
 				onChange={onChangeHandler}
 				loading={isLoading || isRefetching}
+				locale={{
+					emptyText:
+						isError && apiError ? (
+							<div className="timeline-table__error">
+								<ErrorContent error={apiError} />
+							</div>
+						) : undefined,
+				}}
+				footer={(): JSX.Element => (
+					<div className="timeline-table__pagination">
+						<div className="timeline-table__pagination-info">
+							{paginationConfig.showTotal?.(totalItems, [
+								totalItems === 0
+									? 0
+									: ((paginationConfig.current ?? 1) - 1) *
+											(paginationConfig.pageSize ?? 10) +
+										1,
+								Math.min(
+									(paginationConfig.current ?? 1) * (paginationConfig.pageSize ?? 10),
+									totalItems,
+								),
+							])}
+						</div>
+						<div className="pagination-controls">
+							<Button
+								type="text"
+								size="small"
+								disabled={!hasPrevPage}
+								onClick={handlePrevPage}
+								data-testid="timeline-prev-page"
+							>
+								<ChevronLeft size={14} />
+							</Button>
+							<Button
+								type="text"
+								size="small"
+								disabled={!hasNextPage}
+								onClick={handleNextPage}
+								data-testid="timeline-next-page"
+							>
+								<ChevronRight size={14} />
+							</Button>
+						</div>
+					</div>
+				)}
 			/>
 		</div>
 	);
 }
 
+function TimelineTable(): JSX.Element {
+	return (
+		<QuerySearchV2Provider
+			queryParamKey={ALERT_HISTORY_EXPRESSION_KEY}
+			initialExpression=""
+			persistOnUnmount
+		>
+			<TimelineTableContent />
+		</QuerySearchV2Provider>
+	);
+}
+
 export default TimelineTable;

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

@@ -0,0 +1,100 @@
+import { useCallback, useMemo } from 'react';
+import {
+	getRuleHistoryFilterValues,
+	useGetRuleHistoryFilterKeys,
+} from 'api/generated/services/rules';
+import { useAlertHistoryQueryParams } from 'pages/AlertDetails/hooks';
+import { QueryKeyDataSuggestionsProps } from 'types/api/querySuggestions/types';
+import { fieldContextToSuggestionContext } from 'container/AlertHistory/Timeline/Table/utils';
+
+export interface AlertHistoryFilterSuggestions {
+	hardcodedAttributeKeys: QueryKeyDataSuggestionsProps[];
+	valueSuggestionsOverride: (
+		key: string,
+		searchText: string,
+	) => Promise<{
+		stringValues: string[];
+		numberValues: number[];
+		complete: boolean;
+	}>;
+	isLoadingKeys: boolean;
+}
+
+export function useAlertHistoryFilterSuggestions(
+	ruleId: string | null,
+): AlertHistoryFilterSuggestions {
+	const { startTime, endTime } = useAlertHistoryQueryParams();
+
+	const { data: filterKeysData, isLoading: isLoadingKeys } =
+		useGetRuleHistoryFilterKeys(
+			{ id: ruleId ?? '' },
+			{ startUnixMilli: startTime, endUnixMilli: endTime },
+			{
+				query: {
+					enabled: !!ruleId,
+					refetchOnMount: false,
+					refetchOnWindowFocus: false,
+				},
+			},
+		);
+
+	const hardcodedAttributeKeys = useMemo((): QueryKeyDataSuggestionsProps[] => {
+		const keys = filterKeysData?.data?.keys;
+		if (!keys) {
+			// by default, when QuerySearch keys fails, we don't render fallback keys
+			// we just return empty to let user write whatever they want with no
+			// key suggestion
+			return [];
+		}
+		return Object.values(keys).flatMap((items) =>
+			items.map(
+				(item) =>
+					({
+						label: item.name,
+						name: item.name,
+						type: item.fieldDataType || 'string',
+						signal: 'logs' as const,
+						fieldDataType: item.fieldDataType,
+						fieldContext: fieldContextToSuggestionContext(item.fieldContext),
+					}) satisfies QueryKeyDataSuggestionsProps,
+			),
+		);
+	}, [filterKeysData]);
+
+	const valueSuggestionsOverride = useCallback(
+		async (
+			key: string,
+			searchText: string,
+		): Promise<{
+			stringValues: string[];
+			numberValues: number[];
+			complete: boolean;
+		}> => {
+			if (!ruleId) {
+				return {
+					stringValues: [],
+					numberValues: [],
+					complete: true,
+				};
+			}
+			const response = await getRuleHistoryFilterValues(
+				{ id: ruleId },
+				{
+					name: key,
+					searchText,
+					startUnixMilli: startTime,
+					endUnixMilli: endTime,
+				},
+			);
+			const values = response.data?.values;
+			return {
+				stringValues: values?.stringValues ?? [],
+				numberValues: values?.numberValues ?? [],
+				complete: response.data?.complete ?? false,
+			};
+		},
+		[ruleId, startTime, endTime],
+	);
+
+	return { hardcodedAttributeKeys, valueSuggestionsOverride, isLoadingKeys };
+}

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

@@ -1,83 +1,15 @@
-import { useMemo } from 'react';
-import { Ellipsis, Search } from '@signozhq/icons';
-import { Color } from '@signozhq/design-tokens';
-import { Button, TableColumnsType as ColumnsType } from 'antd';
-import ClientSideQBSearch, {
-	AttributeKey,
-} from 'components/ClientSideQBSearch/ClientSideQBSearch';
+import { Ellipsis } from '@signozhq/icons';
+import { Button, TableColumnsType as ColumnsType, Tooltip } from 'antd';
 import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
 import { ConditionalAlertPopover } from 'container/AlertHistory/AlertPopover/AlertPopover';
-import { transformKeyValuesToAttributeValuesMap } from 'container/QueryBuilder/filters/utils';
-import { useIsDarkMode } from 'hooks/useDarkMode';
 import { TimestampInput } from 'hooks/useTimezoneFormatter/useTimezoneFormatter';
-import AlertLabels, {
-	AlertLabelsProps,
-} from 'pages/AlertDetails/AlertHeader/AlertLabels/AlertLabels';
+import AlertLabels from 'pages/AlertDetails/AlertHeader/AlertLabels/AlertLabels';
 import AlertState from 'pages/AlertDetails/AlertHeader/AlertState/AlertState';
 import { AlertRuleTimelineTableResponse } from 'types/api/alerts/def';
-import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
-
-const transformLabelsToQbKeys = (
-	labels: AlertRuleTimelineTableResponse['labels'],
-): AttributeKey[] => Object.keys(labels).flatMap((key) => [{ key }]);
-
-function LabelFilter({
-	filters,
-	setFilters,
-	labels,
-}: {
-	setFilters: (filters: TagFilter) => void;
-	filters: TagFilter;
-	labels: AlertLabelsProps['labels'];
-}): JSX.Element | null {
-	const isDarkMode = useIsDarkMode();
-
-	const { transformedKeys, attributesMap } = useMemo(
-		() => ({
-			transformedKeys: transformLabelsToQbKeys(labels || {}),
-			attributesMap: transformKeyValuesToAttributeValuesMap(labels),
-		}),
-		[labels],
-	);
-
-	const handleSearch = (tagFilters: TagFilter): void => {
-		const tagFiltersLength = tagFilters.items.length;
-
-		if (
-			(!tagFiltersLength && (!filters || !filters.items.length)) ||
-			tagFiltersLength === filters?.items.length
-		) {
-			return;
-		}
-		setFilters(tagFilters);
-	};
-
-	return (
-		<ClientSideQBSearch
-			onChange={handleSearch}
-			filters={filters}
-			className="alert-history-label-search"
-			attributeKeys={transformedKeys}
-			attributeValuesMap={attributesMap}
-			suffixIcon={
-				<Search
-					size={14}
-					color={isDarkMode ? Color.TEXT_VANILLA_100 : Color.TEXT_INK_100}
-				/>
-			}
-		/>
-	);
-}
 
 export const timelineTableColumns = ({
-	filters,
-	labels,
-	setFilters,
 	formatTimezoneAdjustedTimestamp,
 }: {
-	filters: TagFilter;
-	labels: AlertLabelsProps['labels'];
-	setFilters: (filters: TagFilter) => void;
 	formatTimezoneAdjustedTimestamp: (
 		input: TimestampInput,
 		format?: string,
@@ -95,9 +27,7 @@ export const timelineTableColumns = ({
 		),
 	},
 	{
-		title: (
-			<LabelFilter setFilters={setFilters} filters={filters} labels={labels} />
-		),
+		title: 'LABELS',
 		dataIndex: 'labels',
 		render: (labels): JSX.Element => (
 			<div className="alert-rule-labels">
@@ -119,15 +49,27 @@ export const timelineTableColumns = ({
 		title: 'ACTIONS',
 		width: 140,
 		align: 'right',
-		render: (record): JSX.Element => (
-			<ConditionalAlertPopover
-				relatedTracesLink={record.relatedTracesLink}
-				relatedLogsLink={record.relatedLogsLink}
-			>
-				<Button type="text" ghost>
-					<Ellipsis className="dropdown-icon" size="md" />
-				</Button>
-			</ConditionalAlertPopover>
-		),
+		render: (_, record): JSX.Element => {
+			if (!record.relatedTracesLink && !record.relatedLogsLink) {
+				return (
+					<Tooltip title="No links available for this item">
+						<Button type="text" ghost disabled>
+							<Ellipsis className="dropdown-icon" size="md" />
+						</Button>
+					</Tooltip>
+				);
+			}
+
+			return (
+				<ConditionalAlertPopover
+					relatedTracesLink={record.relatedTracesLink ?? ''}
+					relatedLogsLink={record.relatedLogsLink ?? ''}
+				>
+					<Button type="text" ghost>
+						<Ellipsis className="dropdown-icon" size="md" />
+					</Button>
+				</ConditionalAlertPopover>
+			);
+		},
 	},
 ];

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

@@ -0,0 +1,53 @@
+import {
+	Options,
+	parseAsInteger,
+	parseAsStringLiteral,
+	useQueryState,
+	UseQueryStateReturn,
+} from 'nuqs';
+import { TIMELINE_TABLE_PAGE_SIZE } from 'container/AlertHistory/constants';
+
+const defaultNuqsOptions: Options = {
+	history: 'push',
+};
+
+export const TIMELINE_TABLE_PARAMS = {
+	PAGE: 'page',
+	ORDER: 'order',
+} as const;
+
+const ORDER_VALUES = ['asc', 'desc'] as const;
+export type OrderDirection = (typeof ORDER_VALUES)[number];
+
+export const useTimelineTablePage = (): UseQueryStateReturn<number, number> =>
+	useQueryState(
+		TIMELINE_TABLE_PARAMS.PAGE,
+		parseAsInteger.withDefault(1).withOptions(defaultNuqsOptions),
+	);
+
+export const useTimelineTableOrder = (): UseQueryStateReturn<
+	OrderDirection,
+	OrderDirection
+> =>
+	useQueryState(
+		TIMELINE_TABLE_PARAMS.ORDER,
+		parseAsStringLiteral(ORDER_VALUES)
+			.withDefault('asc')
+			.withOptions(defaultNuqsOptions),
+	);
+
+export function encodeCursor(page: number, limit: number): string | undefined {
+	if (page <= 1) {
+		return undefined;
+	}
+	const offset = (page - 1) * limit;
+	// Backend uses base64.RawURLEncoding (URL-safe, no padding)
+	return btoa(JSON.stringify({ offset, limit }))
+		.replace(/\+/g, '-')
+		.replace(/\//g, '_')
+		.replace(/=+$/, '');
+}
+
+export function computeCursorForPage(page: number): string | undefined {
+	return encodeCursor(page, TIMELINE_TABLE_PAGE_SIZE);
+}

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

@@ -0,0 +1,26 @@
+import { TelemetrytypesFieldContextDTO } from 'api/generated/services/sigNoz.schemas';
+import { QueryKeyDataSuggestionsProps } from 'types/api/querySuggestions/types';
+
+const fieldContextToSuggestionMap: Record<
+	TelemetrytypesFieldContextDTO,
+	QueryKeyDataSuggestionsProps['fieldContext']
+> = {
+	[TelemetrytypesFieldContextDTO.resource]: 'resource',
+	[TelemetrytypesFieldContextDTO.span]: 'span',
+	[TelemetrytypesFieldContextDTO.attribute]: 'attribute',
+	// no maps for the following values on suggestion context
+	[TelemetrytypesFieldContextDTO.body]: undefined,
+	[TelemetrytypesFieldContextDTO.metric]: undefined,
+	[TelemetrytypesFieldContextDTO.log]: undefined,
+	[TelemetrytypesFieldContextDTO['']]: undefined,
+};
+
+export function fieldContextToSuggestionContext(
+	fc: TelemetrytypesFieldContextDTO | undefined,
+): QueryKeyDataSuggestionsProps['fieldContext'] {
+	if (fc === undefined) {
+		return undefined;
+	}
+
+	return fieldContextToSuggestionMap[fc];
+}

frontend/src/container/AlertHistory/utils/labelAdapters.ts

@@ -0,0 +1,19 @@
+import type { Querybuildertypesv5LabelDTO } from 'api/generated/services/sigNoz.schemas';
+import type { Labels } from 'types/api/alerts/def';
+
+export function labelsArrayToObject(
+	labels: Querybuildertypesv5LabelDTO[] | null | undefined,
+): Labels {
+	if (!labels) {
+		return {};
+	}
+
+	return labels.reduce<Labels>((acc, label) => {
+		const key = label.key?.name ?? '';
+		const value = String(label.value ?? '');
+		if (key) {
+			acc[key] = value;
+		}
+		return acc;
+	}, {});
+}

frontend/src/container/AppLayout/index.tsx

@@ -104,6 +104,7 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 		isFetchingFeatureFlags,
 		featureFlagsFetchError,
 		userPreferences,
+		isFetchingUserPreferences,
 		updateChangelog,
 		toggleChangelogModal,
 		showChangelogModal,
@@ -724,12 +725,12 @@ function AppLayout(props: AppLayoutProps): JSX.Element {
 		}
 	}, []);
 
-	// Set sidebar as loaded after user preferences are fetched
+	// Set sidebar as loaded after user preferences fetch completes (success or error)
 	useEffect(() => {
-		if (userPreferences !== null) {
+		if (!isFetchingUserPreferences) {
 			setIsSidebarLoaded(true);
 		}
-	}, [userPreferences]);
+	}, [isFetchingUserPreferences]);
 
 	// Use localStorage value as fallback until preferences are loaded
 	const isSideNavPinned = isSidebarLoaded

frontend/src/container/DashboardContainer/visualization/charts/utils/__tests__/sortByMeanDesc.test.ts

@@ -0,0 +1,66 @@
+import { sortByMeanDesc } from '../sortByMeanDesc';
+
+interface Item {
+	name: string;
+	values: (number | null)[];
+}
+
+const item = (name: string, values: (number | null)[]): Item => ({
+	name,
+	values,
+});
+
+const sorted = (items: Item[]): string[] =>
+	sortByMeanDesc(items, {
+		getValues: (entry) => entry.values,
+		getKey: (entry) => entry.name,
+	}).map((entry) => entry.name);
+
+describe('sortByMeanDesc', () => {
+	it('orders items by descending mean', () => {
+		expect(
+			sorted([item('a', [1, 1]), item('b', [10, 20]), item('c', [5, 5])]),
+		).toStrictEqual(['b', 'c', 'a']);
+	});
+
+	it('sinks items with no finite values to the bottom', () => {
+		expect(
+			sorted([item('a', []), item('b', [NaN, Infinity]), item('c', [1])]),
+		).toStrictEqual(['c', 'a', 'b']);
+	});
+
+	it('ignores non-finite and null values when averaging', () => {
+		// Mean over the finite values only is 10, so NaN must not poison it to last place.
+		expect(
+			sorted([item('a', [2, 2]), item('b', [10, NaN]), item('c', [4, null])]),
+		).toStrictEqual(['b', 'c', 'a']);
+	});
+
+	it('produces the same order whichever order the items arrive in', () => {
+		const a = item('a', [5]);
+		const b = item('b', [5]);
+		const c = item('c', [9]);
+
+		expect(sorted([a, b, c])).toStrictEqual(sorted([c, b, a]));
+		expect(sorted([b, a, c])).toStrictEqual(['c', 'a', 'b']);
+	});
+
+	it('tiebreaks equal means on the key', () => {
+		expect(sorted([item('b', [1]), item('a', [1])])).toStrictEqual(['a', 'b']);
+	});
+
+	it('tiebreaks on the key for items that have no finite values either', () => {
+		expect(sorted([item('b', []), item('a', [NaN])])).toStrictEqual(['a', 'b']);
+	});
+
+	it('does not mutate the input array', () => {
+		const items = [item('a', [1]), item('b', [9])];
+
+		expect(sorted(items)).toStrictEqual(['b', 'a']);
+		expect(items.map((entry) => entry.name)).toStrictEqual(['a', 'b']);
+	});
+
+	it('returns an empty array for no items', () => {
+		expect(sorted([])).toStrictEqual([]);
+	});
+});

frontend/src/container/DashboardContainer/visualization/charts/utils/sortByMeanDesc.ts

@@ -0,0 +1,45 @@
+type MeanInput = number | null | undefined;
+
+function finiteMean(values: Iterable<MeanInput>): number | null {
+	let sum = 0;
+	let count = 0;
+	for (const value of values) {
+		if (typeof value === 'number' && Number.isFinite(value)) {
+			sum += value;
+			count += 1;
+		}
+	}
+	return count > 0 ? sum / count : null;
+}
+
+export interface SortByMeanDescOptions<T> {
+	/** Numeric values of an item; non-finite entries are ignored. */
+	getValues: (item: T) => Iterable<MeanInput>;
+	/** Stable identity of an item, used to break ties on equal means. */
+	getKey: (item: T) => string;
+}
+
+/**
+ * Orders series by descending mean, on a copy (V1 parity: `utils/getSortedSeriesData`). The wire
+ * order can't stand in for it: the backend returns series in Go map-iteration order.
+ *
+ * Call this before building the uPlot config and aligned data — those two and click attribution
+ * all index the list positionally, and uPlot draws a stacked bar's segments in series-index order.
+ */
+export function sortByMeanDesc<T>(
+	items: T[],
+	{ getValues, getKey }: SortByMeanDescOptions<T>,
+): T[] {
+	return items
+		.map((item) => ({ item, mean: finiteMean(getValues(item)) }))
+		.sort((a, b) => {
+			if (a.mean !== null && b.mean !== null && a.mean !== b.mean) {
+				return b.mean - a.mean;
+			}
+			if ((a.mean === null) !== (b.mean === null)) {
+				return a.mean === null ? 1 : -1;
+			}
+			return getKey(a.item).localeCompare(getKey(b.item));
+		})
+		.map(({ item }) => item);
+}

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

@@ -15,6 +15,18 @@ jest.mock('@signozhq/ui/sonner', () => ({
 	},
 }));
 
+import { useAuthZ } from 'lib/authz/hooks/useAuthZ/useAuthZ';
+import {
+	mockUseAuthZDenyAll,
+	mockUseAuthZGrantAll,
+} from 'lib/authz/utils/authz-test-utils';
+
+// Admin gating on the write controls flows through useAuthZ. Mock it directly
+// (synchronous) so the functional tests stay synchronous; the read-only block
+// below flips it to deny-all.
+jest.mock('lib/authz/hooks/useAuthZ/useAuthZ');
+const mockedUseAuthZ = useAuthZ as jest.MockedFunction<typeof useAuthZ>;
+
 import {
 	GROUPS_ENDPOINT,
 	makeGroupsResponse,
@@ -102,6 +114,8 @@ describe('AttributeMappingsTab (integration)', () => {
 	beforeEach(() => {
 		// Reset URL state between tests — jsdom shares window.location across a file.
 		window.history.pushState(null, '', '/');
+		// Default to an admin; the read-only block overrides this.
+		mockedUseAuthZ.mockImplementation(mockUseAuthZGrantAll);
 	});
 
 	afterEach(() => {
@@ -507,4 +521,55 @@ describe('AttributeMappingsTab (integration)', () => {
 			).resolves.toBeInTheDocument();
 		});
 	});
+
+	// The write APIs (create/update/delete group & mapper) are Admin-only on the
+	// backend, so a non-admin gets a read-only view: the data renders, but every
+	// write control is hidden.
+	describe('read-only (non-admin)', () => {
+		beforeEach(() => {
+			mockedUseAuthZ.mockImplementation(mockUseAuthZDenyAll);
+		});
+
+		it('hides the "Add a new group" button', async () => {
+			setupGroups();
+			render(<AttributeMappingsTabWithStore />);
+
+			await screen.findByTestId('group-name-group-1');
+			expect(screen.queryByTestId('add-group-row')).not.toBeInTheDocument();
+		});
+
+		it('hides the group enable toggle and actions menu', async () => {
+			setupGroups();
+			render(<AttributeMappingsTabWithStore />);
+
+			await screen.findByTestId('group-name-group-1');
+			expect(
+				screen.queryByTestId('group-enabled-group-1'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('group-actions-group-1'),
+			).not.toBeInTheDocument();
+		});
+
+		it('renders mappers read-only: no "Add mapping" button or row actions', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+			setupGroups();
+			setupMappers([makeMapper({ id: 'mapper-1', name: 'gen_ai.request.model' })]);
+			render(<AttributeMappingsTabWithStore />);
+
+			await screen.findByTestId('group-name-group-1');
+			await expandGroup(user);
+
+			// The mapper still renders...
+			await screen.findByTestId('mapper-target-mapper-1');
+			// ...but every write control is gone.
+			expect(screen.queryByTestId('add-mapper-group-1')).not.toBeInTheDocument();
+			expect(
+				screen.queryByTestId('mapper-enabled-mapper-1'),
+			).not.toBeInTheDocument();
+			expect(
+				screen.queryByRole('button', { name: 'Mapping actions' }),
+			).not.toBeInTheDocument();
+		});
+	});
 });

frontend/src/container/LLMObservability/AttributeMapping/AttributeMappingsTab/components/MappingsTable/GroupHeaderActions/GroupHeaderActions.tsx

@@ -1,6 +1,7 @@
 import { Switch } from '@signozhq/ui/switch';
 
 import { DraftGroup } from 'container/LLMObservability/AttributeMapping/types';
+import { useCanManageAttributeMapping } from 'container/LLMObservability/AttributeMapping/hooks/useCanManageAttributeMapping';
 import GroupActionsMenu from '../GroupActionsMenu/GroupActionsMenu';
 import styles from './GroupHeaderActions.module.scss';
 
