refactor(traces-qb): resolve select and filter through one path

ColumnExpressionFor resolved a key by probing FieldFor and falling back to
CandidateKeys, while ConditionFor resolved metadata-first. The probe answers
"does this resolve?" and was standing in for "is this one field?", so the two
paths could disagree about what a name means: the same key could be filtered
as one field and selected as another.

Extract ConditionFor's resolution as resolveLogicalFields and route both
through it. logicalForResolvedColumn and upgradeToFamilies go with it -- the
metadata-first path yields semantic-convention families directly, so there is
nothing left to upgrade.

Apply the column's type check whenever a same-named metadata key joins a real
column, not only when the column arrives via the probe. A corrupt entry
reaching resolution through metadata could previously bypass it and pull an
intrinsic into a stringified union.

Scope keys now resolve like every other context, so getColumn no longer has to
decline scope `name`/`version` to keep them unambiguous, and a scope attribute
so named is reachable again.

Select consequently follows the policies the filter path already applied: an
ambiguous bare name prefers resource over attribute instead of unioning both,
a strict context also tries its literal `{context}.{name}` spelling, and a key
carries its metadata data type into coercion.

Assisted-by: Claude Opus 5

docs/api/openapi.yml

@@ -8805,7 +8805,9 @@ components:
       - metric
       - log
       - span
+      - trace
       - resource
+      - scope
       - attribute
       - body
       - ""
@@ -9115,6 +9117,158 @@ info:
   version: ""
 openapi: 3.0.3
 paths:
+  /api/v1/ai_observability/fields/keys:
+    get:
+      deprecated: false
+      description: This endpoint returns the field keys the AI observability explorer
+        can filter on, including the computed per-trace aggregates
+      operationId: GetAIObservabilityFieldsKeys
+      parameters:
+      - in: query
+        name: searchText
+        schema:
+          type: string
+      - in: query
+        name: fieldContext
+        schema:
+          $ref: '#/components/schemas/TelemetrytypesFieldContext'
+      - in: query
+        name: fieldDataType
+        schema:
+          $ref: '#/components/schemas/TelemetrytypesFieldDataType'
+      - in: query
+        name: startUnixMilli
+        schema:
+          format: int64
+          type: integer
+      - in: query
+        name: endUnixMilli
+        schema:
+          format: int64
+          type: integer
+      - in: query
+        name: limit
+        schema:
+          type: integer
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/TelemetrytypesGettableFieldKeys'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: Get AI observability field keys
+      tags:
+      - ai_observability
+  /api/v1/ai_observability/fields/values:
+    get:
+      deprecated: false
+      description: This endpoint returns the values the AI observability explorer
+        can filter a field key on
+      operationId: GetAIObservabilityFieldsValues
+      parameters:
+      - in: query
+        name: searchText
+        schema:
+          type: string
+      - in: query
+        name: fieldContext
+        schema:
+          $ref: '#/components/schemas/TelemetrytypesFieldContext'
+      - in: query
+        name: fieldDataType
+        schema:
+          $ref: '#/components/schemas/TelemetrytypesFieldDataType'
+      - in: query
+        name: startUnixMilli
+        schema:
+          format: int64
+          type: integer
+      - in: query
+        name: endUnixMilli
+        schema:
+          format: int64
+          type: integer
+      - in: query
+        name: limit
+        schema:
+          type: integer
+      - in: query
+        name: name
+        schema:
+          type: string
+      responses:
+        "200":
+          content:
+            application/json:
+              schema:
+                properties:
+                  data:
+                    $ref: '#/components/schemas/TelemetrytypesGettableFieldValues'
+                  status:
+                    type: string
+                required:
+                - status
+                - data
+                type: object
+          description: OK
+        "401":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Unauthorized
+        "403":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Forbidden
+        "500":
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/RenderErrorResponse'
+          description: Internal Server Error
+      security:
+      - api_key:
+        - VIEWER
+      - tokenizer:
+        - VIEWER
+      summary: Get AI observability field values
+      tags:
+      - ai_observability
   /api/v1/alerts:
     get:
       deprecated: false