@@ -16,7 +17,11 @@ function GroupHeaderActions({
 	onToggle,
 	onEdit,
 	onRemove,
-}: GroupHeaderActionsProps): JSX.Element {
+}: GroupHeaderActionsProps): JSX.Element | null {
+	const canManage = useCanManageAttributeMapping();
+	if (!canManage) {
+		return null;
+	}
 	return (
 		<div
 			className={styles.actions}

frontend/src/container/LLMObservability/AttributeMapping/AttributeMappingsTab/components/MappingsTable/GroupMappers/GroupMappers.tsx

@@ -11,6 +11,7 @@ import {
 	Mapper,
 } from 'container/LLMObservability/AttributeMapping/types';
 import { AttributeMappingEditor } from 'container/LLMObservability/AttributeMapping/hooks/useAttributeMappingEditor';
+import { useCanManageAttributeMapping } from 'container/LLMObservability/AttributeMapping/hooks/useCanManageAttributeMapping';
 import { COLUMN_COUNT } from '../constants';
 import MapperRow from '../MapperRow/MapperRow';
 import MapperRowSkeleton from '../MapperRow/MapperRowSkeleton';
@@ -39,6 +40,7 @@ function GroupMappers({
 	onEditMapper,
 }: GroupMappersProps): JSX.Element {
 	const { hydrateGroupMappers, removeMapper, toggleMapper } = editor;
+	const canManage = useCanManageAttributeMapping();
 
 	const hasServerId = group.serverId !== null;
 	const { data, isLoading, isError } = useListSpanMappers(
@@ -144,16 +146,20 @@ function GroupMappers({
 		/>
 	));
 
-	// The add-mapping row trails every non-error state (including loading/empty).
+	// The add-mapping row trails every non-error state (including loading/empty),
+	// but only for users who can manage mappings — non-admins get a read-only view.
 	let rows: JSX.Element[];
 	if (isErrorMappers) {
 		rows = [errorRow];
 	} else if (isLoadingMappers && mapperCount === 0) {
-		rows = [...skeletonRows, addMapperRow];
+		rows = [...skeletonRows];
 	} else if (mapperCount === 0) {
-		rows = [emptyRow, addMapperRow];
+		rows = [emptyRow];
 	} else {
-		rows = [...mapperRows, addMapperRow];
+		rows = [...mapperRows];
+	}
+	if (canManage && !isErrorMappers) {
+		rows.push(addMapperRow);
 	}
 
 	return (

frontend/src/container/LLMObservability/AttributeMapping/AttributeMappingsTab/components/MappingsTable/MapperRow/MapperRow.tsx

@@ -6,6 +6,7 @@ import cx from 'classnames';
 import { motion } from 'motion/react';
 
 import { DraftMapper } from 'container/LLMObservability/AttributeMapping/types';
+import { useCanManageAttributeMapping } from 'container/LLMObservability/AttributeMapping/hooks/useCanManageAttributeMapping';
 import MapperActionsMenu from '../MapperActionsMenu/MapperActionsMenu';
 import styles from './MapperRow.module.scss';
 
@@ -30,6 +31,7 @@ function MapperRow({
 	onRemove,
 	onToggle,
 }: MapperRowProps): JSX.Element {
+	const canManage = useCanManageAttributeMapping();
 	const sources = mapper.sources ?? [];
 	const visibleSources = sources.slice(0, MAX_VISIBLE_SOURCES);
 	const remainingSources = sources.length - visibleSources.length;
@@ -101,14 +103,16 @@ function MapperRow({
 				)}
 			</td>
 			<td className={cx(styles.cell, styles.actionsCell)}>
-				<div className={styles.rowActions}>
-					<Switch
-						value={mapper.enabled}
-						onChange={(checked): void => onToggle(mapper.localId, checked)}
-						testId={`mapper-enabled-${mapper.localId}`}
-					/>
-					<MapperActionsMenu mapper={mapper} onEdit={onEdit} onRemove={onRemove} />
-				</div>
+				{canManage && (
+					<div className={styles.rowActions}>
+						<Switch
+							value={mapper.enabled}
+							onChange={(checked): void => onToggle(mapper.localId, checked)}
+							testId={`mapper-enabled-${mapper.localId}`}
+						/>
+						<MapperActionsMenu mapper={mapper} onEdit={onEdit} onRemove={onRemove} />
+					</div>
+				)}
 			</td>
 		</motion.tr>
 	);

frontend/src/container/LLMObservability/AttributeMapping/AttributeMappingsTab/components/MappingsTable/MappingsTable.tsx

@@ -11,6 +11,7 @@ import {
 	DraftMapper,
 } from 'container/LLMObservability/AttributeMapping/types';
 import { AttributeMappingEditor } from 'container/LLMObservability/AttributeMapping/hooks/useAttributeMappingEditor';
+import { useCanManageAttributeMapping } from 'container/LLMObservability/AttributeMapping/hooks/useCanManageAttributeMapping';
 import GroupHeader from './GroupHeader/GroupHeader';
 import GroupHeaderActions from './GroupHeaderActions/GroupHeaderActions';
 import GroupMappers from './GroupMappers/GroupMappers';
@@ -33,6 +34,7 @@ function MappingsTable({
 	const [expandedGroups, setExpandedGroups] = useState<string[]>([]);
 	const [targetGroupId, setTargetGroupId] = useState<string | null>(null);
 	const drawer = useMapperFormDrawer();
+	const canManage = useCanManageAttributeMapping();
 
 	const { upsertMapper, removeMapper } = editor;
 
@@ -120,18 +122,20 @@ function MappingsTable({
 
 	return (
 		<div className={styles.tableWrapper}>
-			<div className={styles.toolbar}>
-				<Button
-					variant="link"
-					color="primary"
-					prefix={<Plus size={14} />}
-					onClick={onAddGroup}
-					testId="add-group-row"
-					disabled={editor.isLoading}
-				>
-					Add a new group
-				</Button>
-			</div>
+			{canManage && (
+				<div className={styles.toolbar}>
+					<Button
+						variant="solid"
+						color="primary"
+						prefix={<Plus size={14} />}
+						onClick={onAddGroup}
+						testId="add-group-row"
+						disabled={editor.isLoading}
+					>
+						Add a new group
+					</Button>
+				</div>
+			)}
 
 			{isEmpty ? (
 				<div className={styles.tableState} data-testid="mapper-groups-empty">

frontend/src/container/LLMObservability/AttributeMapping/LLMObservabilityAttributeMapping.tsx

@@ -8,12 +8,18 @@ import AttributeMappingsTab from './AttributeMappingsTab/AttributeMappingsTab';
 import DiscardChangesDialog from './components/DiscardChangesDialog/DiscardChangesDialog';
 import GroupFormDrawer from './components/GroupFormDrawer/GroupFormDrawer';
 import styles from './LLMObservabilityAttributeMapping.module.scss';
+import TestTab from './TestTab/TestTab';
 import { useAttributeMappingEditor } from './hooks/useAttributeMappingEditor';
 import { useGroupFormDrawer } from './components/GroupFormDrawer/hooks/useGroupFormDrawer';
+import { useTestSpanMapper } from './TestTab/useTestSpanMapper';
+
+const MAPPINGS_TAB_KEY = 'attribute-mappings';
+const TEST_TAB_KEY = 'test';
 
 function LLMObservabilityAttributeMapping(): JSX.Element {
 	const editor = useAttributeMappingEditor();
 	const groupDrawer = useGroupFormDrawer();
+	const spanTest = useTestSpanMapper(editor.snapshot, editor.groups);
 
 	const { discard } = editor;
 	// Discarding wipes the whole working copy, so gate it behind a confirm
@@ -31,7 +37,7 @@ function LLMObservabilityAttributeMapping(): JSX.Element {
 
 	const tabItems = [
 		{
-			key: 'attribute-mappings',
+			key: MAPPINGS_TAB_KEY,
 			label: 'Attribute Mappings',
 			children: (
 				<AttributeMappingsTab
@@ -42,11 +48,9 @@ function LLMObservabilityAttributeMapping(): JSX.Element {
 			),
 		},
 		{
-			key: 'test',
+			key: TEST_TAB_KEY,
 			label: 'Test',
-			disabled: true,
-			disabledReason: 'Coming soon',
-			children: null,
+			children: <TestTab spanTest={spanTest} />,
 		},
 	];
 
@@ -71,7 +75,7 @@ function LLMObservabilityAttributeMapping(): JSX.Element {
 
 			<Tabs
 				testId="attribute-mapping-tabs"
-				defaultValue="attribute-mappings"
+				defaultValue={MAPPINGS_TAB_KEY}
 				items={tabItems}
 			/>
 			{groupDrawer.isOpen && (

frontend/src/container/LLMObservability/AttributeMapping/TestTab/JsonEditorSkeleton.module.scss

@@ -0,0 +1,54 @@
+.skeleton {
+	width: 100%;
+	height: 100%;
+	overflow: hidden;
+	background: var(--l1-background);
+}
+
+.line {
+	display: flex;
+	align-items: center;
+	height: 18px;
+}
+
+.lineNumber {
+	flex: 0 0 40px;
+	padding-right: var(--padding-3);
+	text-align: right;
+	font-family: 'Geist Mono', monospace;
+	font-size: var(--font-size-xs);
+	color: var(--l3-foreground);
+	opacity: 0.6;
+	user-select: none;
+}
+
+.lineContent {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-2);
+	min-width: 0;
+}
+
+.bar {
+	height: 8px;
+	border-radius: var(--radius-1);
+	background: var(--l2-border);
+	animation: jsonSkeletonPulse 1.4s ease-in-out infinite;
+}
+
+@media (prefers-reduced-motion: reduce) {
+	.bar {
+		animation: none;
+	}
+}
+
+@keyframes jsonSkeletonPulse {
+	0%,
+	100% {
+		opacity: 1;
+	}
+
+	50% {
+		opacity: 0.45;
+	}
+}

frontend/src/container/LLMObservability/AttributeMapping/TestTab/JsonEditorSkeleton.tsx

@@ -0,0 +1,56 @@
+import styles from './JsonEditorSkeleton.module.scss';
+
+interface SkeletonLine {
+	indent: number;
+	barWidths: number[];
+}
+
+const SKELETON_LINES: SkeletonLine[] = [
+	{ indent: 0, barWidths: [10] },
+	{ indent: 1, barWidths: [90, 10] },
+	{ indent: 2, barWidths: [155, 190] },
+	{ indent: 2, barWidths: [135, 190] },
+	{ indent: 2, barWidths: [150, 50] },
+	{ indent: 2, barWidths: [180, 35] },
+	{ indent: 2, barWidths: [185, 200] },
+	{ indent: 1, barWidths: [14] },
+	{ indent: 1, barWidths: [75, 10] },
+	{ indent: 2, barWidths: [95, 90] },
+	{ indent: 2, barWidths: [170, 85] },
+	{ indent: 1, barWidths: [10] },
+	{ indent: 0, barWidths: [10] },
+];
+
+const INDENT_WIDTH_PX = 14;
+
+function JsonEditorSkeleton(): JSX.Element {
+	return (
+		<div
+			className={styles.skeleton}
+			data-testid="json-editor-skeleton"
+			aria-hidden="true"
+		>
+			{SKELETON_LINES.map((line, lineIndex) => (
+				// eslint-disable-next-line react/no-array-index-key
+				<div key={lineIndex} className={styles.line}>
+					<span className={styles.lineNumber}>{lineIndex + 1}</span>
+					<span
+						className={styles.lineContent}
+						style={{ paddingLeft: line.indent * INDENT_WIDTH_PX }}
+					>
+						{line.barWidths.map((width, barIndex) => (
+							<span
+								// eslint-disable-next-line react/no-array-index-key
+								key={barIndex}
+								className={styles.bar}
+								style={{ width }}
+							/>
+						))}
+					</span>
+				</div>
+			))}
+		</div>
+	);
+}
+
+export default JsonEditorSkeleton;

frontend/src/container/LLMObservability/AttributeMapping/TestTab/TestResult.tsx

@@ -0,0 +1,121 @@
+import { Badge } from '@signozhq/ui/badge';
+import { SpantypesSpanMapperTestSpanDTO } from 'api/generated/services/sigNoz.schemas';
+import { useMemo } from 'react';
+
+import {
+	AttrChangeStatus,
+	AttrDiffEntry,
+	diffAttributeMaps,
+	formatAttributeValue,
+} from './testPayload';
+import styles from './TestTab.module.scss';
+import { TestTabAttributes, TestTabResource } from './useTestSpanMapper';
+
+interface TestResultProps {
+	index: number;
+	span: SpantypesSpanMapperTestSpanDTO;
+	inputAttributes: TestTabAttributes;
+	inputResource: TestTabResource;
+}
+
+const STATUS_BADGE: Partial<
+	Record<
+		AttrChangeStatus,
+		{ color: 'success' | 'robin' | 'sienna'; label: string }
+	>
+> = {
+	added: { color: 'success', label: 'populated' },
+	changed: { color: 'robin', label: 'remapped' },
+	removed: { color: 'sienna', label: 'moved out' },
+};
+
+const ROW_CLASS: Partial<Record<AttrChangeStatus, string>> = {
+	added: styles.added,
+	removed: styles.removed,
+};
+
+interface ResultSection {
+	key: string;
+	title: string;
+	entries: AttrDiffEntry[];
+}
+
+function TestResult({
+	index,
+	span,
+	inputAttributes,
+	inputResource,
+}: TestResultProps): JSX.Element {
+	const attributeEntries = useMemo(
+		() => diffAttributeMaps(inputAttributes, span.attributes ?? {}),
+		[inputAttributes, span.attributes],
+	);
+	const resourceEntries = useMemo(
+		() => diffAttributeMaps(inputResource, span.resource ?? {}),
+		[inputResource, span.resource],
+	);
+
+	const sections: ResultSection[] = [
+		{
+			key: 'attributes',
+			title: 'Resulting attributes',
+			entries: attributeEntries,
+		},
+	];
+	if (resourceEntries.length > 0) {
+		sections.push({
+			key: 'resource',
+			title: 'Resulting resource',
+			entries: resourceEntries,
+		});
+	}
+
+	return (
+		<div className={styles.resultCard} data-testid={`test-result-${index}`}>
+			{sections.map((section) => (
+				<div
+					key={section.key}
+					className={styles.resultSection}
+					data-testid={`test-result-${index}-${section.key}`}
+				>
+					<div className={styles.resultTitle}>{section.title}</div>
+
+					{section.entries.length === 0 ? (
+						<div className={styles.resultEmpty}>No keys in this map.</div>
+					) : (
+						<div className={styles.attrRows}>
+							{section.entries.map((entry) => {
+								const badge = STATUS_BADGE[entry.status];
+								return (
+									<div
+										key={entry.key}
+										className={`${styles.attrRow} ${ROW_CLASS[entry.status] ?? ''}`}
+									>
+										<span className={styles.attrKey} title={entry.key}>
+											{entry.key}
+										</span>
+										<span
+											className={styles.attrValue}
+											title={formatAttributeValue(entry.value)}
+										>
+											{formatAttributeValue(entry.value)}
+										</span>
+										{badge ? (
+											<Badge color={badge.color} variant="outline">
+												{badge.label}
+											</Badge>
+										) : (
+											<span />
+										)}
+									</div>
+								);
+							})}
+						</div>
+					)}
+				</div>
+			))}
+		</div>
+	);
+}
+
+export default TestResult;

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

@@ -0,0 +1,177 @@
+.testTab {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-6);
+	margin-top: var(--spacing-6);
+}
+
+.header {
+	display: flex;
+	align-items: flex-start;
+	justify-content: space-between;
+	gap: var(--spacing-6);
+}
+
+.headerActions {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+	flex-shrink: 0;
+}
+
+.headerText {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+	min-width: 0;
+}
+
+.heading {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+	margin: 0;
+	font-size: var(--periscope-font-size-base);
+	font-weight: var(--font-weight-semibold);
+}
+
+.description {
+	margin: 0;
+	font-size: var(--periscope-font-size-base);
+	color: var(--l3-foreground);
+}
+
+.body {
+	display: grid;
+	grid-template-columns: 1fr 1fr;
+	gap: var(--spacing-6);
+	height: calc(100vh - 320px);
+	min-height: 320px;
+}
+
+.editor {
+	width: 100%;
+	height: 100%;
+	border: 1px solid var(--l2-border);
+	border-radius: var(--radius-2);
+	overflow: hidden;
+}
+.validationCallout {
+	width: 100%;
+}
+
+// No top padding so results align with the editor's first line, which sits
+// flush against the top of its own panel.
+.resultsPanel {
+	height: 100%;
+	overflow-y: auto;
+	padding: var(--padding-4);
+	border: 1px solid var(--l2-border);
+	border-radius: var(--radius-2);
+	background: var(--l1-background);
+}
+
+// Pre-run empty state that fills the blank right half.
+.placeholder {
+	display: flex;
+	flex-direction: column;
+	align-items: center;
+	justify-content: center;
+	gap: var(--spacing-2);
+	height: 100%;
+	text-align: center;
+	color: var(--l3-foreground);
+	font-size: var(--periscope-font-size-base);
+}
+
+.placeholderTitle {
+	font-weight: var(--font-weight-semibold);
+	color: var(--l2-foreground);
+}
+
+.error {
+	padding: var(--padding-3) var(--padding-4);
+	border-radius: var(--radius-2);
+	background: var(--callout-error-background);
+	color: var(--callout-error-title);
+	font-size: var(--periscope-font-size-base);
+}
+
+.results {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-6);
+}
+
+.resultCard {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-6);
+	border-radius: var(--radius-2);
+	background: var(--l1-background);
+}
+
+.resultSection {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-4);
+}
+
+.resultTitle {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+	font-size: var(--periscope-font-size-base);
+	font-weight: var(--font-weight-semibold);
+}
+
+.resultEmpty {
+	color: var(--l3-foreground);
+	font-size: var(--periscope-font-size-base);
+}
+
+.attrRows {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+}
+
+.attrRow {
+	display: grid;
+	grid-template-columns: clamp(200px, 40%, 340px) minmax(0, 1fr) auto;
+	align-items: center;
+	gap: var(--spacing-4);
+	padding: var(--spacing-2) var(--padding-3);
+	border-radius: var(--radius-2);
+	font-family: 'Geist Mono', monospace;
+	font-size: var(--font-size-xs);
+
+	&.added {
+		background: var(--callout-success-background);
+	}
+
+	&.removed {
+		opacity: 0.65;
+
+		.attrKey,
+		.attrValue {
+			text-decoration: line-through;
+		}
+	}
+}
+
+.attrKey,
+.attrValue {
+	min-width: 0;
+	white-space: nowrap;
+	overflow: hidden;
+	text-overflow: ellipsis;
+}
+
+.attrKey {
+	font-weight: var(--font-weight-medium);
+}
+
+.attrValue {
+	color: var(--l3-foreground);
+}

frontend/src/container/LLMObservability/AttributeMapping/TestTab/TestTab.tsx

@@ -0,0 +1,162 @@
+import MEditor from '@monaco-editor/react';
+import { Play, RotateCcw } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Callout } from '@signozhq/ui/callout';
+import { useIsDarkMode } from 'hooks/useDarkMode';
+
+import styles from './TestTab.module.scss';
+import JsonEditorSkeleton from './JsonEditorSkeleton';
+import TestResult from './TestResult';
+import {
+	defineSignozJsonTheme,
+	SIGNOZ_JSON_THEME_DARK,
+	SIGNOZ_JSON_THEME_LIGHT,
+} from './jsonEditorTheme';
+import { UseTestSpanMapper } from './useTestSpanMapper';
+
+interface TestTabProps {
+	spanTest: UseTestSpanMapper;
+}
+
+function TestTab({ spanTest }: TestTabProps): JSX.Element {
+	const {
+		input,
+		setInput,
+		run,
+		resetToTemplate,
+		isTemplateInput,
+		isRunning,
+		result,
+		testedAttributes,
+		testedResource,
+		error,
+		validationError,
+	} = spanTest;
+	const isDarkMode = useIsDarkMode();
+
+	function renderResults(): JSX.Element {
+		if (error) {
+			return (
+				<div className={styles.error} role="alert" data-testid="test-error">
+					{error}
+				</div>
+			);
+		}
+		if (result) {
+			if (result.length === 0) {
+				return (
+					<div className={styles.resultEmpty} data-testid="test-results-empty">
+						No spans returned. The mappers produced no output for this input.
+					</div>
+				);
+			}
+			return (
+				<div className={styles.results} data-testid="test-results">
+					{result.map((span, index) => (
+						<TestResult
+							// eslint-disable-next-line react/no-array-index-key
+							key={index}
+							index={index}
+							span={span}
+							inputAttributes={testedAttributes ?? {}}
+							inputResource={testedResource ?? {}}
+						/>
+					))}
+				</div>
+			);
+		}
+		return (
+			<div className={styles.placeholder} data-testid="test-results-placeholder">
+				<span className={styles.placeholderTitle}>No results yet</span>
+				<span>
+					Run the test to see which target attributes your mappers populate.
+				</span>
+			</div>
+		);
+	}
+
+	return (
+		<div className={styles.testTab} data-testid="test-tab">
+			<div className={styles.header}>
+				<div className={styles.headerText}>
+					<h3 className={styles.heading}>Test with sample span</h3>
+					<p className={styles.description}>
+						Paste a JSON span object to see which target attributes get populated and
+						which source key matched.
+					</p>
+				</div>
+
+				<div className={styles.headerActions}>
+					<Button
+						testId="reset-template-button"
+						variant="outlined"
+						color="secondary"
+						prefix={<RotateCcw size={14} />}
+						onClick={resetToTemplate}
+						disabled={isTemplateInput}
+					>
+						Reset to Default Span
+					</Button>
+
+					<Button
+						testId="run-test-button"
+						variant="solid"
+						color="primary"
+						prefix={<Play size={14} />}
+						onClick={run}
+						loading={isRunning}
+						disabled={isRunning || validationError !== null}
+					>
+						Run Test
+					</Button>
+				</div>
+			</div>
+
+			<div className={styles.body}>
+				<div
+					className={styles.editor}
+					data-testid="test-span-input"
+					aria-label="Sample span JSON"
+				>
+					<MEditor
+						language="json"
+						value={input}
+						onChange={(value): void => setInput(value ?? '')}
+						height="100%"
+						loading={<JsonEditorSkeleton />}
+						theme={isDarkMode ? SIGNOZ_JSON_THEME_DARK : SIGNOZ_JSON_THEME_LIGHT}
+						beforeMount={defineSignozJsonTheme}
+						options={{
+							minimap: { enabled: false },
+							fontSize: 12,
+							lineNumbers: 'on',
+							wordWrap: 'on',
+							scrollBeyondLastLine: false,
+							formatOnPaste: true,
+							tabSize: 2,
+							automaticLayout: true,
+							scrollbar: { alwaysConsumeMouseWheel: false },
+						}}
+					/>
+				</div>
+
+				<div className={styles.resultsPanel} data-testid="test-results-panel">
+					{renderResults()}
+				</div>
+			</div>
+
+			{validationError && (
+				<Callout
+					type="error"
+					size="small"
+					showIcon
+					title={validationError}
+					testId="test-input-error"
+					className={styles.validationCallout}
+				/>
+			)}
+		</div>
+	);
+}
+
+export default TestTab;

frontend/src/container/LLMObservability/AttributeMapping/TestTab/jsonEditorTheme.ts

@@ -0,0 +1,38 @@
+//TODO: This is a local theme for now, but ideally for the editor as well. Just like prettyViewer, we have a theme. We should have a theme for the editor as well.
+import { Monaco } from '@monaco-editor/react';
+import { Color } from '@signozhq/design-tokens';
+
+export const SIGNOZ_JSON_THEME_DARK = 'signoz-attr-mapping-json-dark';
+export const SIGNOZ_JSON_THEME_LIGHT = 'signoz-attr-mapping-json-light';
+
+const SHARED_THEME = {
+	inherit: true,
+	colors: {
+		'editor.background': '#00000000', // transparent — inherit the panel bg
+	},
+	fontFamily: 'SF Mono, Geist Mono, Fira Code, monospace',
+	fontSize: 12,
+	fontWeight: 'normal',
+	lineHeight: 18,
+	letterSpacing: -0.06,
+};
+
+export function defineSignozJsonTheme(monaco: Monaco): void {
+	monaco.editor.defineTheme(SIGNOZ_JSON_THEME_DARK, {
+		...SHARED_THEME,
+		base: 'vs-dark',
+		rules: [
+			{ token: 'string.key.json', foreground: Color.BG_ROBIN_400 },
+			{ token: 'string.value.json', foreground: Color.BG_VANILLA_400 },
+		],
+	});
+
+	monaco.editor.defineTheme(SIGNOZ_JSON_THEME_LIGHT, {
+		...SHARED_THEME,
+		base: 'vs',
+		rules: [
+			{ token: 'string.key.json', foreground: Color.BG_ROBIN_500 },
+			{ token: 'string.value.json', foreground: Color.BG_INK_400 },
+		],
+	});
+}

frontend/src/container/LLMObservability/AttributeMapping/TestTab/spanInputStorage.ts

@@ -0,0 +1,53 @@
+import get from 'api/browser/localstorage/get';
+import remove from 'api/browser/localstorage/remove';
+import set from 'api/browser/localstorage/set';
+import { LOCALSTORAGE } from 'constants/localStorage';
+
+import { parseSpanInput } from './testPayload';
+
+export const SAMPLE_SPAN_JSON = `{
+  "attributes": {
+    "my_company.llm.input": "What is quantum computing?",
+    "llm.input_messages": "What is quantum computing?",
+    "gen_ai.request.model": "gpt-4",
+    "gen_ai.usage.total_tokens": 1250,
+    "gen_ai.content.completion": "Quantum computing leverages..."
+  },
+  "resource": {
+    "service.name": "llm-gateway",
+    "deployment.environment": "production"
+  }
+}`;
+
+function hasNoSpanData(input: string): boolean {
+	let span;
+	try {
+		span = parseSpanInput(input);
+	} catch {
+		return false;
+	}
+	return (
+		Object.keys(span.attributes ?? {}).length === 0 &&
+		Object.keys(span.resource ?? {}).length === 0
+	);
+}
+
+export function getStoredSpanInput(): string {
+	const stored = get(LOCALSTORAGE.LLM_ATTRIBUTE_MAPPING_TEST_SPAN);
+	if (!stored?.trim() || hasNoSpanData(stored)) {
+		return SAMPLE_SPAN_JSON;
+	}
+	return stored;
+}
+
+export function setStoredSpanInput(value: string): void {
+	if (!value.trim() || hasNoSpanData(value)) {
+		remove(LOCALSTORAGE.LLM_ATTRIBUTE_MAPPING_TEST_SPAN);
+		return;
+	}
+	set(LOCALSTORAGE.LLM_ATTRIBUTE_MAPPING_TEST_SPAN, value);
+}
+
+export function clearStoredSpanInput(): void {
+	remove(LOCALSTORAGE.LLM_ATTRIBUTE_MAPPING_TEST_SPAN);
+}

frontend/src/container/LLMObservability/AttributeMapping/TestTab/testPayload.ts

@@ -0,0 +1,145 @@
+import {
+	SpantypesPostableSpanMapperTestDTO,
+	SpantypesPostableSpanMapperTestGroupDTO,
+	SpantypesSpanMapperTestSpanDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { isEqual } from 'lodash-es';
+
+import { DraftGroup } from '../types';
+import {
+	buildPostableGroup,
+	buildPostableMapper,
+	groupDraftFromNode,
+	mapperDraftFromNode,
+} from '../utils';
+
+function shouldSendMappers(
+	snap: DraftGroup | undefined,
+	group: DraftGroup,
+): boolean {
+	if (!snap) {
+		return true;
+	}
+	return !isEqual(snap.mappers, group.mappers);
+}
+
+export function buildTestGroups(
+	snapshot: DraftGroup[],
+	draft: DraftGroup[],
+): SpantypesPostableSpanMapperTestGroupDTO[] {
+	const snapById = new Map(
+		snapshot
+			.filter((group) => group.serverId)
+			.map((group) => [group.serverId as string, group]),
+	);
+
+	return draft.map((group) => {
+		const base = buildPostableGroup(groupDraftFromNode(group));
+		const snap = group.serverId ? snapById.get(group.serverId) : undefined;
+		return {
+			...base,
+			mappers: shouldSendMappers(snap, group)
+				? group.mappers.map((mapper) =>
+						buildPostableMapper(mapperDraftFromNode(mapper)),
+					)
+				: null,
+		};
+	});
+}
+
+function isPlainObject(value: unknown): value is Record<string, unknown> {
+	return value !== null && typeof value === 'object' && !Array.isArray(value);
+}
+
+function isSpanEnvelope(parsed: Record<string, unknown>): boolean {
+	const keys = Object.keys(parsed);
+	return (
+		keys.length > 0 &&
+		keys.every((key) => key === 'attributes' || key === 'resource') &&
+		(isPlainObject(parsed.attributes) || isPlainObject(parsed.resource))
+	);
+}
+
+export function parseSpanInput(input: string): SpantypesSpanMapperTestSpanDTO {
+	const trimmed = input.trim();
+	if (!trimmed) {
+		throw new Error('Paste a JSON span object to run the test.');
+	}
+
+	let parsed: unknown;
+	try {
+		parsed = JSON.parse(trimmed);
+	} catch {
+		throw new Error(
+			'Invalid JSON — check for trailing commas or missing quotes.',
+		);
+	}
+
+	if (!isPlainObject(parsed)) {
+		throw new Error('Span must be a JSON object of attribute key-value pairs.');
+	}
+
+	if (isSpanEnvelope(parsed)) {
+		return {
+			attributes: isPlainObject(parsed.attributes) ? parsed.attributes : {},
+			resource: isPlainObject(parsed.resource) ? parsed.resource : {},
+		};
+	}
+
+	return { attributes: parsed, resource: {} };
+}
+
+export function buildTestRequest(
+	snapshot: DraftGroup[],
+	draft: DraftGroup[],
+	input: string,
+): SpantypesPostableSpanMapperTestDTO {
+	return {
+		groups: buildTestGroups(snapshot, draft),
+		spans: [parseSpanInput(input)],
+	};
+}
+
+export type AttrChangeStatus = 'added' | 'changed' | 'unchanged' | 'removed';
+
+export interface AttrDiffEntry {
+	key: string;
+	value: unknown;
+	status: AttrChangeStatus;
+}
+
+// Renders a diff value for display: strings as-is, everything else JSON-encoded.
+export function formatAttributeValue(value: unknown): string {
+	if (typeof value === 'string') {
+		return value;
+	}
+	return JSON.stringify(value);
+}
+
+export function diffAttributeMaps(
+	inputAttributes: Record<string, unknown>,
+	resultAttributes: Record<string, unknown>,
+): AttrDiffEntry[] {
+	const added: AttrDiffEntry[] = [];
+	const changed: AttrDiffEntry[] = [];
+	const unchanged: AttrDiffEntry[] = [];
+	const removed: AttrDiffEntry[] = [];
+
+	Object.entries(resultAttributes).forEach(([key, value]) => {
+		if (!(key in inputAttributes)) {
+			added.push({ key, value, status: 'added' });
+		} else if (!isEqual(inputAttributes[key], value)) {
+			changed.push({ key, value, status: 'changed' });
+		} else {
+			unchanged.push({ key, value, status: 'unchanged' });
+		}
+	});
+
+	Object.entries(inputAttributes).forEach(([key, value]) => {
+		if (!(key in resultAttributes)) {
+			removed.push({ key, value, status: 'removed' });
+		}
+	});
+
+	return [...added, ...changed, ...unchanged, ...removed];
+}

frontend/src/container/LLMObservability/AttributeMapping/TestTab/useTestSpanMapper.ts

@@ -0,0 +1,155 @@
+import { useCallback, useEffect, useMemo, useState } from 'react';
+import {
+	RenderErrorResponseDTO,
+	SpantypesSpanMapperTestSpanDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { useTestSpanMappers } from 'api/generated/services/spanmapper';
+import { AxiosError } from 'axios';
+import { debounce } from 'lodash-es';
+
+import { buildTestRequest, parseSpanInput } from './testPayload';
+import {
+	clearStoredSpanInput,
+	getStoredSpanInput,
+	SAMPLE_SPAN_JSON,
+	setStoredSpanInput,
+} from './spanInputStorage';
+import { DraftGroup } from '../types';
+
+export type TestTabAttributes = Record<string, unknown>;
+export type TestTabResource = Record<string, unknown>;
+
+const PERSIST_DEBOUNCE_MS = 500;
+
+function apiErrorMessage(error: unknown): string {
+	const axiosError = error as AxiosError<RenderErrorResponseDTO>;
+	return (
+		axiosError?.response?.data?.error?.message ??
+		(error instanceof Error ? error.message : 'Test failed. Please try again.')
+	);
+}
+
+export interface UseTestSpanMapper {
+	input: string;
+	setInput: (value: string) => void;
+	run: () => void;
+	reset: () => void;
+	resetToTemplate: () => void;
+	isTemplateInput: boolean;
+	isRunning: boolean;
+	validationError: string | null;
+	result: SpantypesSpanMapperTestSpanDTO[] | null;
+	testedAttributes: TestTabAttributes | null;
+	testedResource: TestTabResource | null;
+	error: string | null;
+}
+
+export function useTestSpanMapper(
+	snapshot: DraftGroup[],
+	draft: DraftGroup[],
+): UseTestSpanMapper {
+	const [input, setInputValue] = useState<string>(getStoredSpanInput);
+	const [error, setError] = useState<string | null>(null);
+	const [result, setResult] = useState<SpantypesSpanMapperTestSpanDTO[] | null>(
+		null,
+	);
+	const [testedAttributes, setTestedAttributes] =
+		useState<TestTabAttributes | null>(null);
+	const [testedResource, setTestedResource] = useState<TestTabResource | null>(
+		null,
+	);
+
+	const { mutate, isLoading } = useTestSpanMappers();
+
+	const persistInput = useMemo(
+		() => debounce(setStoredSpanInput, PERSIST_DEBOUNCE_MS),
+		[],
+	);
+
+	useEffect(
+		() => (): void => {
+			persistInput.flush();
+		},
+		[persistInput],
+	);
+
+	const setInput = useCallback(
+		(value: string): void => {
+			setInputValue(value);
+			persistInput(value);
+		},
+		[persistInput],
+	);
+
+	const validationError = useMemo((): string | null => {
+		try {
+			parseSpanInput(input);
+			return null;
+		} catch (err) {
+			return err instanceof Error ? err.message : 'Invalid span JSON.';
+		}
+	}, [input]);
+
+	const reset = useCallback((): void => {
+		setError(null);
+		setResult(null);
+		setTestedAttributes(null);
+		setTestedResource(null);
+	}, []);
+
+	const resetToTemplate = useCallback((): void => {
+		persistInput.cancel();
+		clearStoredSpanInput();
+		setInputValue(SAMPLE_SPAN_JSON);
+		reset();
+	}, [persistInput, reset]);
+
+	const isTemplateInput = input.trim() === SAMPLE_SPAN_JSON;
+
+	const run = useCallback((): void => {
+		reset();
+
+		let body;
+		try {
+			body = buildTestRequest(snapshot, draft, input);
+		} catch (parseError) {
+			setError(apiErrorMessage(parseError));
+			return;
+		}
+
+		const submittedSpan = body.spans?.[0];
+		const submittedAttributes = (submittedSpan?.attributes ??
+			{}) as TestTabAttributes;
+		const submittedResource = (submittedSpan?.resource ?? {}) as TestTabResource;
+
+		mutate(
+			{ data: body },
+			{
+				onSuccess: (response) => {
+					setTestedAttributes(submittedAttributes);
+					setTestedResource(submittedResource);
+					setResult(response.data?.spans ?? []);
+				},
+				onError: (mutationError) => {
+					setResult(null);
+					setError(apiErrorMessage(mutationError));
+				},
+			},
+		);
+	}, [snapshot, draft, input, mutate, reset]);
+
+	return {
+		input,
+		setInput,
+		run,
+		reset,
+		resetToTemplate,
+		isTemplateInput,
+		isRunning: isLoading,
+		validationError,
+		result,
+		testedAttributes,
+		testedResource,
+		error,
+	};
+}

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

@@ -1,6 +1,32 @@
 import { rest, server } from 'mocks-server/server';
+import { useAuthZ } from 'lib/authz/hooks/useAuthZ/useAuthZ';
+import { mockUseAuthZGrantAll } from 'lib/authz/utils/authz-test-utils';
 import { render, screen, userEvent, waitFor } from 'tests/test-utils';
 
+// The header's Save/Discard and the group toggle are Admin-gated via useAuthZ;
+// render as an admin so those controls are present.
+jest.mock('lib/authz/hooks/useAuthZ/useAuthZ');
+const mockedUseAuthZ = useAuthZ as jest.MockedFunction<typeof useAuthZ>;
+
+// Monaco can't run in jsdom — stand in a textarea so the span input is editable.
+jest.mock('@monaco-editor/react', () => ({
+	__esModule: true,
+	default: ({
+		value,
+		onChange,
+	}: {
+		value: string;
+		onChange: (next?: string) => void;
+	}): JSX.Element => (
+		<textarea
+			aria-label="span-json-editor"
+			data-testid="span-json-editor"
+			value={value}
+			onChange={(event): void => onChange(event.target.value)}
+		/>
+	),
+}));
+
 import LLMObservabilityAttributeMapping from '../LLMObservabilityAttributeMapping';
 import { GROUPS_ENDPOINT, makeGroupsResponse, mockGroups } from './fixtures';
 
@@ -16,6 +42,7 @@ describe('LLMObservabilityAttributeMapping', () => {
 	beforeEach(() => {
 		window.history.pushState(null, '', '/');
 		setupGroups();
+		mockedUseAuthZ.mockImplementation(mockUseAuthZGrantAll);
 	});
 
 	afterEach(() => {
@@ -86,6 +113,26 @@ describe('LLMObservabilityAttributeMapping', () => {
 		expect(screen.queryByTestId('discard-changes-btn')).not.toBeInTheDocument();
 	});
 
+	it('keeps the sample span input when switching away from the test tab and back', async () => {
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+		render(<LLMObservabilityAttributeMapping />);
+
+		await user.click(screen.getByRole('tab', { name: 'Test' }));
+		const editor = await screen.findByTestId('span-json-editor');
+		await user.clear(editor);
+		await user.type(editor, '{{ "my.attr": 1 }');
+
+		await user.click(screen.getByRole('tab', { name: 'Attribute Mappings' }));
+		await screen.findByTestId('attribute-mappings-tab');
+		expect(screen.queryByTestId('span-json-editor')).not.toBeInTheDocument();
+
+		await user.click(screen.getByRole('tab', { name: 'Test' }));
+
+		await expect(screen.findByTestId('span-json-editor')).resolves.toHaveValue(
+			'{ "my.attr": 1 }',
+		);
+	});
+
 	it('keeps staged changes when the discard prompt is dismissed', async () => {
 		const user = userEvent.setup({ pointerEventsCheck: 0 });
 		render(<LLMObservabilityAttributeMapping />);

frontend/src/container/LLMObservability/AttributeMapping/components/AttributeMappingHeader/AttributeMappingHeader.tsx

@@ -1,6 +1,7 @@
 import { Button } from '@signozhq/ui/button';
 import { Typography } from '@signozhq/ui/typography';
 
+import { useCanManageAttributeMapping } from '../../hooks/useCanManageAttributeMapping';
 import styles from './AttributeMappingHeader.module.scss';
 
 interface AttributeMappingHeaderProps {
@@ -16,12 +17,13 @@ function AttributeMappingHeader({
 	onDiscard,
 	onSave,
 }: AttributeMappingHeaderProps): JSX.Element {
+	const canManage = useCanManageAttributeMapping();
 	return (
 		<header className={styles.pageHeader}>
 			<Typography.Text as="p" size="base" color="muted">
 				Configure source-to-target attribute remapping for LLM traces
 			</Typography.Text>
-			{isDirty && (
+			{canManage && isDirty && (
 				<div className={styles.pageHeaderActions}>
 					<span className={styles.unsavedChanges} data-testid="unsaved-changes">
 						Unsaved changes

frontend/src/container/LLMObservability/AttributeMapping/hooks/useAttributeMappingEditor.ts

@@ -35,6 +35,7 @@ function clone(groups: DraftGroup[]): DraftGroup[] {
 
 export interface AttributeMappingEditor {
 	groups: DraftGroup[];
+	snapshot: DraftGroup[];
 	isLoading: boolean;
 	isError: boolean;
 	isDirty: boolean;
@@ -304,6 +305,7 @@ export function useAttributeMappingEditor(): AttributeMappingEditor {
 
 	return {
 		groups: draft ?? [],
+		snapshot,
 		isLoading: !ready || draft === null,
 		isError: groupsQuery.isError,
 		isDirty,

frontend/src/container/LLMObservability/AttributeMapping/hooks/useCanManageAttributeMapping.ts

@@ -0,0 +1,9 @@
+import { IsAdminPermission } from 'lib/authz/hooks/useAuthZ/legacy';
+import { useAuthZ } from 'lib/authz/hooks/useAuthZ/useAuthZ';
+
+const ADMIN_PERMISSION = [IsAdminPermission];
+
+export function useCanManageAttributeMapping(): boolean {
+	const { allowed } = useAuthZ(ADMIN_PERMISSION);
+	return allowed;
+}

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

@@ -60,3 +60,7 @@
 		}
 	}
 }
+
+.logs-linked-row td {
+	background-color: var(--row-active-bg) !important;
+}

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

@@ -204,6 +204,9 @@ function LiveLogsList({
 							data={formattedLogs}
 							isLoading={false}
 							isRowActive={(log): boolean => log.id === activeLog?.id}
+							getRowClassName={(log): string =>
+								log.id === activeLogId ? 'logs-linked-row' : ''
+							}
 							getRowStyle={(log): CSSProperties =>
 								({
 									'--row-active-bg': getRowBackgroundColor(
@@ -216,10 +219,13 @@ function LiveLogsList({
 									),
 								}) as CSSProperties
 							}
-							onRowClick={(log): void => {
-								handleSetActiveLog(log);
+							onRowClick={(log, _itemKey, { isActive }): void => {
+								if (isActive) {
+									handleCloseLogDetail();
+								} else {
+									handleSetActiveLog(log);
+								}
 							}}
-							onRowDeactivate={handleCloseLogDetail}
 							activeRowIndex={activeLogIndex}
 							renderRowActions={(log): ReactNode => (
 								<LogLinesActionButtons

frontend/src/container/LogsExplorerList/LogsExplorerList.style.scss

@@ -323,3 +323,7 @@
 		}
 	}
 }
+
+.logs-linked-row td {
+	background-color: var(--row-active-bg) !important;
+}

frontend/src/container/LogsExplorerList/index.tsx

@@ -211,9 +211,11 @@ function LogsExplorerList({
 					data={logs}
 					isLoading={isLoading || isFetching}
 					onEndReached={onEndReached}
-					isRowActive={(log): boolean =>
-						log.id === activeLog?.id || log.id === activeLogId
+					isRowActive={(log): boolean => log.id === activeLog?.id}
+					getRowClassName={(log): string =>
+						log.id === activeLogId ? 'logs-linked-row' : ''
 					}
+					getRowTestId={(log): string => `logs-table-row-${log.id}`}
 					getRowStyle={(log): CSSProperties =>
 						({
 							'--row-active-bg': getRowBackgroundColor(
@@ -226,10 +228,13 @@ function LogsExplorerList({
 							),
 						}) as CSSProperties
 					}
-					onRowClick={(log): void => {
-						handleSetActiveLog(log);
+					onRowClick={(log, _itemKey, { isActive }): void => {
+						if (isActive) {
+							handleCloseLogDetail();
+						} else {
+							handleSetActiveLog(log);
+						}
 					}}
-					onRowDeactivate={handleCloseLogDetail}
 					activeRowIndex={activeLogIndex}
 					renderRowActions={(log): ReactNode => (
 						<LogLinesActionButtons
@@ -282,6 +287,7 @@ function LogsExplorerList({
 		options.maxLines,
 		options.fontSize,
 		activeLogIndex,
+		activeLogId,
 		logs,
 		onEndReached,
 		getItemContent,

frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/QueryBuilderSearchV2.tsx

@@ -756,10 +756,14 @@ function QueryBuilderSearchV2(
 
 			let operatorOptions;
 			if (currentFilterItem?.key?.dataType) {
-				operatorOptions = QUERY_BUILDER_OPERATORS_BY_TYPES[
-					currentFilterItem.key
-						.dataType as keyof typeof QUERY_BUILDER_OPERATORS_BY_TYPES
-				].map((operator) => ({
+				// Fallback to universal suggestions if no match found for currentFilter dataType
+				const operatorsForDataType =
+					QUERY_BUILDER_OPERATORS_BY_TYPES[
+						currentFilterItem.key
+							.dataType as keyof typeof QUERY_BUILDER_OPERATORS_BY_TYPES
+					] ?? QUERY_BUILDER_OPERATORS_BY_TYPES.universal;
+
+				operatorOptions = operatorsForDataType.map((operator) => ({
 					label: operator,
 					value: operator,
 				}));

frontend/src/container/QueryBuilder/filters/QueryBuilderSearchV2/__test__/QueryBuilderSearchV2.test.tsx