frontend/jest.config.ts

@@ -56,10 +56,10 @@ const config: Config.InitialOptions = {
 	transformIgnorePatterns: [
 		// @chenglou/pretext is ESM-only; @signozhq/ui pulls it in via text-ellipsis.
 		// Pattern 1: allow .pnpm virtual store through (handled by pattern 2), plus root-level ESM packages.
-		'node_modules/(?!(\\.pnpm|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou/pretext|@signozhq/design-tokens|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|mdast-util-from-markdown|mdast-util-to-string|micromark|micromark-core-commonmark|micromark-extension-gfm|micromark-extension-gfm-autolink-literal|micromark-extension-gfm-footnote|micromark-extension-gfm-strikethrough|micromark-extension-gfm-table|micromark-extension-gfm-tagfilter|micromark-extension-gfm-task-list-item|micromark-factory-destination|micromark-factory-label|micromark-factory-space|micromark-factory-title|micromark-factory-whitespace|micromark-util-character|micromark-util-chunked|micromark-util-classify-character|micromark-util-combine-extensions|micromark-util-decode-numeric-character-reference|micromark-util-decode-string|micromark-util-encode|micromark-util-html-tag-name|micromark-util-normalize-identifier|micromark-util-resolve-all|micromark-util-sanitize-uri|micromark-util-subtokenize|micromark-util-symbol|micromark-util-types|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)/)',
+		'node_modules/(?!(\\.pnpm|react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou/pretext|@signozhq/design-tokens|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|mdast-util-from-markdown|mdast-util-to-string|micromark|micromark-core-commonmark|micromark-extension-gfm|micromark-extension-gfm-autolink-literal|micromark-extension-gfm-footnote|micromark-extension-gfm-strikethrough|micromark-extension-gfm-table|micromark-extension-gfm-tagfilter|micromark-extension-gfm-task-list-item|micromark-factory-destination|micromark-factory-label|micromark-factory-space|micromark-factory-title|micromark-factory-whitespace|micromark-util-character|micromark-util-chunked|micromark-util-classify-character|micromark-util-combine-extensions|micromark-util-decode-numeric-character-reference|micromark-util-decode-string|micromark-util-encode|micromark-util-html-tag-name|micromark-util-normalize-identifier|micromark-util-resolve-all|micromark-util-sanitize-uri|micromark-util-subtokenize|micromark-util-symbol|micromark-util-types|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)/)',
 		// Pattern 2: pnpm virtual store — ignore everything except ESM-only packages.
 		// pnpm encodes scoped packages as @scope+name@version, so match on scope prefix.
-		'node_modules/\\.pnpm/(?!(lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|mdast-util-from-markdown|mdast-util-to-string|micromark|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)[^/]*/node_modules)',
+		'node_modules/\\.pnpm/(?!(react-json-tree|react-base16-styling|lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@chenglou|@signozhq|date-fns|d3-interpolate|d3-color|api|@codemirror|@lezer|@marijn|@grafana|nuqs|uuid|copy-text-to-clipboard|react-markdown|vfile|vfile-message|unist-util-stringify-position|unified|bail|is-plain-obj|trough|remark-parse|mdast-util-from-markdown|mdast-util-to-string|micromark|decode-named-character-reference|remark-rehype|mdast-util-to-hast|unist-util-position|trim-lines|unist-util-visit|unist-util-visit-parents|unist-util-is|unist-util-generated|mdast-util-definitions|property-information|hast-util-whitespace|space-separated-tokens|comma-separated-tokens|rehype-raw|hast-util-raw|hast-util-from-parse5|devlop|hastscript|hast-util-parse-selector|vfile-location|web-namespaces|hast-util-to-parse5|zwitch|html-void-elements)[^/]*/node_modules)',
 	],
 	setupFilesAfterEnv: ['<rootDir>/jest.setup.ts'],
 	testPathIgnorePatterns: ['/node_modules/', '/public/'],

frontend/package.json

@@ -197,7 +197,7 @@
     "oxfmt": "0.54.0",
     "oxlint": "1.69.0",
     "oxlint-tsgolint": "0.23.0",
-    "postcss": "8.5.14",
+    "postcss": "8.5.26",
     "postcss-scss": "4.0.9",
     "react-resizable": "3.0.4",
     "redux-mock-store": "1.5.4",

frontend/pnpm-lock.yaml

@@ -6,12 +6,19 @@ settings:
 