@@ -1,11 +1,6 @@
 import { QueryClient, QueryClientProvider } from 'react-query';
-import {
-	act,
-	fireEvent,
-	render,
-	RenderResult,
-	screen,
-} from '@testing-library/react';
+import { render, RenderResult, screen, within } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
 import {
 	initialQueriesMap,
 	initialQueryBuilderFormValues,
@@ -91,6 +86,9 @@ const renderWithContext = (props = {}): RenderResult => {
 	);
 };
 
+const getSearchCombobox = (): HTMLElement =>
+	within(screen.getByTestId('qb-search-select')).getByRole('combobox');
+
 // Constants to fix linter errors
 const TYPE_TAG = 'tag';
 const IS_COLUMN_FALSE = false;
@@ -113,6 +111,14 @@ const mockAggregateKeysData = {
 				isJSON: IS_JSON_FALSE,
 				id: 'service.name--string--tag--false',
 			},
+			{
+				key: 'unmapped.attribute',
+				dataType: 'not-a-real-data-type' as unknown as DataTypes,
+				type: TYPE_TAG,
+				isColumn: IS_COLUMN_FALSE,
+				isJSON: IS_JSON_FALSE,
+				id: 'unmapped.attribute--String--tag--false',
+			},
 		],
 	},
 };
@@ -165,41 +171,28 @@ jest.mock('hooks/dashboard/useDashboardVariables', () => ({
 }));
 
 describe('Suggestion Key -> Operator -> Value Flow', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
-	});
 	it('should complete full flow from key selection to value', async () => {
-		const { container } = renderWithContext();
+		const user = userEvent.setup({ delay: null });
+		renderWithContext();
 
-		// Get the combobox input specifically
-		const combobox = container.querySelector(
-			'.query-builder-search-v2 .ant-select-selection-search-input',
-		) as HTMLInputElement;
+		const combobox = getSearchCombobox();
 
 		// 1. Focus and type to trigger key suggestions
-		await act(async () => {
-			fireEvent.focus(combobox);
-			fireEvent.change(combobox, { target: { value: 'http.' } });
-		});
+		await user.click(combobox);
+		await user.type(combobox, 'http.');
 
 		// Wait for dropdown to appear
 		await screen.findByRole('listbox');
 
 		// 2. Select a key from suggestions
-		const statusOption = await screen.findByText('http.status');
-		await act(async () => {
-			fireEvent.click(statusOption);
-		});
+		await user.click(await screen.findByText('http.status'));
 
 		// Should show operator suggestions
 		expect(screen.getByText('=')).toBeInTheDocument();
 		expect(screen.getByText('!=')).toBeInTheDocument();
 
 		// 3. Select an operator
-		const equalsOption = screen.getByText('=');
-		await act(async () => {
-			fireEvent.click(equalsOption);
-		});
+		await user.click(screen.getByText('='));
 
 		// Should show value suggestions
 		expect(screen.getByText('200')).toBeInTheDocument();
@@ -207,10 +200,7 @@ describe('Suggestion Key -> Operator -> Value Flow', () => {
 		expect(screen.getByText('500')).toBeInTheDocument();
 
 		// 4. Select a value
-		const valueOption = screen.getByText('200');
-		await act(async () => {
-			fireEvent.click(valueOption);
-		});
+		await user.click(screen.getByText('200'));
 
 		// Verify final filter
 		expect(mockOnChange).toHaveBeenCalledWith(
@@ -227,39 +217,52 @@ describe('Suggestion Key -> Operator -> Value Flow', () => {
 	});
 });
 
-describe('Dynamic Variable Suggestions', () => {
-	beforeEach(() => {
-		jest.clearAllMocks();
+describe('Operator suggestions for data types missing from the operators map', () => {
+	it('should fall back to universal operators for a non-canonical data type', async () => {
+		const user = userEvent.setup({ delay: null });
+		renderWithContext();
+
+		const combobox = getSearchCombobox();
+
+		await user.click(combobox);
+		await user.type(combobox, 'unmapped.');
+
+		await screen.findByRole('listbox');
+
+		await user.click(await screen.findByText('unmapped.attribute'));
+
+		expect(screen.getByText('=')).toBeInTheDocument();
+		expect(screen.getByText('!=')).toBeInTheDocument();
+		expect(screen.getByText('>')).toBeInTheDocument();
+		expect(screen.getByText('<')).toBeInTheDocument();
+
+		expect(screen.queryByText('REGEX')).not.toBeInTheDocument();
+
+		await user.click(screen.getByText('='));
+
+		expect(combobox).toHaveDisplayValue(/unmapped\.attribute =/);
 	});
+});
 
+describe('Dynamic Variable Suggestions', () => {
 	it('should suggest dynamic variable when key matches a variable attribute', async () => {
-		const { container } = renderWithContext();
+		const user = userEvent.setup({ delay: null });
+		renderWithContext();
 
-		// Get the combobox input
-		const combobox = container.querySelector(
-			'.query-builder-search-v2 .ant-select-selection-search-input',
-		) as HTMLInputElement;
+		const combobox = getSearchCombobox();
 
 		// Focus and type to trigger key suggestions for service.name
-		await act(async () => {
-			fireEvent.focus(combobox);
-			fireEvent.change(combobox, { target: { value: 'service.' } });
-		});
+		await user.click(combobox);
+		await user.type(combobox, 'service.');
 
 		// Wait for dropdown to appear
 		await screen.findByRole('listbox');
 
 		// Select service.name key from suggestions
-		const serviceNameOption = await screen.findByText('service.name');
-		await act(async () => {
-			fireEvent.click(serviceNameOption);
-		});
+		await user.click(await screen.findByText('service.name'));
 
 		// Select equals operator
-		await act(async () => {
-			const equalsOption = screen.getByText('=');
-			fireEvent.click(equalsOption);
-		});
+		await user.click(screen.getByText('='));
 
 		// Should show value suggestions including the dynamic variable
 		// For 'service.name', we expect to see '$service' as the first suggestion
@@ -271,9 +274,7 @@ describe('Dynamic Variable Suggestions', () => {
 		expect(screen.getByText('404')).toBeInTheDocument();
 
 		// Select the variable suggestion
-		await act(async () => {
-			fireEvent.click(variableSuggestion);
-		});
+		await user.click(variableSuggestion);
 
 		// Verify the query was updated with the variable as value
 		expect(mockOnChange).toHaveBeenCalledWith(

frontend/src/container/RolesSettings/CreateEditRolePage/__tests__/JsonEditor.test.tsx

@@ -151,7 +151,9 @@ describe('JsonEditor', () => {
 			);
 			await user.click(await within(readToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'test-key-123{enter}');
 
 			await switchToJsonMode();

frontend/src/container/RolesSettings/CreateEditRolePage/__tests__/PermissionEditor.test.tsx

@@ -1,17 +1,10 @@
-import { Route, Switch } from 'react-router-dom';
-import ROUTES from 'constants/routes';
 import { server } from 'mocks-server/server';
-import { render, screen, userEvent, waitFor, within } from 'tests/test-utils';
+import { screen, userEvent, waitFor, within } from 'tests/test-utils';
 import { setupAuthzAdmin } from 'lib/authz/utils/authz-test-utils';
-import { TooltipProvider } from '@signozhq/ui/tooltip';
 
-import CreateEditRolePage from '../CreateEditRolePage';
+import { expandResourceCard, renderCreateRolePage } from './testUtils';
 
-async function expandAllCards(): Promise<void> {
-	const user = userEvent.setup();
-	const expandButton = await screen.findByTestId('expand-all-button');
-	await user.click(expandButton);
-}
+jest.setTimeout(15_000);
 
 beforeEach(() => {
 	server.use(setupAuthzAdmin());
@@ -21,35 +14,16 @@ afterEach(() => {
 	server.resetHandlers();
 });
 
-async function renderPage(): Promise<ReturnType<typeof render>> {
-	const result = render(
-		<TooltipProvider>
-			<Switch>
-				<Route path={ROUTES.ROLES_SETTINGS} exact>
-					<div data-testid="roles-list-redirect" />
-				</Route>
-				<Route path={ROUTES.ROLE_CREATE}>
-					<CreateEditRolePage />
-				</Route>
-			</Switch>
-		</TooltipProvider>,
-		undefined,
-		{ initialRoute: '/settings/roles/new' },
-	);
-	await screen.findByTestId('permission-editor');
-	return result;
-}
-
 describe('PermissionEditor', () => {
 	describe('mode toggle', () => {
 		it('renders permission editor with testId', async () => {
-			await renderPage();
+			await renderCreateRolePage();
 
 			expect(screen.getByTestId('permission-editor')).toBeInTheDocument();
 		});
 
 		it('defaults to interactive mode', async () => {
-			await renderPage();
+			await renderCreateRolePage();
 
 			const interactiveRadio = screen.getByTestId(
 				'permission-editor-mode-interactive',
@@ -59,7 +33,7 @@ describe('PermissionEditor', () => {
 
 		it('switches to JSON mode when clicked', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const jsonRadio = screen.getByTestId('permission-editor-mode-json');
 			await user.click(jsonRadio);
@@ -70,7 +44,7 @@ describe('PermissionEditor', () => {
 
 		it('switches back to interactive mode', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const jsonRadio = screen.getByTestId('permission-editor-mode-json');
 			await user.click(jsonRadio);
@@ -87,7 +61,7 @@ describe('PermissionEditor', () => {
 
 	describe('resource cards', () => {
 		it('renders all resource cards', async () => {
-			await renderPage();
+			await renderCreateRolePage();
 
 			expect(
 				screen.getByTestId('resource-card-factor-api-key'),
@@ -99,7 +73,7 @@ describe('PermissionEditor', () => {
 		});
 
 		it('resource cards are collapsed by default', async () => {
-			await renderPage();
+			await renderCreateRolePage();
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const header = within(apiKeyCard).getByTestId(
@@ -111,7 +85,7 @@ describe('PermissionEditor', () => {
 
 		it('expands resource card when header clicked', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const header = within(apiKeyCard).getByTestId(
@@ -125,7 +99,7 @@ describe('PermissionEditor', () => {
 
 		it('collapses expanded resource card when header clicked again', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const header = within(apiKeyCard).getByTestId(
@@ -139,7 +113,7 @@ describe('PermissionEditor', () => {
 		});
 
 		it('shows granted count in resource card header', async () => {
-			await renderPage();
+			await renderCreateRolePage();
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			await expect(
@@ -150,8 +124,8 @@ describe('PermissionEditor', () => {
 
 	describe('action toggles', () => {
 		it('renders action toggles for each available action', async () => {
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			expect(
@@ -169,8 +143,8 @@ describe('PermissionEditor', () => {
 		});
 
 		it('defaults all actions to None scope', async () => {
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -187,8 +161,8 @@ describe('PermissionEditor', () => {
 
 		it('changes scope to All when clicked', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -208,8 +182,8 @@ describe('PermissionEditor', () => {
 
 		it('updates granted count when scope changed', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -227,8 +201,8 @@ describe('PermissionEditor', () => {
 	describe('Only Selected scope', () => {
 		it('shows item input selector when Only Selected is chosen', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -239,13 +213,15 @@ describe('PermissionEditor', () => {
 				await within(createToggle).findByText('Only selected');
 			await user.click(onlySelectedBtn);
 
-			expect(screen.getByTestId('item-input-selector')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('item-input-selector-factor-api-key-read'),
+			).toBeInTheDocument();
 		});
 
 		it('adds item when typed and Enter pressed', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -254,7 +230,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'api-key-001{enter}');
 
 			await expect(screen.findByText('api-key-001')).resolves.toBeInTheDocument();
@@ -262,8 +240,8 @@ describe('PermissionEditor', () => {
 
 		it('adds item when Add button clicked', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -272,10 +250,14 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'api-key-002');
 
-			const addBtn = screen.getByTestId('item-input-selector-add-btn');
+			const addBtn = screen.getByTestId(
+				'item-input-selector-add-btn-factor-api-key-read',
+			);
 			await user.click(addBtn);
 
 			await expect(screen.findByText('api-key-002')).resolves.toBeInTheDocument();
@@ -283,8 +265,8 @@ describe('PermissionEditor', () => {
 
 		it('adds multiple items separated by comma', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -293,7 +275,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'key-a, key-b, key-c{enter}');
 
 			await expect(screen.findByText('key-a')).resolves.toBeInTheDocument();
@@ -303,8 +287,8 @@ describe('PermissionEditor', () => {
 
 		it('adds multiple items separated by space', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -313,7 +297,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'key-x key-y key-z{enter}');
 
 			await expect(screen.findByText('key-x')).resolves.toBeInTheDocument();
@@ -323,8 +309,8 @@ describe('PermissionEditor', () => {
 
 		it('does not add duplicate items', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -333,7 +319,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'same-key{enter}');
 			await user.type(input, 'same-key{enter}');
 
@@ -343,8 +331,8 @@ describe('PermissionEditor', () => {
 
 		it('removes item when X clicked', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -353,21 +341,139 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'removable-key{enter}');
 
-			const removeBtn = screen.getByRole('button', {
-				name: /remove removable-key/i,
+			const badge = await screen.findByTestId('item-badge-factor-api-key-read-0');
+			const removeBtn = within(badge).getByRole('button', {
+				name: 'Remove removable-key',
 			});
 			await user.click(removeBtn);
 
 			expect(screen.queryByText('removable-key')).not.toBeInTheDocument();
 		});
 
+		it('names each badge close button after the item it removes', async () => {
+			const user = userEvent.setup();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
+
+			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
+			const readToggle = within(apiKeyCard).getByTestId(
+				'action-toggle-factor-api-key-read',
+			);
+			await user.click(await within(readToggle).findByText('Only selected'));
+
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
+			await user.type(input, 'key-one key-two{enter}');
+
+			const firstBadge = await screen.findByTestId(
+				'item-badge-factor-api-key-read-0',
+			);
+			const secondBadge = screen.getByTestId('item-badge-factor-api-key-read-1');
+
+			expect(
+				within(firstBadge).getByRole('button', { name: 'Remove key-one' }),
+			).toBeInTheDocument();
+			expect(
+				within(secondBadge).getByRole('button', { name: 'Remove key-two' }),
+			).toBeInTheDocument();
+		});
+
+		it('exposes the full item value as a title so truncated badges stay readable', async () => {
+			const user = userEvent.setup();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
+
+			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
+			const readToggle = within(apiKeyCard).getByTestId(
+				'action-toggle-factor-api-key-read',
+			);
+			await user.click(await within(readToggle).findByText('Only selected'));
+
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
+			await user.type(input, 'a-very-long-api-key-identifier-000001{enter}');
+
+			const badge = await screen.findByTestId('item-badge-factor-api-key-read-0');
+			expect(
+				within(badge).getByTitle('a-very-long-api-key-identifier-000001'),
+			).toBeInTheDocument();
+		});
+
+		it('moves focus to the previous badge when closed with the keyboard', async () => {
+			const user = userEvent.setup();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
+
+			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
+			const readToggle = within(apiKeyCard).getByTestId(
+				'action-toggle-factor-api-key-read',
+			);
+			await user.click(await within(readToggle).findByText('Only selected'));
+
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
+			await user.type(input, 'key-one key-two{enter}');
+
+			const secondBadge = await screen.findByTestId(
+				'item-badge-factor-api-key-read-1',
+			);
+			within(secondBadge).getByRole('button', { name: 'Remove key-two' }).focus();
+
+			await user.keyboard('{Enter}');
+
+			await waitFor(() => {
+				const firstBadge = screen.getByTestId('item-badge-factor-api-key-read-0');
+				expect(
+					within(firstBadge).getByRole('button', { name: 'Remove key-one' }),
+				).toHaveFocus();
+			});
+		});
+
+		it('does not steal focus when a badge is closed with the mouse', async () => {
+			const user = userEvent.setup();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
+
+			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
+			const readToggle = within(apiKeyCard).getByTestId(
+				'action-toggle-factor-api-key-read',
+			);
+			await user.click(await within(readToggle).findByText('Only selected'));
+
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
+			await user.type(input, 'key-one key-two{enter}');
+
+			const secondBadge = await screen.findByTestId(
+				'item-badge-factor-api-key-read-1',
+			);
+			await user.click(
+				within(secondBadge).getByRole('button', { name: 'Remove key-two' }),
+			);
+
+			await waitFor(() => {
+				expect(screen.queryByText('key-two')).not.toBeInTheDocument();
+			});
+
+			const firstBadge = screen.getByTestId('item-badge-factor-api-key-read-0');
+			expect(
+				within(firstBadge).getByRole('button', { name: 'Remove key-one' }),
+			).not.toHaveFocus();
+		});
+
 		it('shows Add button disabled when input is empty', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -376,7 +482,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const addBtn = screen.getByTestId('item-input-selector-add-btn');
+			const addBtn = screen.getByTestId(
+				'item-input-selector-add-btn-factor-api-key-read',
+			);
 			expect(addBtn).toBeDisabled();
 		});
 	});
@@ -384,8 +492,8 @@ describe('PermissionEditor', () => {
 	describe('scope change confirmation dialog', () => {
 		it('shows confirm dialog when leaving Only Selected with items', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -394,7 +502,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'will-be-cleared{enter}');
 
 			await user.click(await within(createToggle).findByText('All'));
@@ -406,8 +516,8 @@ describe('PermissionEditor', () => {
 
 		it('clears items when confirmed', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -416,7 +526,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'to-be-cleared{enter}');
 
 			await user.click(await within(createToggle).findByText('All'));
@@ -433,8 +545,8 @@ describe('PermissionEditor', () => {
 
 		it('keeps items when cancelled', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -443,7 +555,9 @@ describe('PermissionEditor', () => {
 
 			await user.click(await within(createToggle).findByText('Only selected'));
 
-			const input = screen.getByTestId('item-input-selector-input');
+			const input = screen.getByTestId(
+				'item-input-selector-input-factor-api-key-read',
+			);
 			await user.type(input, 'preserved-key{enter}');
 
 			await user.click(await within(createToggle).findByText('None'));
@@ -455,13 +569,15 @@ describe('PermissionEditor', () => {
 				screen.findByText('preserved-key'),
 			).resolves.toBeInTheDocument();
 
-			expect(screen.getByTestId('item-input-selector')).toBeInTheDocument();
+			expect(
+				screen.getByTestId('item-input-selector-factor-api-key-read'),
+			).toBeInTheDocument();
 		});
 
 		it('does not show dialog when leaving Only Selected with no items', async () => {
 			const user = userEvent.setup();
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const createToggle = within(apiKeyCard).getByTestId(
@@ -479,8 +595,8 @@ describe('PermissionEditor', () => {
 
 	describe('verbs without Only Selected option', () => {
 		it('does not show Only Selected for list verb', async () => {
-			await renderPage();
-			await expandAllCards();
+			await renderCreateRolePage();
+			await expandResourceCard('factor-api-key');
 
 			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
 			const listToggle = within(apiKeyCard).getByTestId(
@@ -501,7 +617,7 @@ describe('PermissionEditor', () => {
 
 	describe('collapse/expand all resources', () => {
 		it('shows expand/collapse toggle group', async () => {
-			await renderPage();
+			await renderCreateRolePage();
 
 			expect(screen.getByTestId('toggle-all-group')).toBeInTheDocument();
 			expect(screen.getByTestId('expand-all-button')).toBeInTheDocument();
@@ -509,21 +625,23 @@ describe('PermissionEditor', () => {
 		});
 
 		it('expands all cards when expand button clicked', async () => {
-			await renderPage();
-			await expandAllCards();
+			const user = userEvent.setup();
+			await renderCreateRolePage();
 
-			const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
-			const header = within(apiKeyCard).getByTestId(
-				'resource-card-header-factor-api-key',
-			);
-			expect(header).toHaveAttribute('aria-expanded', 'true');
+			await user.click(screen.getByTestId('expand-all-button'));
+
+			const headers = screen.getAllByTestId(/^resource-card-header-/);
+			expect(headers.length).toBeGreaterThan(1);
+			headers.forEach((header) => {
+				expect(header).toHaveAttribute('aria-expanded', 'true');
+			});
 		});
 	});
 
 	describe('resource card error states', () => {
 		it('shows error border on collapsed card with validation error', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const nameInput = screen.getByTestId('role-name-input');
 			await user.type(nameInput, 'valid-role');
@@ -553,7 +671,7 @@ describe('PermissionEditor', () => {
 
 		it('hides error border when card is expanded', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const nameInput = screen.getByTestId('role-name-input');
 			await user.type(nameInput, 'valid-role');
@@ -590,7 +708,7 @@ describe('PermissionEditor', () => {
 
 		it('clears validation error when permission is changed', async () => {
 			const user = userEvent.setup();
-			await renderPage();
+			await renderCreateRolePage();
 
 			const nameInput = screen.getByTestId('role-name-input');
 			await user.type(nameInput, 'valid-role');

frontend/src/container/RolesSettings/CreateEditRolePage/__tests__/PermissionEditor.wizard.test.tsx