 overrides:
   '@babel/core@<=7.29.0': '>=7.29.6 <8'
-  '@istanbuljs/load-nyc-config>js-yaml': '>=4.2.0 <5'
+  '@istanbuljs/load-nyc-config>js-yaml': '>=4.3.1 <5'
+  brace-expansion@<1.1.18: '>=1.1.18 <2'
+  brace-expansion@>=2.0.0 <2.1.4: '>=2.1.4 <3'
+  brace-expansion@>=5.0.0 <5.0.9: '>=5.0.9 <6'
   cookie@<0.7.0: '>=0.7.1 <1'
   dompurify@<=3.4.10: '>=3.4.11 <4'
   esbuild@>=0.27.3 <0.28.1: '>=0.28.1 <0.29.0'
+  fast-uri@<3.1.5: '>=3.1.5 <4'
+  immutable@<5.1.8: '>=5.1.8 <6'
   js-cookie@<=3.0.5: '>=3.0.7 <4'
-  js-yaml@>=4.0.0 <=4.1.1: '>=4.2.0 <5'
+  js-yaml@>=4.0.0 <4.3.1: '>=4.3.1 <5'
+  less@<4.5.0: '>=4.5.0 <5'
+  nanoid@<3.3.18: '>=3.3.18 <4'
   prismjs@<1.30.0: '>=1.30.0 <2'
   react-router@>=6.7.0 <6.30.4: '>=6.30.4 <7'
   tmp@<0.2.6: '>=0.2.6 <0.3.0'
@@ -98,7 +105,7 @@ importers:
         version: 3.3.0(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
       '@vitejs/plugin-react':
         specifier: 5.1.4
-        version: 5.1.4(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))
+        version: 5.1.4(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))
       ansi-to-html:
         specifier: 0.7.2
         version: 0.7.2
@@ -311,10 +318,10 @@ importers:
         version: 14.0.1
       vite:
         specifier: npm:rolldown-vite@7.3.1
-        version: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+        version: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
       vite-plugin-html:
         specifier: 3.2.2
-        version: 3.2.2(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))
+        version: 3.2.2(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))
       zod:
         specifier: 4.3.6
         version: 4.3.6
@@ -467,11 +474,11 @@ importers:
         specifier: 0.23.0
         version: 0.23.0
       postcss:
-        specifier: 8.5.14
-        version: 8.5.14
+        specifier: 8.5.26
+        version: 8.5.26
       postcss-scss:
         specifier: 4.0.9
-        version: 4.0.9(postcss@8.5.14)
+        version: 4.0.9(postcss@8.5.26)
       react-resizable:
         specifier: 3.0.4
         version: 3.0.4(react-dom@18.2.0(react@18.2.0))(react@18.2.0)
@@ -501,16 +508,16 @@ importers:
         version: 1.6.0(react@18.2.0)
       vite-plugin-checker:
         specifier: 0.12.0
-        version: 0.12.0(eslint@10.2.1(jiti@2.6.1))(meow@13.2.0)(optionator@0.9.4)(oxlint@1.69.0(oxlint-tsgolint@0.23.0))(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(stylelint@17.7.0(typescript@5.9.3))(typescript@5.9.3)
+        version: 0.12.0(eslint@10.2.1(jiti@2.6.1))(meow@13.2.0)(optionator@0.9.4)(oxlint@1.69.0(oxlint-tsgolint@0.23.0))(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(stylelint@17.7.0(typescript@5.9.3))(typescript@5.9.3)
       vite-plugin-compression:
         specifier: 0.5.1
-        version: 0.5.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))
+        version: 0.5.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))
       vite-plugin-image-optimizer:
         specifier: 2.0.3
-        version: 2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.35.0)(svgo@4.0.2)
+        version: 2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.35.0)(svgo@4.0.2)
       vite-tsconfig-paths:
         specifier: 6.1.1
-        version: 6.1.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(typescript@5.9.3)
+        version: 6.1.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(typescript@5.9.3)
 
 packages:
 
@@ -4159,15 +4166,15 @@ packages:
   boolbase@1.0.0:
     resolution: {integrity: sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww==}
 
-  brace-expansion@1.1.15:
-    resolution: {integrity: sha512-EwOCDEex4quD37XhqM3omwtMoJjr//isUZz1JopUNWms+4Z2ViyM/k1YIRePpoVNnQhENnxtFjLaxNHrT7xIUg==}
+  brace-expansion@1.1.18:
+    resolution: {integrity: sha512-Edep/X9fGqVNmzKBVsDYIOtD+z1tuezV70LBjdCst9Tqu76lsnvRiZ6oTic1n+/BIwX6QDGAO94PN4N2SADvtw==}
 
-  brace-expansion@2.1.1:
-    resolution: {integrity: sha512-WR1cURNjuvBLMZBMbqM0UoE+WAfdUcEV1ccD8PVBVOI+Z3ND4+SZbN8RsfT2bMuG1qwz5RFvPukSZm5fF2D5eA==}
+  brace-expansion@2.1.4:
+    resolution: {integrity: sha512-hGfVzPxthbf3+2yjg/RBs60cB0FhqBS/zvdV/4wn4/BmN0bNMMHPc4V/BbFieqf1TKAGGAHnY4eSjajCl0f2Xg==}
 