@@ -0,0 +1,466 @@
+import { server } from 'mocks-server/server';
+import { screen, userEvent, waitFor, within } from 'tests/test-utils';
+import { setupAuthzAdmin } from 'lib/authz/utils/authz-test-utils';
+
+import { expandResourceCard, renderCreateRolePage } from './testUtils';
+
+jest.setTimeout(15_000);
+
+beforeEach(() => {
+	server.use(setupAuthzAdmin());
+});
+
+afterEach(() => {
+	server.resetHandlers();
+});
+
+async function selectOnlySelected(
+	user: ReturnType<typeof userEvent.setup>,
+	resource = 'logs',
+): Promise<void> {
+	await renderCreateRolePage();
+	await expandResourceCard(resource);
+
+	const card = screen.getByTestId(`resource-card-${resource}`);
+	const readToggle = within(card).getByTestId(`action-toggle-${resource}-read`);
+	await user.click(await within(readToggle).findByText('Only selected'));
+}
+
+async function selectLogsOnlySelected(
+	user: ReturnType<typeof userEvent.setup>,
+): Promise<void> {
+	await selectOnlySelected(user, 'logs');
+}
+
+async function openWizard(
+	user: ReturnType<typeof userEvent.setup>,
+	resource = 'logs',
+): Promise<void> {
+	await selectOnlySelected(user, resource);
+
+	await user.click(
+		screen.getByTestId(`telemetry-wizard-trigger-${resource}-read`),
+	);
+	await screen.findByTestId(`telemetry-wizard-dialog-${resource}-read`);
+}
+
+async function openLogsWizard(
+	user: ReturnType<typeof userEvent.setup>,
+): Promise<void> {
+	await openWizard(user, 'logs');
+}
+
+describe('PermissionEditor - TelemetrySelectorWizard', () => {
+	it('shows wizard button for telemetry resources', async () => {
+		const user = userEvent.setup();
+		await selectLogsOnlySelected(user);
+
+		expect(
+			screen.getByTestId('telemetry-wizard-trigger-logs-read'),
+		).toBeInTheDocument();
+	});
+
+	it('does not show wizard button for non-telemetry resources', async () => {
+		await renderCreateRolePage();
+		await expandResourceCard('factor-api-key');
+
+		const apiKeyCard = screen.getByTestId('resource-card-factor-api-key');
+		const readToggle = within(apiKeyCard).getByTestId(
+			'action-toggle-factor-api-key-read',
+		);
+
+		const user = userEvent.setup();
+		await user.click(await within(readToggle).findByText('Only selected'));
+
+		expect(
+			within(apiKeyCard).queryByTestId(
+				'telemetry-wizard-trigger-factor-api-key-read',
+			),
+		).not.toBeInTheDocument();
+	});
+
+	it('opens wizard dialog when trigger clicked', async () => {
+		const user = userEvent.setup();
+		await selectLogsOnlySelected(user);
+
+		await user.click(screen.getByTestId('telemetry-wizard-trigger-logs-read'));
+
+		await expect(
+			screen.findByTestId('telemetry-wizard-dialog-logs-read'),
+		).resolves.toBeInTheDocument();
+	});
+
+	it('adds a query-type wildcard when the value is left empty', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await expect(
+			screen.findByText('builder_query/*'),
+		).resolves.toBeInTheDocument();
+	});
+
+	it('does not offer builder sub query', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+
+		expect(screen.queryByText('Builder Sub Query')).not.toBeInTheDocument();
+	});
+
+	it('does not show PromQL for logs', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+
+		expect(
+			screen.queryByTestId('wizard-query-type-option-promql-logs-read'),
+		).not.toBeInTheDocument();
+	});
+
+	it('does not show PromQL for traces', async () => {
+		const user = userEvent.setup();
+		await openWizard(user, 'traces');
+
+		await user.click(screen.getByTestId('wizard-query-type-select-traces-read'));
+
+		expect(
+			screen.queryByTestId('wizard-query-type-option-promql-traces-read'),
+		).not.toBeInTheDocument();
+	});
+
+	it('allows PromQL for metrics', async () => {
+		const user = userEvent.setup();
+		await openWizard(user, 'metrics');
+
+		await user.click(screen.getByTestId('wizard-query-type-select-metrics-read'));
+		await user.click(
+			await screen.findByTestId('wizard-query-type-option-promql-metrics-read'),
+		);
+
+		await user.click(screen.getByTestId('wizard-add-btn-metrics-read'));
+
+		await expect(screen.findByText('promql/*')).resolves.toBeInTheDocument();
+	});
+
+	it('hardcodes the key and does not let it be edited', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const keyInput = screen.getByTestId('wizard-key-input-logs-read');
+		expect(keyInput).toHaveValue('signoz.workspace.key.id');
+		expect(keyInput).toBeDisabled();
+	});
+
+	it('hides Key field for query types that do not support key scoping', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+		await user.click(await screen.findByText('ClickHouse SQL'));
+
+		expect(
+			screen.queryByTestId('wizard-key-input-logs-read'),
+		).not.toBeInTheDocument();
+	});
+
+	it('adds a key-scoped selector when the value is filled', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.type(screen.getByTestId('wizard-value-input-logs-read'), '123');
+
+		expect(screen.getByTestId('wizard-selector-input-logs-read')).toHaveValue(
+			'builder_query/signoz.workspace.key.id/123',
+		);
+
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await expect(
+			screen.findByText('builder_query/signoz.workspace.key.id/123'),
+		).resolves.toBeInTheDocument();
+	});
+
+	it('replaces the value with a wildcard when any resource is checked', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByLabelText('Any value'));
+
+		expect(screen.getByTestId('wizard-value-input-logs-read')).toHaveValue('*');
+
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await expect(
+			screen.findByText('builder_query/signoz.workspace.key.id/*'),
+		).resolves.toBeInTheDocument();
+	});
+
+	it('clears the value when any resource is unchecked', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const anyResource = screen.getByLabelText('Any value');
+		await user.click(anyResource);
+		expect(anyResource).toBeChecked();
+
+		await user.click(anyResource);
+
+		expect(anyResource).not.toBeChecked();
+		expect(screen.getByTestId('wizard-value-input-logs-read')).toHaveValue('');
+	});
+
+	it('checks any resource when the value is typed as a wildcard', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.type(screen.getByTestId('wizard-value-input-logs-read'), '*');
+
+		expect(screen.getByLabelText('Any value')).toBeChecked();
+	});
+
+	it('disables value scoping for query types that do not support it', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+		await user.click(await screen.findByText('ClickHouse SQL'));
+
+		expect(screen.getByTestId('wizard-value-input-logs-read')).toBeDisabled();
+		expect(screen.getByLabelText('Any value')).toBeDisabled();
+	});
+
+	it('clears the value when switching to a query type without key scoping', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.type(screen.getByTestId('wizard-value-input-logs-read'), '123');
+
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+		await user.click(await screen.findByText('ClickHouse SQL'));
+
+		expect(screen.getByTestId('wizard-value-input-logs-read')).toHaveValue('');
+		expect(screen.getByTestId('wizard-selector-input-logs-read')).toHaveValue(
+			'clickhouse_sql/*',
+		);
+
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await expect(
+			screen.findByText('clickhouse_sql/*'),
+		).resolves.toBeInTheDocument();
+	});
+
+	it('follows a hand-edited selector on the query type and value inputs', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const selectorInput = screen.getByTestId('wizard-selector-input-logs-read');
+		await user.clear(selectorInput);
+		await user.type(
+			selectorInput,
+			'clickhouse_sql/signoz.workspace.key.id/checkout',
+		);
+
+		const selectTrigger = screen.getByTestId(
+			'wizard-query-type-select-logs-read',
+		);
+		expect(within(selectTrigger).getByText('ClickHouse SQL')).toBeInTheDocument();
+		expect(screen.getByTestId('wizard-value-input-logs-read')).toHaveValue(
+			'checkout',
+		);
+	});
+
+	it('checks any resource when the selector is edited to a wildcard value', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const selectorInput = screen.getByTestId('wizard-selector-input-logs-read');
+		await user.clear(selectorInput);
+		await user.type(selectorInput, 'builder_query/signoz.workspace.key.id/*');
+
+		expect(screen.getByLabelText('Any value')).toBeChecked();
+	});
+
+	it('keeps the key input hardcoded when the selector uses another key', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const selectorInput = screen.getByTestId('wizard-selector-input-logs-read');
+		await user.clear(selectorInput);
+		await user.type(selectorInput, 'builder_query/service.name/frontend');
+
+		expect(screen.getByTestId('wizard-key-input-logs-read')).toHaveValue(
+			'signoz.workspace.key.id',
+		);
+		expect(
+			screen.getByTestId('wizard-selector-hint-logs-read'),
+		).toHaveTextContent('Allow service.name=frontend for Builder Query queries.');
+		expect(screen.getByTestId('wizard-add-btn-logs-read')).not.toBeDisabled();
+	});
+
+	it('restores the hardcoded key in the selector once the value changes', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const selectorInput = screen.getByTestId('wizard-selector-input-logs-read');
+		await user.clear(selectorInput);
+		await user.type(selectorInput, 'builder_query/service.name/frontend');
+
+		await user.type(screen.getByTestId('wizard-value-input-logs-read'), '2');
+
+		expect(selectorInput).toHaveValue(
+			'builder_query/signoz.workspace.key.id/frontend2',
+		);
+		expect(screen.getByTestId('wizard-add-btn-logs-read')).not.toBeDisabled();
+	});
+
+	it('blocks adding when the selector has an unknown query type', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const selectorInput = screen.getByTestId('wizard-selector-input-logs-read');
+		await user.clear(selectorInput);
+		await user.type(selectorInput, 'sql_query/*');
+
+		expect(
+			screen.getByTestId('wizard-selector-hint-logs-read'),
+		).toHaveTextContent('"sql_query" is not a supported query type.');
+		expect(screen.getByTestId('wizard-add-btn-logs-read')).toBeDisabled();
+	});
+
+	it('blocks adding when the selector is emptied', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.clear(screen.getByTestId('wizard-selector-input-logs-read'));
+
+		expect(
+			screen.getByTestId('wizard-selector-hint-logs-read'),
+		).toHaveTextContent('Enter a selector.');
+		expect(screen.getByTestId('wizard-add-btn-logs-read')).toBeDisabled();
+	});
+
+	it('adds the hand-edited selector verbatim', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		const selectorInput = screen.getByTestId('wizard-selector-input-logs-read');
+		await user.clear(selectorInput);
+		await user.type(selectorInput, 'builder_query/signoz.workspace.key.id/a/b');
+
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await expect(
+			screen.findByText('builder_query/signoz.workspace.key.id/a/b'),
+		).resolves.toBeInTheDocument();
+	});
+
+	it('closes dialog after adding selector', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await waitFor(() => {
+			expect(
+				screen.queryByTestId('telemetry-wizard-dialog-logs-read'),
+			).not.toBeInTheDocument();
+		});
+	});
+
+	it('does not add duplicate selectors', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		await user.click(screen.getByTestId('telemetry-wizard-trigger-logs-read'));
+		await screen.findByTestId('telemetry-wizard-dialog-logs-read');
+		await user.click(screen.getByTestId('wizard-add-btn-logs-read'));
+
+		const badges = screen.getAllByText('builder_query/*');
+		expect(badges).toHaveLength(1);
+	});
+
+	it('resets wizard state when dialog is closed and reopened', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.type(screen.getByTestId('wizard-value-input-logs-read'), '123');
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+		await user.click(await screen.findByText('ClickHouse SQL'));
+
+		await user.click(screen.getByRole('button', { name: /cancel/i }));
+
+		await waitFor(() => {
+			expect(
+				screen.queryByTestId('telemetry-wizard-dialog-logs-read'),
+			).not.toBeInTheDocument();
+		});
+
+		await user.click(screen.getByTestId('telemetry-wizard-trigger-logs-read'));
+		const selectTrigger = await screen.findByTestId(
+			'wizard-query-type-select-logs-read',
+		);
+
+		expect(within(selectTrigger).getByText('Builder Query')).toBeInTheDocument();
+		expect(screen.getByTestId('wizard-value-input-logs-read')).toHaveValue('');
+		expect(screen.getByTestId('wizard-selector-input-logs-read')).toHaveValue(
+			'builder_query/*',
+		);
+	});
+
+	it('previews the query-type wildcard while the value is empty', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		expect(screen.getByTestId('wizard-selector-input-logs-read')).toHaveValue(
+			'builder_query/*',
+		);
+		expect(
+			screen.getByTestId('wizard-selector-hint-logs-read'),
+		).toHaveTextContent('Allow every "Builder Query" query.');
+	});
+
+	it('describes a key-scoped selector', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.type(screen.getByTestId('wizard-value-input-logs-read'), '123');
+
+		expect(
+			screen.getByTestId('wizard-selector-hint-logs-read'),
+		).toHaveTextContent(
+			'Allow signoz.workspace.key.id=123 for Builder Query queries.',
+		);
+	});
+
+	it('describes an any-resource selector', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByLabelText('Any value'));
+
+		expect(
+			screen.getByTestId('wizard-selector-hint-logs-read'),
+		).toHaveTextContent(
+			'Allow every signoz.workspace.key.id for Builder Query queries.',
+		);
+	});
+
+	it('does not show query type descriptions', async () => {
+		const user = userEvent.setup();
+		await openLogsWizard(user);
+
+		await user.click(screen.getByTestId('wizard-query-type-select-logs-read'));
+
+		expect(
+			screen.queryByText(
+				'Visual query builder for selecting data sources, filters, and aggregations',
+			),
+		).not.toBeInTheDocument();
+	});
+});

frontend/src/container/RolesSettings/CreateEditRolePage/__tests__/testUtils.tsx

@@ -0,0 +1,35 @@
+import { Route, Switch } from 'react-router-dom';
+import ROUTES from 'constants/routes';
+import { render, screen, userEvent, within } from 'tests/test-utils';
+import { TooltipProvider } from '@signozhq/ui/tooltip';
+
+import CreateEditRolePage from '../CreateEditRolePage';
+
+export async function renderCreateRolePage(): Promise<
+	ReturnType<typeof render>
+> {
+	const result = render(
+		<TooltipProvider>
+			<Switch>
+				<Route path={ROUTES.ROLES_SETTINGS} exact>
+					<div data-testid="roles-list-redirect" />
+				</Route>
+				<Route path={ROUTES.ROLE_CREATE}>
+					<CreateEditRolePage />
+				</Route>
+			</Switch>
+		</TooltipProvider>,
+		undefined,
+		{ initialRoute: '/settings/roles/new' },
+	);
+	await screen.findByTestId('permission-editor');
+	return result;
+}
+
+export async function expandResourceCard(resourceId: string): Promise<void> {
+	const user = userEvent.setup();
+	const card = await screen.findByTestId(`resource-card-${resourceId}`);
+	await user.click(
+		within(card).getByTestId(`resource-card-header-${resourceId}`),
+	);
+}

frontend/src/container/RolesSettings/CreateEditRolePage/components/ActionToggle.tsx

@@ -7,6 +7,7 @@ import { Typography } from '@signozhq/ui/typography';
 import { PermissionScope } from '../../types';
 import { getResourcePanel } from '../../permissions.config';
 import ItemInputSelector from './ItemInputSelector';
+import TelemetrySelectorWizard from './TelemetrySelectorWizard';
 
 import styles from './ActionToggle.module.scss';
 import { AuthZResource, AuthZVerb } from 'lib/authz/hooks/useAuthZ/types';
@@ -39,10 +40,13 @@ function ActionToggle({
 	onSelectedIdsChange,
 	hasError = false,
 }: ActionToggleProps): JSX.Element {
+	const panel = getResourcePanel(resource);
+
 	const [confirmDialogOpen, setConfirmDialogOpen] = useState(false);
 	const [pendingScope, setPendingScope] = useState<PermissionScope | null>(null);
 
 	const displayLabel = getActionLabel(action);
+	const selectorTestId = `${resource}-${action}`;
 
 	const scopeItems: Array<{ value: PermissionScope; label: string }> =
 		useMemo(() => {
@@ -121,11 +125,25 @@ function ActionToggle({
 						<Divider />
 
 						<ItemInputSelector
-							placeholder={getResourcePanel(resource).selectorPlaceholder}
+							placeholder={panel.selectorPlaceholder}
 							selectedIds={selectedIds}
 							onChange={onSelectedIdsChange}
-							docsAnchor={getResourcePanel(resource).docsAnchor}
+							testId={selectorTestId}
+							docsAnchor={panel.docsAnchor}
 							hasError={hasError}
+							prefixElement={
+								panel.selectorType === 'telemetryBuilder' ? (
+									<TelemetrySelectorWizard
+										resource={resource}
+										testId={selectorTestId}
+										onAdd={(selector): void => {
+											if (!selectedIds.includes(selector)) {
+												onSelectedIdsChange([...selectedIds, selector]);
+											}
+										}}
+									/>
+								) : null
+							}
 						/>
 					</div>
 				)}

frontend/src/container/RolesSettings/CreateEditRolePage/components/ItemInputSelector.module.scss

@@ -4,9 +4,10 @@
 	gap: var(--spacing-4);
 	background: var(--l1-background);
 	border: 1px solid var(--l1-border);
-	border-radius: 4px;
+	border-radius: var(--radius-2);
 	padding: var(--spacing-4);
 
+	--input-prefix-padding: var(--spacing-2);
 	--input-suffix-padding: var(--spacing-2);
 }
 
@@ -41,6 +42,11 @@
 	overflow-y: auto;
 }
 
+.itemInputSelectorBadge {
+	--badge-border-radius: 4px;
+	--badge-hover-background: var(--l2-background) !important;
+}
+
 .itemInputSelectorInfoIcon {
 	flex-shrink: 0;
 	color: var(--l2-foreground);
@@ -51,55 +57,7 @@
 	}
 }
 
-.itemInputSelectorBadge {
-	display: inline-flex;
-	align-items: center;
-	gap: 4px;
-	max-width: 140px;
-	padding: 2px 4px 2px 6px;
-	background: var(--l2-background);
-	border: 1px solid var(--l2-border);
-	border-radius: 4px;
-}
-
-.itemInputSelectorBadgeLabel {
-	flex: 1;
-	min-width: 0;
-}
-
-.itemInputSelectorBadgeRemove {
-	flex-shrink: 0;
-	display: flex;
-	align-items: center;
-	justify-content: center;
-	width: 14px;
-	height: 14px;
-	padding: 0;
-	background: transparent;
-	border: none;
-	border-radius: 2px;
-	color: var(--l2-foreground);
-	cursor: pointer;
-	transition:
-		background 0.15s ease,
-		color 0.15s ease;
-
-	&:hover {
-		background: var(--l1-background);
-		color: var(--l1-foreground);
-	}
-}
-
 .itemInputSelectorHint {
 	margin: 0;
 	color: var(--l2-foreground);
-
-	a {
-		color: var(--primary);
-		text-decoration: none;
-
-		&:hover {
-			text-decoration: underline;
-		}
-	}
 }

frontend/src/container/RolesSettings/CreateEditRolePage/components/ItemInputSelector.tsx

@@ -1,5 +1,6 @@
 import { useCallback, useRef, useState } from 'react';
-import { Info, Plus, X } from '@signozhq/icons';
+import { Info, Plus } from '@signozhq/icons';
+import { Badge } from '@signozhq/ui/badge';
 import { Button } from '@signozhq/ui/button';
 import { Input } from '@signozhq/ui/input';
 import { Typography } from '@signozhq/ui/typography';
@@ -15,8 +16,10 @@ export interface ItemInputSelectorProps {
 	placeholder: string;
 	selectedIds: string[];
 	onChange: (ids: string[]) => void;
+	testId: string;
 	docsAnchor?: string;
 	hasError?: boolean;
+	prefixElement?: React.ReactNode;
 }
 
 function parseInputValues(input: string): string[] {
@@ -30,11 +33,13 @@ function ItemInputSelector({
 	placeholder,
 	selectedIds,
 	onChange,
+	testId,
 	docsAnchor = 'role',
 	hasError = false,
+	prefixElement,
 }: ItemInputSelectorProps): JSX.Element {
 	const [inputValue, setInputValue] = useState('');
-	const footerRef = useRef<HTMLDivElement>(null);
+	const badgesRef = useRef<HTMLDivElement>(null);
 
 	const addValues = useCallback(
 		(input: string): void => {
@@ -87,26 +92,24 @@ function ItemInputSelector({
 		[selectedIds, onChange],
 	);
 
-	const handleBadgeKeyDown = useCallback(
-		(
-			e: React.KeyboardEvent<HTMLButtonElement>,
-			itemId: string,
-			index: number,
-		): void => {
-			if (e.key !== 'Enter' && e.key !== ' ') {
-				return;
-			}
-
+	const handleBadgeClose = useCallback(
+		(e: React.MouseEvent, itemId: string, index: number): void => {
 			e.preventDefault();
 			handleRemove(itemId);
 
+			// Activating a button via Enter/Space reports detail 0;
+			// a real click reports 1 or more
+			// Only trigger focus when using keyboard
+			const isKeyboardActivation = e.detail === 0;
+
+			if (!isKeyboardActivation) {
+				return;
+			}
+
 			const targetIndex = index > 0 ? index - 1 : 0;
 			requestAnimationFrame(() => {
-				const buttons = footerRef.current?.querySelectorAll('button');
-				const targetButton = buttons?.[targetIndex] as
-					| HTMLButtonElement
-					| undefined;
-				targetButton?.focus();
+				const buttons = badgesRef.current?.querySelectorAll('button');
+				buttons?.[targetIndex]?.focus();
 			});
 		},
 		[handleRemove],
@@ -120,7 +123,7 @@ function ItemInputSelector({
 				styles.itemInputSelector,
 				showError ? styles.itemInputSelectorError : '',
 			)}
-			data-testid="item-input-selector"
+			data-testid={`item-input-selector-${testId}`}
 		>
 			<Input
 				placeholder={placeholder}
@@ -128,14 +131,15 @@ function ItemInputSelector({
 				onChange={handleInputChange}
 				onKeyDown={handleInputKeyDown}
 				onBlur={handleInputBlur}
-				data-testid="item-input-selector-input"
+				data-testid={`item-input-selector-input-${testId}`}
+				prefix={prefixElement}
 				suffix={
 					<Button
 						variant="solid"
 						size="sm"
 						onClick={handleAddClick}
 						disabled={!inputValue.trim()}
-						data-testid="item-input-selector-add-btn"
+						data-testid={`item-input-selector-add-btn-${testId}`}
 					>
 						<Plus size={14} />
 						Add
@@ -144,28 +148,22 @@ function ItemInputSelector({
 			/>
 
 			{selectedIds.length > 0 ? (
-				<div ref={footerRef} className={styles.itemInputSelectorFooter}>
-					<div className={styles.itemInputSelectorBadges}>
+				<div className={styles.itemInputSelectorFooter}>
+					<div ref={badgesRef} className={styles.itemInputSelectorBadges}>
 						{selectedIds.map((id, index) => (
-							<span key={id} className={styles.itemInputSelectorBadge} title={id}>
-								<Typography
-									as="span"
-									size="small"
-									truncate={1}
-									className={styles.itemInputSelectorBadgeLabel}
-								>
+							<Badge
+								key={id}
+								color="secondary"
+								className={styles.itemInputSelectorBadge}
+								testId={`item-badge-${testId}-${index}`}
+								closable
+								closeAriaLabel={`Remove ${id}`}
+								onClose={(e): void => handleBadgeClose(e, id, index)}
+							>
+								<Typography as="span" size="small" truncate={1} title={id}>
 									{id}
 								</Typography>
-								<button
-									type="button"
-									className={styles.itemInputSelectorBadgeRemove}
-									onClick={(): void => handleRemove(id)}
-									onKeyDown={(e): void => handleBadgeKeyDown(e, id, index)}
-									aria-label={`Remove ${id}`}
-								>
-									<X size={10} />
-								</button>
-							</span>
+							</Badge>
 						))}
 					</div>
 					<TooltipSimple

frontend/src/container/RolesSettings/CreateEditRolePage/components/TelemetrySelectorWizard.constants.ts

@@ -0,0 +1,50 @@
+// intentionally omitting few query types
+// from pkg/types/querybuildertypes/querybuildertypesv5/query_type.go
+export type QueryTypeId = 'builder_query' | 'promql' | 'clickhouse_sql';
+
+export interface QueryTypeOption {
+	id: QueryTypeId;
+	label: string;
+	supportsKeyScoping: boolean;
+	metricsOnly?: boolean;
+}
+
+export const QUERY_TYPES: readonly QueryTypeOption[] = [
+	{
+		id: 'builder_query',
+		label: 'Builder Query',
+		supportsKeyScoping: true,
+	},
+	{
+		id: 'promql',
+		label: 'PromQL',
+		supportsKeyScoping: false,
+		metricsOnly: true,
+	},
+	{
+		id: 'clickhouse_sql',
+		label: 'ClickHouse SQL',
+		supportsKeyScoping: false,
+	},
+] as const;
+
+export const DEFAULT_QUERY_TYPE: QueryTypeId = 'builder_query';
+
+export const SUPPORTED_GRANT_KEY = 'signoz.workspace.key.id';
+
+export const ANY_RESOURCE_VALUE = '*';
+
+export interface SelectorDraft {
+	queryType: QueryTypeId;
+	value: string;
+}
+
+export interface ParsedSelector {
+	queryType?: QueryTypeId;
+	value: string;
+}
+
+export interface SelectorValidation {
+	message: string;
+	isError: boolean;
+}

frontend/src/container/RolesSettings/CreateEditRolePage/components/TelemetrySelectorWizard.module.scss

@@ -0,0 +1,52 @@
+.wizardDialog {
+	border-color: var(--l1-border);
+
+	--select-trigger-background-color: var(--l3-background);
+	--select-trigger-border-color: var(--l3-background);
+	--select-content-background: var(--l3-background);
+	--select-item-highlight-background: var(--l3-background-hover);
+	--select-trigger-outline-width: 1px;
+	--select-trigger-outline-offset: 0px;
+
+	--input-background: var(--l3-background);
+	--input-hover-background: var(--l3-background);
+	--input-focus-background: var(--l3-background);
+	--input-disabled-background: var(--l3-background);
+	--input-border-color: var(--l3-border);
+	--input-hover-border-color: var(--l3-border);
+	--input-focus-border-color: var(--l3-border);
+
+	outline: none;
+
+	& > div {
+		background-color: var(--l2-background);
+	}
+}
+
+.wizardBody {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-6);
+}
+
+.wizardField {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-2);
+}
+
+.wizardValueRow {
+	display: flex;
+	align-items: center;
+	gap: var(--spacing-3);
+}
+
+.wizardValueInput {
+	flex: 1;
+	min-width: 0;
+}
+
+.selectContent {
+	z-index: 10;
+	background-color: var(--l3-background);
+}

frontend/src/container/RolesSettings/CreateEditRolePage/components/TelemetrySelectorWizard.tsx

@@ -0,0 +1,190 @@
+import { Wand } from '@signozhq/icons';
+import { Button } from '@signozhq/ui/button';
+import { Checkbox } from '@signozhq/ui/checkbox';
+import { DialogWrapper } from '@signozhq/ui/dialog';
+import { Input } from '@signozhq/ui/input';
+import {
+	Select,
+	SelectContent,
+	SelectItem,
+	SelectTrigger,
+	SelectValue,
+} from '@signozhq/ui/select';
+import { Typography } from '@signozhq/ui/typography';
+
+import {
+	ANY_RESOURCE_VALUE,
+	QUERY_TYPES,
+	SUPPORTED_GRANT_KEY,
+} from './TelemetrySelectorWizard.constants';
+import { isQueryTypeAvailable } from './TelemetrySelectorWizard.utils';
+import useTelemetrySelectorWizard from './useTelemetrySelectorWizard';
+
+import styles from './TelemetrySelectorWizard.module.scss';
+import { AuthZResource } from 'lib/authz/hooks/useAuthZ/types';
+
+interface TelemetrySelectorWizardProps {
+	onAdd: (selector: string) => void;
+	resource: AuthZResource;
+	testId: string;
+}
+
+function TelemetrySelectorWizard({
+	onAdd,
+	resource,
+	testId,
+}: TelemetrySelectorWizardProps): JSX.Element {
+	const {
+		open,
+		queryType,
+		selectedQueryType,
+		value,
+		selector,
+		isAnyResource,
+		supportsKeyScoping,
+		validation,
+		canAdd,
+		handleOpenChange,
+		handleQueryTypeChange,
+		handleValueChange,
+		handleAnyResourceChange,
+		handleSelectorChange,
+		handleAdd,
+		handleInputKeyDown,
+	} = useTelemetrySelectorWizard({ onAdd });
+
+	const trigger = (
+		<Button
+			variant="solid"
+			size="sm"
+			data-testid={`telemetry-wizard-trigger-${testId}`}
+		>
+			<Wand size={14} />
+			Wizard
+		</Button>
+	);
+
+	const footer = (
+		<>
+			<Button
+				variant="ghost"
+				color="secondary"
+				onClick={(): void => handleOpenChange(false)}
+			>
+				Cancel
+			</Button>
+			<Button
+				variant="solid"
+				onClick={handleAdd}
+				disabled={!canAdd}
+				data-testid={`wizard-add-btn-${testId}`}
+			>
+				Add Selector
+			</Button>
+		</>
+	);
+
+	return (
+		<DialogWrapper
+			open={open}
+			onOpenChange={handleOpenChange}
+			title="Selector Wizard"
+			width="wide"
+			testId={`telemetry-wizard-dialog-${testId}`}
+			trigger={trigger}
+			footer={footer}
+			className={styles.wizardDialog}
+		>
+			<div className={styles.wizardBody}>
+				<div className={styles.wizardField}>
+					<Typography as="label" weight="medium">
+						Query Type
+					</Typography>
+					<Select value={queryType} onChange={handleQueryTypeChange}>
+						<SelectTrigger data-testid={`wizard-query-type-select-${testId}`}>
+							<SelectValue>{selectedQueryType?.label}</SelectValue>
+						</SelectTrigger>
+						<SelectContent withPortal={false} className={styles.selectContent}>
+							{QUERY_TYPES.filter((queryTypeOption) =>
+								isQueryTypeAvailable(queryTypeOption, resource),
+							).map((queryTypeOption) => (
+								<SelectItem
+									key={queryTypeOption.id}
+									value={queryTypeOption.id}
+									testId={`wizard-query-type-option-${queryTypeOption.id}-${testId}`}
+								>
+									{queryTypeOption.label}
+								</SelectItem>
+							))}
+						</SelectContent>
+					</Select>
+				</div>
+
+				{supportsKeyScoping && (
+					<div className={styles.wizardField}>
+						<Typography as="label" weight="medium">
+							Key
+						</Typography>
+						<Input
+							value={SUPPORTED_GRANT_KEY}
+							readOnly
+							disabled
+							testId={`wizard-key-input-${testId}`}
+						/>
+					</div>
+				)}
+
+				<div className={styles.wizardField}>
+					<Typography as="label" weight="medium">
+						Value
+					</Typography>
+					<div className={styles.wizardValueRow}>
+						<Input
+							className={styles.wizardValueInput}
+							placeholder={
+								supportsKeyScoping
+									? 'Value or leave empty to allow every query'
+									: ANY_RESOURCE_VALUE
+							}
+							value={value}
+							disabled={!supportsKeyScoping}
+							onChange={handleValueChange}
+							onKeyDown={handleInputKeyDown}
+							testId={`wizard-value-input-${testId}`}
+						/>
+						<Checkbox
+							id={`wizard-any-resource-${testId}`}
+							value={isAnyResource}
+							disabled={!supportsKeyScoping}
+							onChange={(checked): void => handleAnyResourceChange(checked === true)}
+							testId={`wizard-any-resource-checkbox-${testId}`}
+						>
+							Any value
+						</Checkbox>
+					</div>
+				</div>
+
+				<div className={styles.wizardField}>
+					<Typography as="label" weight="medium">
+						Selector
+					</Typography>
+					<Input
+						value={selector}
+						onChange={handleSelectorChange}
+						onKeyDown={handleInputKeyDown}
+						testId={`wizard-selector-input-${testId}`}
+					/>
+					<Typography.Text
+						size="small"
+						color={validation.isError ? 'danger' : 'muted'}
+						testId={`wizard-selector-hint-${testId}`}
+					>
+						{validation.message}
+					</Typography.Text>
+				</div>
+			</div>
+		</DialogWrapper>
+	);
+}
+
+export default TelemetrySelectorWizard;

frontend/src/container/RolesSettings/CreateEditRolePage/components/TelemetrySelectorWizard.utils.ts

@@ -0,0 +1,139 @@
+import { AuthZResource } from 'lib/authz/hooks/useAuthZ/types';
+
+import {
+	ANY_RESOURCE_VALUE,
+	ParsedSelector,
+	QUERY_TYPES,
+	QueryTypeId,
+	QueryTypeOption,
+	SelectorDraft,
+	SelectorValidation,
+	SUPPORTED_GRANT_KEY,
+} from './TelemetrySelectorWizard.constants';
+
+const METRIC_RESOURCES: ReadonlySet<AuthZResource> = new Set<AuthZResource>([
+	'metrics',
+	'meter-metrics',
+]);
+
+export function getQueryTypeOption(
+	queryType: string,
+): QueryTypeOption | undefined {
+	return QUERY_TYPES.find((option) => option.id === queryType);
+}
+
+export function isQueryTypeAvailable(
+	option: QueryTypeOption,
+	resource: AuthZResource,
+): boolean {
+	return !option.metricsOnly || METRIC_RESOURCES.has(resource);
+}
+
+export function supportsKeyScoping(queryType: string): boolean {
+	return getQueryTypeOption(queryType)?.supportsKeyScoping ?? false;
+}
+
+export function isAnyResourceValue(value: string): boolean {
+	return value.trim() === ANY_RESOURCE_VALUE;
+}
+
+function splitSelector(selector: string): string[] {
+	const parts = selector.split('/');
+
+	if (parts.length <= 3) {
+		return parts;
+	}
+
+	return [parts[0], parts[1], parts.slice(2).join('/')];
+}
+
+export function buildSelector({ queryType, value }: SelectorDraft): string {
+	const trimmedValue = value.trim();
+
+	if (!supportsKeyScoping(queryType) || !trimmedValue) {
+		return `${queryType}/${ANY_RESOURCE_VALUE}`;
+	}
+
+	return `${queryType}/${SUPPORTED_GRANT_KEY}/${trimmedValue}`;
+}
+
+export function parseSelector(selector: string): ParsedSelector {
+	const parts = splitSelector(selector.trim());
+
+	return {
+		queryType: getQueryTypeOption(parts[0])?.id,
+		value: parts.length >= 3 ? parts[2] : '',
+	};
+}
+
+/**
+ * This does a basic validation, intentionally omitting deep validations since this is to be made at backend,
+ * so this will allow to produce invalid selectors, and the validation will be done after the user try to save
+ */
+export function validateSelector(selector: string): SelectorValidation {
+	const trimmed = selector.trim();
+
+	if (!trimmed) {
+		return { message: 'Enter a selector.', isError: true };
+	}
+
+	if (trimmed === ANY_RESOURCE_VALUE) {
+		return { message: 'Allow every query of every type.', isError: false };
+	}
+
+	const parts = splitSelector(trimmed);
+	const option = getQueryTypeOption(parts[0]);
+
+	if (!option) {
+		return {
+			message: `"${parts[0]}" is not a supported query type.`,
+			isError: true,
+		};
+	}
+
+	if (parts.length < 3) {
+		if (parts.length === 2 && parts[1] !== ANY_RESOURCE_VALUE) {
+			if (!option.supportsKeyScoping) {
+				return {
+					message: `This query type does not support key scoping. Use ${option.id}/*`,
+					isError: false, // intentionally not an error
+				};
+			}
+
+			return {
+				message: `Use <query-type>/${ANY_RESOURCE_VALUE} or <query-type>/${SUPPORTED_GRANT_KEY}/<value>.`,
+				isError: false, // intentionally not an error
+			};
+		}
+
+		return {
+			message: `Allow every "${option.label}" query.`,
+			isError: false,
+		};
+	}
+
+	const [, key, value] = parts;
+
+	if (value === ANY_RESOURCE_VALUE) {
+		return {
+			message: `Allow every ${key} for ${option.label} queries.`,
+			isError: false,
+		};
+	}
+
+	if (!option.supportsKeyScoping) {
+		return {
+			message: `This query type does not support key scoping. Use ${option.id}/*`,
+			isError: false, // intentionally not an error
+		};
+	}
+
+	return {
+		message: `Allow ${key}=${value} for ${option.label} queries.`,
+		isError: false,
+	};
+}
+
+export function getDefaultSelector(queryType: QueryTypeId): string {
+	return buildSelector({ queryType, value: '' });
+}

frontend/src/container/RolesSettings/CreateEditRolePage/components/jsonSchema.config.ts

@@ -76,9 +76,10 @@ function createGrantPermissionAsReadonly(
 	return {
 		label: 'readonly',
 		insertText: resources
-			.filter(
-				(r) => r.allowedVerbs.includes('read') || r.allowedVerbs.includes('list'),
-			)
+			.filter((r) => {
+				const verbs: readonly string[] = r.allowedVerbs;
+				return verbs.includes('read') || verbs.includes('list');
+			})
 			.flatMap((r) => {
 				const verbs = r.allowedVerbs.filter((v) => v === 'read' || v === 'list');
 				return verbs.map(
@@ -103,7 +104,12 @@ function buildResourceSnippets(): SnippetDef[] {
 	for (const resource of resources) {
 		const { kind, type, allowedVerbs } = resource;
 
-		snippets.push(createGrantAllPermissionSnippet(kind, allowedVerbs, type));
+		// If only one verb is supported, no point on add grant all
+		// that will only add one permission at time, just leave the verb snippet
+		// and it will look cleaner
+		if (allowedVerbs.length > 1) {
+			snippets.push(createGrantAllPermissionSnippet(kind, allowedVerbs, type));
+		}
 
 		for (const verb of allowedVerbs) {
 			snippets.push(createGrantPermissionToVerbAndKind(kind, verb, type));

frontend/src/container/RolesSettings/CreateEditRolePage/components/useTelemetrySelectorWizard.ts

@@ -0,0 +1,157 @@
+import { useCallback, useMemo, useState } from 'react';
+
+import {
+	ANY_RESOURCE_VALUE,
+	DEFAULT_QUERY_TYPE,
+	QueryTypeId,
+	QueryTypeOption,
+	SelectorValidation,
+} from './TelemetrySelectorWizard.constants';
+import {
+	buildSelector,
+	getDefaultSelector,
+	getQueryTypeOption,
+	isAnyResourceValue,
+	parseSelector,
+	validateSelector,
+} from './TelemetrySelectorWizard.utils';
+
+interface UseTelemetrySelectorWizardParams {
+	onAdd: (selector: string) => void;
+}
+
+interface UseTelemetrySelectorWizardResult {
+	open: boolean;
+	queryType: QueryTypeId;
+	selectedQueryType: QueryTypeOption | undefined;
+	value: string;
+	selector: string;
+	isAnyResource: boolean;
+	supportsKeyScoping: boolean;
+	validation: SelectorValidation;
+	canAdd: boolean;
+	handleOpenChange: (nextOpen: boolean) => void;
+	handleQueryTypeChange: (value: string | string[]) => void;
+	handleValueChange: (event: React.ChangeEvent<HTMLInputElement>) => void;
+	handleAnyResourceChange: (checked: boolean) => void;
+	handleSelectorChange: (event: React.ChangeEvent<HTMLInputElement>) => void;
+	handleAdd: () => void;
+	handleInputKeyDown: (event: React.KeyboardEvent<HTMLInputElement>) => void;
+}
+
+function useTelemetrySelectorWizard({
+	onAdd,
+}: UseTelemetrySelectorWizardParams): UseTelemetrySelectorWizardResult {
+	const [open, setOpen] = useState(false);
+	const [queryType, setQueryType] = useState<QueryTypeId>(DEFAULT_QUERY_TYPE);
+	const [value, setValue] = useState('');
+	const [selector, setSelector] = useState(() =>
+		getDefaultSelector(DEFAULT_QUERY_TYPE),
+	);
+
+	const selectedQueryType = useMemo(
+		() => getQueryTypeOption(queryType),
+		[queryType],
+	);
+	const supportsKeyScoping = selectedQueryType?.supportsKeyScoping ?? false;
+
+	const validation = useMemo(() => validateSelector(selector), [selector]);
+
+	const applyDraft = useCallback(
+		(nextQueryType: QueryTypeId, nextValue: string): void => {
+			setQueryType(nextQueryType);
+			setValue(nextValue);
+			setSelector(buildSelector({ queryType: nextQueryType, value: nextValue }));
+		},
+		[],
+	);
+
+	const handleQueryTypeChange = useCallback(
+		(next: string | string[]): void => {
+			const selected = (Array.isArray(next) ? next[0] : next) as QueryTypeId;
+			const keepsValue = getQueryTypeOption(selected)?.supportsKeyScoping ?? false;
+
+			applyDraft(selected, keepsValue ? value : '');
+		},
+		[applyDraft, value],
+	);
+
+	const handleValueChange = useCallback(
+		(event: React.ChangeEvent<HTMLInputElement>): void => {
+			applyDraft(queryType, event.target.value);
+		},
+		[applyDraft, queryType],
+	);
+
+	const handleAnyResourceChange = useCallback(
+		(checked: boolean): void => {
+			applyDraft(queryType, checked ? ANY_RESOURCE_VALUE : '');
+		},
+		[applyDraft, queryType],
+	);
+
+	const handleSelectorChange = useCallback(
+		(event: React.ChangeEvent<HTMLInputElement>): void => {
+			const nextSelector = event.target.value;
+			setSelector(nextSelector);
+
+			const parsed = parseSelector(nextSelector);
+			if (parsed.queryType) {
+				setQueryType(parsed.queryType);
+			}
+			setValue(parsed.value);
+		},
+		[],
+	);
+
+	const handleOpenChange = useCallback((nextOpen: boolean): void => {
+		setOpen(nextOpen);
+
+		if (!nextOpen) {
+			setQueryType(DEFAULT_QUERY_TYPE);
+			setValue('');
+			setSelector(getDefaultSelector(DEFAULT_QUERY_TYPE));
+		}
+	}, []);
+
+	const handleAdd = useCallback((): void => {
+		const trimmed = selector.trim();
+
+		if (validateSelector(trimmed).isError) {
+			return;
+		}
+
+		onAdd(trimmed);
+		handleOpenChange(false);
+	}, [selector, onAdd, handleOpenChange]);
+
+	const handleInputKeyDown = useCallback(
+		(event: React.KeyboardEvent<HTMLInputElement>): void => {
+			if (event.key === 'Enter') {
+				handleAdd();
+			}
+		},
+		[handleAdd],
+	);
+
+	return {
+		open,
+		queryType,
+		selectedQueryType,
+		value,
+		selector,
+		isAnyResource: isAnyResourceValue(value),
+		supportsKeyScoping,
+		validation,
+		canAdd: !validation.isError,
+		handleOpenChange,
+		handleQueryTypeChange,
+		handleValueChange,
+		handleAnyResourceChange,
+		handleSelectorChange,
+		handleAdd,
+		handleInputKeyDown,
+	};
+}
+
+export default useTelemetrySelectorWizard;

frontend/src/container/RolesSettings/hooks/__tests__/useRolePermissions.test.ts

@@ -329,11 +329,15 @@ describe('transformTransactionGroupsToResourcePermissions', () => {
 	it('returns all resources from RESOURCE_ORDER even with empty transaction groups', () => {
 		const result = transformTransactionGroupsToResourcePermissions([]);
 
-		expect(result).toHaveLength(3);
+		expect(result).toHaveLength(7);
 		expect(result.map((r) => r.resourceKind)).toStrictEqual([
 			'factor-api-key',
 			'role',
 			'serviceaccount',
+			'logs',
+			'traces',
+			'metrics',
+			'meter-metrics',
 		]);
 	});
 
@@ -414,11 +418,15 @@ describe('createEmptyRolePermissions', () => {
 	it('creates permissions for all resources in RESOURCE_ORDER', () => {
 		const result = createEmptyRolePermissions();
 
-		expect(result).toHaveLength(3);
+		expect(result).toHaveLength(7);
 		expect(result.map((r) => r.resourceKind)).toStrictEqual([
 			'factor-api-key',
 			'role',
 			'serviceaccount',
+			'logs',
+			'traces',
+			'metrics',
+			'meter-metrics',
 		]);
 	});
 

frontend/src/container/RolesSettings/permissions.config.ts

@@ -1,4 +1,12 @@
-import { Bot, Key, Shield } from '@signozhq/icons';
+import {
+	Bot,
+	ChartLine,
+	DraftingCompass,
+	Gauge,
+	Key,
+	Logs,
+	Shield,
+} from '@signozhq/icons';
 
 import permissionsType from 'lib/authz/hooks/useAuthZ/permissions.type';
 import {
@@ -14,12 +22,15 @@ type IconComponent = typeof Shield;
 
 const OBJECT_SCOPED_VERB_SET = new Set<string>(OBJECT_SCOPED_VERBS);
 
+export type SelectorType = 'input' | 'telemetryBuilder';
+
 export interface ResourcePanelConfig {
 	label: string;
 	description: string;
 	icon: IconComponent;
 	selectorPlaceholder: string;
 	docsAnchor: string;
+	selectorType?: SelectorType;
 }
 
 /**
@@ -50,6 +61,42 @@ export const RESOURCE_PANELS: Record<AuthZResource, ResourcePanelConfig> = {
 			'Type service account ID, separate multiple with comma or space',
 		docsAnchor: 'service-account',
 	},
+	logs: {
+		label: 'Logs',
+		description: 'Log data collected across the workspace.',
+		icon: Logs,
+		selectorPlaceholder:
+			'Enter selector as <query-type>/<key>/<value> or <query-type>/* or use wizard...',
+		docsAnchor: 'logs',
+		selectorType: 'telemetryBuilder',
+	},
+	traces: {
+		label: 'Traces',
+		description: 'Distributed tracing data collected across the workspace.',
+		icon: DraftingCompass,
+		selectorPlaceholder:
+			'Enter selector as <query-type>/<key>/<value> or <query-type>/* or use wizard...',
+		docsAnchor: 'traces',
+		selectorType: 'telemetryBuilder',
+	},
+	metrics: {
+		label: 'Metrics',
+		description: 'Metric data collected across the workspace.',
+		icon: ChartLine,
+		selectorPlaceholder:
+			'Enter selector as <query-type>/<key>/<value> or <query-type>/* or use wizard...',
+		docsAnchor: 'metrics',
+		selectorType: 'telemetryBuilder',
+	},
+	'meter-metrics': {
+		label: 'Meter Metrics',
+		description: 'Usage metering data for the workspace.',
+		icon: Gauge,
+		selectorPlaceholder:
+			'Enter selector as <query-type>/<key>/<value> or <query-type>/* or use wizard...',
+		docsAnchor: 'meter-metrics',
+		selectorType: 'telemetryBuilder',
+	},
 };
 
 export const RESOURCE_ORDER = Object.keys(RESOURCE_PANELS) as AuthZResource[];

frontend/src/container/RoutingPolicies/__tests__/testUtils.ts

@@ -108,6 +108,7 @@ export function getAppContextMockState(
 		isFetchingHosts: false,
 		isFetchingFeatureFlags: false,
 		isFetchingOrgPreferences: false,
+		isFetchingUserPreferences: false,
 		userFetchError: undefined,
 		activeLicenseFetchError: null,
 		hostsFetchError: undefined,

frontend/src/container/SideNav/SideNav.tsx

@@ -144,6 +144,7 @@ function SideNav({ isPinned }: { isPinned: boolean }): JSX.Element {
 		trialInfo,
 		isLoggedIn,
 		userPreferences,
+		isFetchingUserPreferences,
 		changelog,
 		toggleChangelogModal,
 		updateUserPreferenceInContext,
@@ -261,6 +262,11 @@ function SideNav({ isPinned }: { isPinned: boolean }): JSX.Element {
 
 	// Compute initial pinned items and secondary menu items synchronously to avoid flash
 	const computedPinnedMenuItems = useMemo(() => {
+		// While loading, return empty to avoid flash
+		if (isFetchingUserPreferences) {
+			return [];
+		}
+
 		const navShortcutsPreference = userPreferences?.find(
 			(preference) => preference.name === USER_PREFERENCES.NAV_SHORTCUTS,
 		);
@@ -268,11 +274,6 @@ function SideNav({ isPinned }: { isPinned: boolean }): JSX.Element {
 			| string[]
 			| undefined;
 
-		// If userPreferences not loaded yet, return empty to avoid showing defaults before preferences load
-		if (userPreferences === null) {
-			return [];
-		}
-
 		// If preference exists with non-empty array, use stored shortcuts
 		if (isArray(navShortcuts) && navShortcuts.length > 0) {
 			return navShortcuts
@@ -282,9 +283,9 @@ function SideNav({ isPinned }: { isPinned: boolean }): JSX.Element {
 				.filter((item): item is SidebarItem => item !== undefined);
 		}
 
-		// No preference, or empty array → use defaults
+		// No preference, or empty array, or error loading → use defaults
 		return defaultMoreMenuItems.filter((item) => item.isPinned);
-	}, [userPreferences]);
+	}, [isFetchingUserPreferences, userPreferences]);
 
 	const computedSecondaryMenuItems = useMemo(() => {
 		const shouldShowIntegrationsValue =
@@ -322,12 +323,16 @@ function SideNav({ isPinned }: { isPinned: boolean }): JSX.Element {
 	// Sync state only on initial load when userPreferences first becomes available
 	useEffect(() => {
 		// Only sync once: when userPreferences loads for the first time
-		if (!hasInitializedRef.current && userPreferences !== null) {
+		if (!hasInitializedRef.current && isFetchingUserPreferences === false) {
 			setPinnedMenuItems(computedPinnedMenuItems);
 			setSecondaryMenuItems(computedSecondaryMenuItems);
 			hasInitializedRef.current = true;
 		}
-	}, [computedPinnedMenuItems, computedSecondaryMenuItems, userPreferences]);
+	}, [
+		computedPinnedMenuItems,
+		computedSecondaryMenuItems,
+		isFetchingUserPreferences,
+	]);
 
 	const isChatSupportEnabled = featureFlags?.find(
 		(flag) => flag.name === FeatureKeys.CHAT_SUPPORT,

frontend/src/hooks/useCopyToClipboard.ts

@@ -1,62 +0,0 @@
-import { useCallback, useEffect, useRef, useState } from 'react';
-
-const DEFAULT_COPIED_RESET_MS = 2000;
-
-export interface UseCopyToClipboardOptions {
-	/** How long (ms) to keep "copied" state before resetting. Default 2000. */
-	copiedResetMs?: number;
-}
-
-export type ID = number | string | null;
-
-export interface UseCopyToClipboardReturn {
-	/** Copy text to clipboard. Pass an optional id to track which item was copied (e.g. seriesIndex). */
-	copyToClipboard: (text: string, id?: ID) => void;
-	/** True when something was just copied and still within the reset threshold. */
-	isCopied: boolean;
-	/** The id passed to the last successful copy, or null after reset. Use to show "copied" state for a specific item (e.g. copiedId === item.seriesIndex). */
-	id: ID;
-}
-
-export function useCopyToClipboard(
-	options: UseCopyToClipboardOptions = {},
-): UseCopyToClipboardReturn {
-	const { copiedResetMs = DEFAULT_COPIED_RESET_MS } = options;
-	const [state, setState] = useState<{ isCopied: boolean; id: ID }>({
-		isCopied: false,
-		id: null,
-	});
-	const timeoutRef = useRef<ReturnType<typeof setTimeout> | null>(null);
-
-	useEffect(() => {
-		return (): void => {
-			if (timeoutRef.current) {
-				clearTimeout(timeoutRef.current);
-				timeoutRef.current = null;
-			}
-		};
-	}, []);
-
-	const copyToClipboard = useCallback(
-		(text: string, id?: ID): void => {
-			// oxlint-disable-next-line signoz/no-navigator-clipboard
-			navigator.clipboard.writeText(text).then(() => {
-				if (timeoutRef.current) {
-					clearTimeout(timeoutRef.current);
-				}
-				setState({ isCopied: true, id: id ?? null });
-				timeoutRef.current = setTimeout(() => {
-					setState({ isCopied: false, id: null });
-					timeoutRef.current = null;
-				}, copiedResetMs);
-			});
-		},
-		[copiedResetMs],
-	);
-
-	return {
-		copyToClipboard,
-		isCopied: state.isCopied,
-		id: state.id,
-	};
-}

frontend/src/lib/authz/components/PermissionDeniedCallout/PermissionDeniedCallout.test.tsx

@@ -19,7 +19,7 @@ describe('PermissionDeniedCallout', () => {
 	it('renders multiple denied permissions', () => {
 		const deniedPermissions = [
 			buildPermission('read', buildObjectString('serviceaccount', '*')),
-			buildPermission('update', buildObjectString('role', 'admin')),
+			buildPermission('update', buildObjectString<'update'>('role', 'admin')),
 		];
 		render(<PermissionDeniedCallout deniedPermissions={deniedPermissions} />);
 

frontend/src/lib/authz/components/PermissionDeniedFullPage/PermissionDeniedFullPage.test.tsx

@@ -20,7 +20,7 @@ describe('PermissionDeniedFullPage', () => {
 	it('renders with multiple denied permissions', () => {
 		const deniedPermissions = [
 			buildPermission('read', buildObjectString('role', 'admin')),
-			buildPermission('update', buildObjectString('role', 'admin')),
+			buildPermission('update', buildObjectString<'update'>('role', 'admin')),
 		];
 		render(<PermissionDeniedFullPage deniedPermissions={deniedPermissions} />);
 		expect(screen.getByText(/read:role:admin/)).toBeInTheDocument();

frontend/src/lib/authz/hooks/useAuthZ/permissions.type.ts

@@ -35,6 +35,26 @@ export default {
 					'update',
 				],
 			},
+			{
+				kind: 'logs',
+				type: 'telemetryresource',
+				allowedVerbs: ['read'],
+			},
+			{
+				kind: 'meter-metrics',
+				type: 'telemetryresource',
+				allowedVerbs: ['read'],
+			},
+			{
+				kind: 'metrics',
+				type: 'telemetryresource',
+				allowedVerbs: ['read'],
+			},
+			{
+				kind: 'traces',
+				type: 'telemetryresource',
+				allowedVerbs: ['read'],
+			},
 		],
 		relations: {
 			assignee: ['role'],
@@ -43,7 +63,7 @@ export default {
 			delete: ['metaresource', 'role', 'serviceaccount'],
 			detach: ['metaresource', 'role', 'serviceaccount'],
 			list: ['metaresource', 'role', 'serviceaccount'],
-			read: ['metaresource', 'role', 'serviceaccount'],
+			read: ['metaresource', 'role', 'serviceaccount', 'telemetryresource'],
 			update: ['metaresource', 'role', 'serviceaccount'],
 		},
 	},

frontend/src/lib/authz/hooks/useAuthZ/utils.ts

@@ -23,6 +23,40 @@ export function buildPermission<R extends AuthZRelation>(
 	return `${relation}${PermissionSeparator}${object}` as BrandedPermission;
 }
 
+/**
+ * Builds an object string for use with `buildPermission`.
+ *
+ * ## Type Inference Behavior
+ *
+ * TypeScript infers `R` from `resource`. If a resource belongs to multiple relations,
+ * the return type becomes a union of all matching `AuthZObject` types.
+ *
+ * Example: 'role' is valid for 'read', 'update', 'delete', 'assignee'.
+ * Without explicit generic, return type = `AuthZObject<'read' | 'update' | 'delete' | 'assignee'>`.
+ *
+ * ## When to specify explicit generic
+ *
+ * **Needed** when resource belongs to multiple relations AND you pass result to `buildPermission`
+ * with a relation that has FEWER valid resources than others:
+ *
+ * ```ts
+ * // ERROR: 'read' includes telemetry resources, 'update' does not
+ * buildPermission('update', buildObjectString('role', 'admin'))
+ *
+ * // OK: explicit generic narrows return type
+ * buildPermission('update', buildObjectString<'update'>('role', 'admin'))
+ * ```
+ *
+ * **Not needed** when:
+ * - Resource only belongs to one relation in the constraint
+ * - Using with 'read' relation (widest type, accepts all)
+ * - Storing in a variable typed as `BrandedPermission` (already opaque)
+ *
+ * ```ts
+ * // OK: 'read' is widest, accepts union return type
+ * buildPermission('read', buildObjectString('role', 'admin'))
+ * ```
+ */
 export function buildObjectString<
 	R extends 'delete' | 'read' | 'update' | 'assignee',
 >(resource: ResourcesForRelation<R>, objectId: string): AuthZObject<R> {

frontend/src/lib/uPlotV2/components/Legend/Legend.tsx

@@ -1,13 +1,11 @@
 import { useCallback, useMemo, useRef, useState } from 'react';
 import { VirtuosoGrid } from 'react-virtuoso';
 import { Input } from 'antd';
-import { Button } from '@signozhq/ui/button';
 import { TooltipSimple } from '@signozhq/ui/tooltip';
 import cx from 'classnames';
-import { useCopyToClipboard } from 'hooks/useCopyToClipboard';
 import { useResizeObserver } from 'hooks/useDimensions';
 import { LegendItem } from 'lib/uPlotV2/config/types';
-import { Check, Copy } from '@signozhq/icons';
+import CopyButton from 'periscope/components/CopyButton/CopyButton';
 
 import { LegendPosition, LegendProps } from '../types';
 
@@ -33,7 +31,6 @@ export default function Legend({
 }: LegendProps): JSX.Element {
 	const legendContainerRef = useRef<HTMLDivElement | null>(null);
 	const [legendSearchQuery, setLegendSearchQuery] = useState('');
-	const { copyToClipboard, id: copiedId } = useCopyToClipboard();
 
 	// Search is intrinsic to the right-positioned legend.
 	const searchEnabled = position === LegendPosition.RIGHT;
@@ -57,17 +54,8 @@ export default function Legend({
 		return items.filter((item) => item.label?.toLowerCase().includes(query));
 	}, [searchEnabled, legendSearchQuery, items]);
 
-	const handleCopyLegendItem = useCallback(
-		(e: React.MouseEvent, seriesIndex: number, label: string): void => {
-			e.stopPropagation();
-			copyToClipboard(label, seriesIndex);
-		},
-		[copyToClipboard],
-	);
-
 	const renderLegendItem = useCallback(
 		(item: LegendItem): JSX.Element => {
-			const isCopied = copiedId === item.seriesIndex;
 			// `color` is uPlot's stroke union (string | fn | gradient); only a string
 			// is a usable CSS colour for the marker.
 			const markerColor = typeof item.color === 'string' ? item.color : undefined;
@@ -91,36 +79,18 @@ export default function Legend({
 						</div>
 					</TooltipSimple>
 					{showCopy && (
-						<TooltipSimple
-							title={isCopied ? 'Copied' : 'Copy'}
-							arrow
-							side="top"
-							disableHoverableContent
-						>
-							<Button
-								type="button"
-								size="icon"
-								variant="ghost"
-								color="secondary"
-								className="legend-copy-button"
-								onClick={(e): void =>
-									handleCopyLegendItem(e, item.seriesIndex, item.label ?? '')
-								}
-								aria-label={`Copy ${item.label}`}
-								// data-testid (not testId): TooltipSimple's trigger injects
-								// data-testid:undefined via Radix Slot, and Button spreads
-								// incoming props after its own testId — so set it as a prop
-								// that wins the Slot merge and survives the spread.
-								data-testid="legend-copy"
-							>
-								{isCopied ? <Check size={12} /> : <Copy size={12} />}
-							</Button>
-						</TooltipSimple>
+						<CopyButton
+							value={item.label ?? ''}
+							size={12}
+							className="legend-copy-button"
+							ariaLabel={`Copy ${item.label}`}
+							testId="legend-copy"
+						/>
 					)}
 				</div>
 			);
 		},
-		[copiedId, focusedSeriesIndex, handleCopyLegendItem, position, showCopy],
+		[focusedSeriesIndex, position, showCopy],
 	);
 
 	const isEmptyState = useMemo(() => {

frontend/src/lib/uPlotV2/components/__tests__/UPlotLegend.test.tsx

@@ -1,11 +1,5 @@
 import React from 'react';
-import {
-	fireEvent,
-	render,
-	RenderResult,
-	screen,
-	within,
-} from '@testing-library/react';
+import { render, RenderResult, screen } from '@testing-library/react';
 import userEvent from '@testing-library/user-event';
 import { TooltipProvider } from '@signozhq/ui/tooltip';
 import { LegendItem } from 'lib/uPlotV2/config/types';
@@ -15,9 +9,6 @@ import { useLegendActions } from '../../hooks/useLegendActions';
 import UPlotLegend from '../Legend/UPlotLegend';
 import { LegendPosition } from '../types';
 
-const mockWriteText = jest.fn().mockResolvedValue(undefined);
-let clipboardSpy: jest.SpyInstance | undefined;
-
 jest.mock('react-virtuoso', () => ({
 	VirtuosoGrid: ({
 		data,
@@ -49,15 +40,6 @@ const mockUseLegendActions = useLegendActions as jest.MockedFunction<
 >;
 
 describe('UPlotLegend', () => {
-	beforeAll(() => {
-		// JSDOM does not define navigator.clipboard; add it so we can spy on writeText
-		Object.defineProperty(navigator, 'clipboard', {
-			value: { writeText: () => Promise.resolve() },
-			writable: true,
-			configurable: true,
-		});
-	});
-
 	const baseLegendItemsMap = {
 		0: {
 			seriesIndex: 0,
@@ -89,11 +71,6 @@ describe('UPlotLegend', () => {
 		onLegendMouseMove = jest.fn();
 		onLegendMouseLeave = jest.fn();
 		onFocusSeries = jest.fn();
-		mockWriteText.mockClear();
-
-		clipboardSpy = jest
-			.spyOn(navigator.clipboard, 'writeText')
-			.mockImplementation(mockWriteText);
 
 		mockUseLegendsSync.mockReturnValue({
 			legendItemsMap: baseLegendItemsMap,
@@ -110,7 +87,6 @@ describe('UPlotLegend', () => {
 	});
 
 	afterEach(() => {
-		clipboardSpy?.mockRestore();
 		jest.clearAllMocks();
 	});
 
@@ -237,47 +213,4 @@ describe('UPlotLegend', () => {
 			expect(onLegendMouseLeave).toHaveBeenCalledTimes(1);
 		});
 	});
-
-	describe('copy action', () => {
-		it('copies the legend label to clipboard when copy button is clicked', () => {
-			renderLegend(LegendPosition.RIGHT);
-
-			const firstLegendItem = document.querySelector(
-				'[data-legend-item-id="0"]',
-			) as HTMLElement;
-			const copyButton = within(firstLegendItem).getByTestId('legend-copy');
-
-			fireEvent.click(copyButton);
-
-			expect(mockWriteText).toHaveBeenCalledTimes(1);
-			expect(mockWriteText).toHaveBeenCalledWith('A');
-		});
-
-		it('copies the correct label when copy is clicked on a different legend item', () => {
-			renderLegend(LegendPosition.RIGHT);
-
-			const thirdLegendItem = document.querySelector(
-				'[data-legend-item-id="2"]',
-			) as HTMLElement;
-			const copyButton = within(thirdLegendItem).getByTestId('legend-copy');
-
-			fireEvent.click(copyButton);
-
-			expect(mockWriteText).toHaveBeenCalledTimes(1);
-			expect(mockWriteText).toHaveBeenCalledWith('C');
-		});
-
-		it('does not call onLegendClick when copy button is clicked', () => {
-			renderLegend(LegendPosition.RIGHT);
-
-			const firstLegendItem = document.querySelector(
-				'[data-legend-item-id="0"]',
-			) as HTMLElement;
-			const copyButton = within(firstLegendItem).getByTestId('legend-copy');
-
-			fireEvent.click(copyButton);
-
-			expect(onLegendClick).not.toHaveBeenCalled();
-		});
-	});
 });

frontend/src/pages/AlertDetails/AlertHeader/AlertState/AlertState.tsx

@@ -1,11 +1,12 @@
 import { Color } from '@signozhq/design-tokens';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { BellOff, CircleCheck, CircleOff, Flame } from '@signozhq/icons';
+import { RuletypesAlertStateDTO } from 'api/generated/services/sigNoz.schemas';
 
 import './AlertState.styles.scss';
 
 type AlertStateProps = {
-	state: string;
+	state: RuletypesAlertStateDTO | string;
 	showLabel?: boolean;
 };
 
@@ -17,7 +18,7 @@ export default function AlertState({
 	let label;
 	const isDarkMode = useIsDarkMode();
 	switch (state) {
-		case 'nodata':
+		case RuletypesAlertStateDTO.nodata:
 			icon = (
 				<CircleOff
 					size={18}
@@ -28,7 +29,7 @@ export default function AlertState({
 			label = <span style={{ color: Color.BG_SIENNA_400 }}>No Data</span>;
 			break;
 
-		case 'disabled':
+		case RuletypesAlertStateDTO.disabled:
 			icon = (
 				<BellOff
 					size={18}
@@ -38,15 +39,16 @@ export default function AlertState({
 			);
 			label = <span style={{ color: Color.BG_VANILLA_400 }}>Muted</span>;
 			break;
-		case 'firing':
+
+		case RuletypesAlertStateDTO.firing:
 			icon = (
 				<Flame size={18} fill={Color.BG_CHERRY_500} color={Color.BG_CHERRY_500} />
 			);
 			label = <span style={{ color: Color.BG_CHERRY_500 }}>Firing</span>;
 			break;
 
-		case 'normal':
-		case 'inactive':
+		case RuletypesAlertStateDTO.inactive:
+		case 'normal': // legacy
 			icon = (
 				<CircleCheck
 					size={18}

frontend/src/pages/AlertDetails/hooks.tsx

@@ -1,28 +1,34 @@
-import { useCallback, useMemo } from 'react';
-import { useMutation, useQuery, useQueryClient } from 'react-query';
-import { generatePath, useLocation } from 'react-router-dom';
+import { useCallback, useEffect, useMemo, useRef } from 'react';
+import { useMutation, useQueryClient, useQuery } from 'react-query';
+import { generatePath } from 'react-router-dom';
 import { TablePaginationConfig, TableProps } from 'antd';
 import type { FilterValue, SorterResult } from 'antd/es/table/interface';
 import { patchRulePartial } from 'api/alerts/patchRulePartial';
-import ruleStats from 'api/alerts/ruleStats';
-import timelineGraph from 'api/alerts/timelineGraph';
-import timelineTable from 'api/alerts/timelineTable';
-import topContributors from 'api/alerts/topContributors';
 import { convertToApiError } from 'api/ErrorResponseHandlerForGeneratedAPIs';
 import {
 	createRule,
 	deleteRuleByID,
 	getGetRuleByIDQueryKey,
+	getGetRuleHistoryTimelineQueryOptions,
 	invalidateGetRuleByID,
 	invalidateListRules,
 	updateRuleByID,
 	useGetRuleByID,
+	useGetRuleHistoryOverallStatus,
+	useGetRuleHistoryStats,
+	useGetRuleHistoryTopContributors,
 	useListRules,
 } from 'api/generated/services/rules';
-import type {
-	GetRuleByID200,
-	RenderErrorResponseDTO,
-	RuletypesPostableRuleDTO,
+import {
+	Querybuildertypesv5OrderDirectionDTO,
+	RuletypesAlertStateDTO,
+	type GetRuleByID200,
+	type GetRuleHistoryOverallStatus200,
+	type GetRuleHistoryStats200,
+	type GetRuleHistoryTimeline200,
+	type GetRuleHistoryTopContributors200,
+	type RenderErrorResponseDTO,
+	type RuletypesPostableRuleDTO,
 } from 'api/generated/services/sigNoz.schemas';
 import { AxiosError } from 'axios';
 import { TabRoutes } from 'components/RouteTab/types';
@@ -31,35 +37,27 @@ import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
 import ROUTES from 'constants/routes';
 import AlertHistory from 'container/AlertHistory';
 import { TIMELINE_TABLE_PAGE_SIZE } from 'container/AlertHistory/constants';
+import {
+	computeCursorForPage,
+	useTimelineTableOrder,
+	useTimelineTablePage,
+} from 'container/AlertHistory/Timeline/Table/useTimelineTableCursor';
 import { AlertDetailsTab, TimelineFilter } from 'container/AlertHistory/types';
-import { urlKey } from 'container/AllError/utils';
 import { DEFAULT_TIME_RANGE } from 'container/TopNav/DateTimeSelectionV2/constants';
 import { useNotifications } from 'hooks/useNotifications';
-import { useSafeNavigate } from 'hooks/useSafeNavigate';
 import useUrlQuery from 'hooks/useUrlQuery';
-import createQueryParams from 'lib/createQueryParams';
 import GetMinMax from 'lib/getMinMax';
 import history from 'lib/history';
 import { History, Table } from '@signozhq/icons';
 import EditRules from 'pages/EditRules';
-import { OrderPreferenceItems } from 'pages/Logs/config';
 import BetaTag from 'periscope/components/BetaTag/BetaTag';
-import PaginationInfoText from 'periscope/components/PaginationInfoText/PaginationInfoText';
 import { useAlertRule } from 'providers/Alert';
 import { useErrorModal } from 'providers/ErrorModalProvider';
-import { ErrorResponse, SuccessResponse } from 'types/api';
 import { toPostableRuleDTOFromAlertDef } from 'types/api/alerts/convert';
-import {
-	AlertDef,
-	AlertRuleStatsPayload,
-	AlertRuleTimelineGraphResponsePayload,
-	AlertRuleTimelineTableResponse,
-	AlertRuleTimelineTableResponsePayload,
-	AlertRuleTopContributorsPayload,
-} from 'types/api/alerts/def';
+import { AlertDef, AlertRuleTimelineTableResponse } from 'types/api/alerts/def';
 import APIError from 'types/api/error';
-import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
 import { nanoToMilli } from 'utils/timeUtils';
+import { Typography } from '@signozhq/ui/typography';
 
 export const useAlertHistoryQueryParams = (): {
 	ruleId: string | null;
@@ -201,10 +199,7 @@ type GetAlertRuleDetailsApiProps = {
 };
 
 type GetAlertRuleDetailsStatsProps = GetAlertRuleDetailsApiProps & {
-	data:
-		| SuccessResponse<AlertRuleStatsPayload, unknown>
-		| ErrorResponse
-		| undefined;
+	data: GetRuleHistoryStats200 | undefined;
 };
 
 export const useGetAlertRuleDetailsStats =
@@ -213,18 +208,15 @@ export const useGetAlertRuleDetailsStats =
 
 		const isValidRuleId = ruleId !== null && String(ruleId).length !== 0;
 
-		const { isLoading, isRefetching, isError, data } = useQuery(
-			[REACT_QUERY_KEY.ALERT_RULE_STATS, ruleId, startTime, endTime],
+		const { isLoading, isRefetching, isError, data } = useGetRuleHistoryStats(
+			{ id: ruleId || '' },
+			{ start: startTime, end: endTime },
 			{
-				queryFn: () =>
-					ruleStats({
-						id: ruleId || '',
-						start: startTime,
-						end: endTime,
-					}),
-				enabled: isValidRuleId && !!startTime && !!endTime,
-				refetchOnMount: false,
-				refetchOnWindowFocus: false,
+				query: {
+					enabled: isValidRuleId && !!startTime && !!endTime,
+					refetchOnMount: false,
+					refetchOnWindowFocus: false,
+				},
 			},
 		);
 
@@ -232,10 +224,7 @@ export const useGetAlertRuleDetailsStats =
 	};
 
 type GetAlertRuleDetailsTopContributorsProps = GetAlertRuleDetailsApiProps & {
-	data:
-		| SuccessResponse<AlertRuleTopContributorsPayload, unknown>
-		| ErrorResponse
-		| undefined;
+	data: GetRuleHistoryTopContributors200 | undefined;
 };
 
 export const useGetAlertRuleDetailsTopContributors =
@@ -244,90 +233,128 @@ export const useGetAlertRuleDetailsTopContributors =
 
 		const isValidRuleId = ruleId !== null && String(ruleId).length !== 0;
 
-		const { isLoading, isRefetching, isError, data } = useQuery(
-			[REACT_QUERY_KEY.ALERT_RULE_TOP_CONTRIBUTORS, ruleId, startTime, endTime],
-			{
-				queryFn: () =>
-					topContributors({
-						id: ruleId || '',
-						start: startTime,
-						end: endTime,
-					}),
-				enabled: isValidRuleId,
-				refetchOnMount: false,
-				refetchOnWindowFocus: false,
-			},
-		);
+		const { isLoading, isRefetching, isError, data } =
+			useGetRuleHistoryTopContributors(
+				{ id: ruleId || '' },
+				{ start: startTime, end: endTime },
+				{
+					query: {
+						enabled: isValidRuleId && !!startTime && !!endTime,
+						refetchOnMount: false,
+						refetchOnWindowFocus: false,
+					},
+				},
+			);
 
 		return { isLoading, isRefetching, isError, data, isValidRuleId, ruleId };
 	};
 
 type GetAlertRuleDetailsTimelineTableProps = GetAlertRuleDetailsApiProps & {
-	data:
-		| SuccessResponse<AlertRuleTimelineTableResponsePayload, unknown>
-		| ErrorResponse
-		| undefined;
+	data: GetRuleHistoryTimeline200 | undefined;
+	error: AxiosError<RenderErrorResponseDTO> | null;
+	refetch: () => void;
+	cancel: () => void;
 };
 
 export const useGetAlertRuleDetailsTimelineTable = ({
-	filters,
+	filterExpression,
 }: {
-	filters: TagFilter;
+	filterExpression: string;
 }): GetAlertRuleDetailsTimelineTableProps => {
+	const queryClient = useQueryClient();
 	const { ruleId, startTime, endTime, params } = useAlertHistoryQueryParams();
-	const { updatedOrder, offset } = useMemo(
-		() => ({
-			updatedOrder: params.get(urlKey.order) ?? OrderPreferenceItems.ASC,
-			offset: parseInt(params.get(urlKey.offset) ?? '0', 10),
-		}),
-		[params],
+	const [page, setPage] = useTimelineTablePage();
+	const [order] = useTimelineTableOrder();
+
+	const updatedOrder = useMemo(
+		() =>
+			order === 'asc'
+				? Querybuildertypesv5OrderDirectionDTO.asc
+				: Querybuildertypesv5OrderDirectionDTO.desc,
+		[order],
 	);
 
 	const timelineFilter = params.get('timelineFilter');
 
 	const isValidRuleId = ruleId !== null && String(ruleId).length !== 0;
-	const hasStartAndEnd = startTime !== null && endTime !== null;
 
-	const { isLoading, isRefetching, isError, data } = useQuery(
-		[
-			REACT_QUERY_KEY.ALERT_RULE_TIMELINE_TABLE,
-			ruleId,
-			startTime,
-			endTime,
-			timelineFilter,
-			updatedOrder,
-			offset,
-			JSON.stringify(filters.items),
-		],
+	const stateFilter = useMemo(() => {
+		if (!timelineFilter || timelineFilter === TimelineFilter.ALL) {
+			return undefined;
+		}
+		return timelineFilter === TimelineFilter.FIRED
+			? RuletypesAlertStateDTO.firing
+			: RuletypesAlertStateDTO.inactive;
+	}, [timelineFilter]);
+
+	const filtersKey = `${filterExpression}|${stateFilter ?? ''}|${startTime}|${endTime}`;
+	const prevFiltersKeyRef = useRef(filtersKey);
+	const filtersChanged = prevFiltersKeyRef.current !== filtersKey;
+	const cursor = computeCursorForPage(filtersChanged ? 1 : page);
+
+	useEffect(() => {
+		if (prevFiltersKeyRef.current !== filtersKey) {
+			prevFiltersKeyRef.current = filtersKey;
+			if (page > 1) {
+				void setPage(1);
+			}
+		}
+	}, [filtersKey, page, setPage]);
+
+	const queryParams = useMemo(
+		() => ({
+			start: startTime,
+			end: endTime,
+			limit: TIMELINE_TABLE_PAGE_SIZE,
+			order: updatedOrder,
+			cursor,
+			filterExpression: filterExpression || undefined,
+			state: stateFilter,
+		}),
+		[startTime, endTime, updatedOrder, cursor, filterExpression, stateFilter],
+	);
+
+	const queryOptions = getGetRuleHistoryTimelineQueryOptions(
+		{ id: ruleId || '' },
+		queryParams,
 		{
-			queryFn: () =>
-				timelineTable({
-					id: ruleId || '',
-					start: startTime,
-					end: endTime,
-					limit: TIMELINE_TABLE_PAGE_SIZE,
-					order: updatedOrder,
-					offset,
-					filters,
-					...(timelineFilter && timelineFilter !== TimelineFilter.ALL
-						? {
-								state: timelineFilter === TimelineFilter.FIRED ? 'firing' : 'normal',
-							}
-						: {}),
-				}),
-			enabled: isValidRuleId && hasStartAndEnd,
-			refetchOnMount: false,
-			refetchOnWindowFocus: false,
+			query: {
+				enabled: isValidRuleId,
+				refetchOnMount: false,
+				refetchOnWindowFocus: false,
+			},
 		},
 	);
 
-	return { isLoading, isRefetching, isError, data, isValidRuleId, ruleId };
+	const { isLoading, isRefetching, isError, data, error, refetch } =
+		useQuery(queryOptions);
+
+	const queryKeyRef = useRef(queryOptions.queryKey);
+	queryKeyRef.current = queryOptions.queryKey;
+
+	const cancel = useCallback(() => {
+		void queryClient.cancelQueries({ queryKey: queryKeyRef.current });
+	}, [queryClient]);
+
+	return {
+		isLoading,
+		isRefetching,
+		isError,
+		data,
+		error: error as AxiosError<RenderErrorResponseDTO> | null,
+		isValidRuleId,
+		ruleId,
+		refetch,
+		cancel,
+	};
 };
 
 export const useTimelineTable = ({
 	totalItems,
+	nextCursor,
 }: {
 	totalItems: number;
+	nextCursor?: string;
 }): {
 	paginationConfig: TablePaginationConfig;
 	onChangeHandler: (
@@ -336,16 +363,13 @@ export const useTimelineTable = ({
 		filters: any,
 		extra: any,
 	) => void;
+	handleNextPage: () => void;
+	handlePrevPage: () => void;
+	hasNextPage: boolean;
+	hasPrevPage: boolean;
 } => {
-	const { safeNavigate } = useSafeNavigate();
-
-	const { pathname } = useLocation();
-
-	const { search } = useLocation();
-
-	const params = useMemo(() => new URLSearchParams(search), [search]);
-
-	const offset = params.get('offset') ?? '0';
+	const [page, setPage] = useTimelineTablePage();
+	const [, setOrder] = useTimelineTableOrder();
 
 	const onChangeHandler: TableProps<AlertRuleTimelineTableResponse>['onChange'] =
 		useCallback(
@@ -357,38 +381,52 @@ export const useTimelineTable = ({
 					| SorterResult<AlertRuleTimelineTableResponse>,
 			) => {
 				if (!Array.isArray(sorter)) {
-					const { pageSize = 0, current = 0 } = pagination;
 					const { order } = sorter;
 					const updatedOrder = order === 'ascend' ? 'asc' : 'desc';
-					const params = new URLSearchParams(window.location.search);
-
-					safeNavigate(
-						`${pathname}?${createQueryParams({
-							...Object.fromEntries(params),
-							order: updatedOrder,
-							offset: current * TIMELINE_TABLE_PAGE_SIZE - TIMELINE_TABLE_PAGE_SIZE,
-							pageSize,
-						})}`,
-					);
+					void Promise.all([setOrder(updatedOrder), setPage(1)]);
 				}
 			},
-			[pathname, safeNavigate],
+			[setOrder, setPage],
 		);
 
-	const offsetInt = parseInt(offset, 10);
-	const pageSize = params.get('pageSize') ?? String(TIMELINE_TABLE_PAGE_SIZE);
-	const pageSizeInt = parseInt(pageSize, 10);
+	const handleNextPage = useCallback(() => {
+		if (!nextCursor) {
+			return;
+		}
+		void setPage(page + 1);
+	}, [nextCursor, page, setPage]);
+
+	const handlePrevPage = useCallback(() => {
+		if (page <= 1) {
+			return;
+		}
+		void setPage(page - 1);
+	}, [page, setPage]);
 
 	const paginationConfig: TablePaginationConfig = {
-		pageSize: pageSizeInt,
-		showTotal: PaginationInfoText,
-		current: offsetInt / TIMELINE_TABLE_PAGE_SIZE + 1,
+		pageSize: TIMELINE_TABLE_PAGE_SIZE,
+		showTotal: (total, [start, end]) => (
+			<span>
+				<Typography.Text size="small">
+					{start} &#8212; {end}
+				</Typography.Text>
+				<Typography.Text size="small"> of {total}</Typography.Text>
+			</span>
+		),
+		current: page,
 		showSizeChanger: false,
 		hideOnSinglePage: true,
 		total: totalItems,
 	};
 
-	return { paginationConfig, onChangeHandler };
+	return {
+		paginationConfig,
+		onChangeHandler,
+		handleNextPage,
+		handlePrevPage,
+		hasNextPage: !!nextCursor,
+		hasPrevPage: page > 1,
+	};
 };
 
 export const useAlertRuleStatusToggle = ({
@@ -581,10 +619,7 @@ export const useAlertRuleDelete = ({
 };
 
 type GetAlertRuleDetailsTimelineGraphProps = GetAlertRuleDetailsApiProps & {
-	data:
-		| SuccessResponse<AlertRuleTimelineGraphResponsePayload, unknown>
-		| ErrorResponse
-		| undefined;
+	data: GetRuleHistoryOverallStatus200 | undefined;
 };
 
 export const useGetAlertRuleDetailsTimelineGraphData =
@@ -594,20 +629,18 @@ export const useGetAlertRuleDetailsTimelineGraphData =
 		const isValidRuleId = ruleId !== null && String(ruleId).length !== 0;
 		const hasStartAndEnd = startTime !== null && endTime !== null;
 
-		const { isLoading, isRefetching, isError, data } = useQuery(
-			[REACT_QUERY_KEY.ALERT_RULE_TIMELINE_GRAPH, ruleId, startTime, endTime],
-			{
-				queryFn: () =>
-					timelineGraph({
-						id: ruleId || '',
-						start: startTime,
-						end: endTime,
-					}),
-				enabled: isValidRuleId && hasStartAndEnd,
-				refetchOnMount: false,
-				refetchOnWindowFocus: false,
-			},
-		);
+		const { isLoading, isRefetching, isError, data } =
+			useGetRuleHistoryOverallStatus(
+				{ id: ruleId || '' },
+				{ start: startTime, end: endTime },
+				{
+					query: {
+						enabled: isValidRuleId && hasStartAndEnd,
+						refetchOnMount: false,
+						refetchOnWindowFocus: false,
+					},
+				},
+			);
 
 		return { isLoading, isRefetching, isError, data, isValidRuleId, ruleId };
 	};

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/__tests__/variableAdapters.test.ts

@@ -0,0 +1,97 @@
+import {
+	emptyVariableFormModel,
+	type VariableFormModel,
+} from '../variableFormModel';
+import { dtoToFormModel, formModelToDto } from '../variableAdapters';
+
+function model(overrides: Partial<VariableFormModel>): VariableFormModel {
+	return { ...emptyVariableFormModel(), name: 'v', ...overrides };
+}
+
+/** The list spec a saved variable carries, whatever its plugin. */
+function listSpec(m: VariableFormModel): {
+	allowMultiple?: boolean;
+	allowAllValue?: boolean;
+} {
+	return formModelToDto(m).spec as {
+		allowMultiple?: boolean;
+		allowAllValue?: boolean;
+	};
+}
+
+describe('formModelToDto — the ALL flag needs multi-select', () => {
+	it('keeps ALL for a multi-select dynamic variable', () => {
+		expect(
+			listSpec(
+				model({
+					type: 'DYNAMIC',
+					dynamicAttribute: 'host.name',
+					multiSelect: true,
+				}),
+			),
+		).toMatchObject({ allowMultiple: true, allowAllValue: true });
+	});
+
+	it('drops ALL for a single-select dynamic variable', () => {
+		// The API rejects allowAllValue without allowMultiple, and this used to be forced
+		// true for every dynamic variable — which blocked saving the whole dashboard.
+		expect(
+			listSpec(
+				model({
+					type: 'DYNAMIC',
+					dynamicAttribute: 'host.name',
+					multiSelect: false,
+				}),
+			),
+		).toMatchObject({ allowMultiple: false, allowAllValue: false });
+	});
+
+	it('drops ALL for a single-select query variable that still carries the flag', () => {
+		expect(
+			listSpec(
+				model({
+					type: 'QUERY',
+					queryValue: 'SELECT 1',
+					multiSelect: false,
+					showAllOption: true,
+				}),
+			),
+		).toMatchObject({ allowMultiple: false, allowAllValue: false });
+	});
+
+	it('respects the toggle on a multi-select query variable', () => {
+		expect(
+			listSpec(
+				model({
+					type: 'QUERY',
+					queryValue: 'SELECT 1',
+					multiSelect: true,
+					showAllOption: false,
+				}),
+			),
+		).toMatchObject({ allowMultiple: true, allowAllValue: false });
+	});
+
+	it('round-trips a single-select dynamic variable unchanged', () => {
+		// What the dashboard in the report holds: saving it must not flip the flag.
+		const dto = {
+			kind: 'ListVariable',
+			spec: {
+				name: 'host.name',
+				display: { name: 'host.name', description: '' },
+				allowMultiple: false,
+				allowAllValue: false,
+				sort: 'alphabetical-asc',
+				plugin: {
+					kind: 'signoz/DynamicVariable',
+					spec: { name: 'host.name', signal: 'all' },
+				},
+			},
+		} as never;
+
+		expect(listSpec(dtoToFormModel(dto))).toMatchObject({
+			allowMultiple: false,
+			allowAllValue: false,
+		});
+	});
+});

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardSettings/Variables/variableAdapters.ts

@@ -133,9 +133,14 @@ export function formModelToDto(
 			name: model.name,
 			display,
 			allowMultiple: model.multiSelect,
-			// Dynamic variables always expose the aggregate "ALL" entry (matches V1,
-			// which forced showALLOption true on save); other types respect the toggle.
-			allowAllValue: model.type === 'DYNAMIC' ? true : model.showAllOption,
+			// Dynamic variables always expose the aggregate "ALL" entry (matches V1, which
+			// forced showALLOption true on save); other types respect the toggle. Either
+			// way it needs multi-select — ALL is a set of values, and the API rejects the
+			// flag without it, which used to make a single-select dynamic variable
+			// unsaveable and blocked every other edit to the dashboard with it.
+			allowAllValue:
+				model.multiSelect &&
+				(model.type === 'DYNAMIC' ? true : model.showAllOption),
 			// model.sort is already a Perses sort token (`none` / `alphabetical-*`).
 			sort: model.sort,
 			defaultValue: model.defaultValue,

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelEditor/__tests__/panelEditorUrlQuery.promql.test.tsx

@@ -0,0 +1,164 @@
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { useState } from 'react';
+import { QueryClient, QueryClientProvider } from 'react-query';
+// eslint-disable-next-line no-restricted-imports
+import { Provider as ReduxProvider } from 'react-redux';
+import { MemoryRouter, Route, useHistory, useParams } from 'react-router-dom';
+import { CompatRouter } from 'react-router-dom-v5-compat';
+import { TooltipProvider } from '@signozhq/ui/tooltip';
+import {
+	type DashboardtypesPanelDTO,
+	TelemetrytypesSignalDTO,
+} from 'api/generated/services/sigNoz.schemas';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { QueryBuilderProvider } from 'providers/QueryBuilder';
+import configureStore from 'redux-mock-store';
+import appStore from 'store';
+
+import { useOpenPanelEditor } from '../../hooks/useOpenPanelEditor';
+import { usePanelEditorQuerySync } from '../hooks/usePanelEditorQuerySync';
+import PanelEditorQueryBuilder from '../PanelEditorQueryBuilder/PanelEditorQueryBuilder';
+
+// jest.config maps the real hook to a no-op mock; this suite needs real navigation.
+jest.mock('hooks/useSafeNavigate', () => {
+	const { useHistory: useRouterHistory } =
+		jest.requireActual('react-router-dom');
+	return {
+		useSafeNavigate: (): unknown => {
+			const history = useRouterHistory();
+			return {
+				safeNavigate: (to: string): void => history.push(to),
+			};
+		},
+	};
+});
+
+jest.mock('../../store/useDashboardStore', () => ({
+	useDashboardStore: (selector: (s: unknown) => unknown): unknown =>
+		selector({ dashboardId: 'dash-1' }),
+}));
+
+function makePromPanel(name: string, promql: string): DashboardtypesPanelDTO {
+	return {
+		kind: 'Panel',
+		spec: {
+			display: { name },
+			plugin: { kind: 'signoz/TimeSeriesPanel', spec: {} },
+			queries: [
+				{
+					kind: 'time_series',
+					spec: {
+						plugin: {
+							kind: 'signoz/PromQLQuery',
+							spec: { name: 'A', query: promql, legend: '', disabled: false },
+						},
+					},
+				},
+			],
+		},
+	} as unknown as DashboardtypesPanelDTO;
+}
+
+const PANELS: Record<string, DashboardtypesPanelDTO> = {
+	A: makePromPanel('Panel A', 'up{job="alpha"}'),
+	B: makePromPanel('Panel B', 'up{job="bravo"}'),
+};
+
+const noop = (): void => {};
+
+/** Stands in for the editor route: the same draft + builder sync `PanelEditorContainer` runs. */
+function EditorRoute(): JSX.Element {
+	const { panelId } = useParams<{ panelId: string }>();
+	const [panel] = useState(PANELS[panelId]);
+
+	usePanelEditorQuerySync({
+		draft: panel,
+		panelType: PANEL_TYPES.TIME_SERIES,
+		setSpec: noop,
+		refetch: noop,
+		signal: TelemetrytypesSignalDTO.metrics,
+		savedQueries: panel.spec.queries,
+	});
+
+	return (
+		<PanelEditorQueryBuilder
+			panelKind="signoz/TimeSeriesPanel"
+			signal={TelemetrytypesSignalDTO.metrics}
+			isLoadingQueries={false}
+			onStageRunQuery={noop}
+			onCancelQuery={noop}
+		/>
+	);
+}
+
+function Harness(): JSX.Element {
+	const openPanelEditor = useOpenPanelEditor();
+	const history = useHistory();
+
+	return (
+		<>
+			<button
+				type="button"
+				data-testid="edit-a"
+				onClick={(): void => openPanelEditor('A', { panel: PANELS.A })}
+			>
+				edit A
+			</button>
+			<button
+				type="button"
+				data-testid="edit-b"
+				onClick={(): void => openPanelEditor('B', { panel: PANELS.B })}
+			>
+				edit B
+			</button>
+			<button
+				type="button"
+				data-testid="back"
+				onClick={(): void => history.push('/dashboard/dash-1')}
+			>
+				back
+			</button>
+			<Route
+				path="/dashboard/:dashboardId/panel/:panelId"
+				component={EditorRoute}
+			/>
+		</>
+	);
+}
+
+const renderHarness = (): void => {
+	render(
+		<MemoryRouter initialEntries={['/dashboard/dash-1']}>
+			<CompatRouter>
+				<QueryClientProvider client={new QueryClient()}>
+					<ReduxProvider store={configureStore([])(appStore.getState())}>
+						<TooltipProvider>
+							<QueryBuilderProvider>
+								<Harness />
+							</QueryBuilderProvider>
+						</TooltipProvider>
+					</ReduxProvider>
+				</QueryClientProvider>
+			</CompatRouter>
+		</MemoryRouter>,
+	);
+};
+
+describe('Panel editor route, PromQL panels', () => {
+	it('opens on the edited panel query, not the previously edited one', async () => {
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+		renderHarness();
+
+		await user.click(screen.getByTestId('edit-a'));
+		expect(screen.getByTestId('promql-query-input')).toHaveValue(
+			'up{job="alpha"}',
+		);
+
+		await user.click(screen.getByTestId('back'));
+		await user.click(screen.getByTestId('edit-b'));
+		expect(screen.getByTestId('promql-query-input')).toHaveValue(
+			'up{job="bravo"}',
+		);
+	});
+});