-  brace-expansion@5.0.7:
-    resolution: {integrity: sha512-7oFy703dxfY3/NLxC1fh2SUCQ0H9rmAY+5EpDVfXjUTTs+HEwR2nYaqLv+GWcTsumwxPfiz6CzCNkwXwBUwqCA==}
-    engines: {node: 18 || 20 || >=22}
+  brace-expansion@5.0.9:
+    resolution: {integrity: sha512-ScQ4IuvIEF1TMlP7Zt+vjJ//9zlPb2SDcxWxM3bk8s6t6GGdJ7KO1dCcTidOPJKePW30LE/2cT7wCyPho9/Wxg==}
+    engines: {node: 20 || >=22}
 
   braces@3.0.3:
     resolution: {integrity: sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==}
@@ -4459,8 +4466,9 @@ packages:
     resolution: {integrity: sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==}
     engines: {node: '>= 0.6'}
 
-  copy-anything@2.0.6:
-    resolution: {integrity: sha512-1j20GZTsvKNkc4BY3NpMOM8tt///wY3FpIzozTOFO2ffuZcV61nojHXVKIy3WM+7ADCy5FVhdZYHYDdgTU0yJw==}
+  copy-anything@3.0.5:
+    resolution: {integrity: sha512-yCEafptTtb4bk7GLEQoM8KVJpxAfdBJYaXyzQEgQQQgYrZiDp8SJmGKlYza6CYjEDNstAdNdKA3UuoULlEbS6w==}
+    engines: {node: '>=12.13'}
 
   copy-text-to-clipboard@3.2.2:
     resolution: {integrity: sha512-T6SqyLd1iLuqPA90J5N4cTalrtovCySh58iiZDGJ6FGznbclKh4UI+FGacQSgFzwKG77W7XT5gwbVEbd9cIH1A==}
@@ -4707,6 +4715,14 @@ packages:
   debounce@1.2.1:
     resolution: {integrity: sha512-XRRe6Glud4rd/ZGQfiV1ruXSfbvfJedlV9Y6zOlP+2K04vBYiJEte6stfFkCP03aMnY5tsipamumUjL14fofug==}
 
+  debug@2.6.9:
+    resolution: {integrity: sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==}
+    peerDependencies:
+      supports-color: '*'
+    peerDependenciesMeta:
+      supports-color:
+        optional: true
+
   debug@3.2.7:
     resolution: {integrity: sha512-CFjzYYAi4ThfiQvizrFQevTTXHtnCqWfe7x1AhgEscTz6ZbLbfoLRLPugTQyBth6f8ZERVUSyWHFD/7Wu4t1XQ==}
     peerDependencies:
@@ -5100,8 +5116,8 @@ packages:
   fast-shallow-equal@1.0.0:
     resolution: {integrity: sha512-HPtaa38cPgWvaCFmRNhlc6NG7pv6NUHqjPgVAkWGoB9mQMwYB27/K0CvOM5Czy+qpT3e8XJ6Q4aPAnzpNpzNaw==}
 
-  fast-uri@3.1.2:
-    resolution: {integrity: sha512-rVjf7ArG3LTk+FS6Yw81V1DLuZl1bRbNrev6Tmd/9RaroeeRRJhAt7jg/6YFxbvAQXUCavSoZhPPj6oOx+5KjQ==}
+  fast-uri@3.1.5:
+    resolution: {integrity: sha512-gHwA1O9LDIcKunMKhObS/HimwtehO1nPUECKAu5TpKgaO19fcWEl4bliWe1jWxVFvIXztJjjQ4L8XQ1EU9f7Jw==}
 
   fast_array_intersect@1.1.0:
     resolution: {integrity: sha512-/DCilZlUdz2XyNDF+ASs0PwY+RKG9Y4Silp/gbS72Cvbg4oibc778xcecg+pnNyiNHYgh/TApsiDTjpdniyShw==}
@@ -5556,19 +5572,14 @@ packages:
     resolution: {integrity: sha512-Hs59xBNfUIunMFgWAbGX5cq6893IbWg4KnrjbYwX3tx0ztorVgTDA6B2sxf8ejHJ4wz8BqGUMYlnzNBer5NvGg==}
     engines: {node: '>= 4'}
 
-  image-size@0.5.5:
-    resolution: {integrity: sha512-6TDAlDPZxUFCv+fuOkIoXT/V/f3Qbq8e37p+YOiYrUv3v9cc3/6x78VdfPgFVaB9dZYeLUfKgHRebpkm/oP2VQ==}
-    engines: {node: '>=0.10.0'}
-    hasBin: true
-
   immediate@3.0.6:
     resolution: {integrity: sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ==}
 
   immer@11.1.3:
     resolution: {integrity: sha512-6jQTc5z0KJFtr1UgFpIL3N9XSC3saRaI9PwWtzM2pSqkNGtiNkYY2OSwkOGDK2XcTRcLb1pi/aNkKZz0nxVH4Q==}
 
-  immutable@5.1.5:
-    resolution: {integrity: sha512-t7xcm2siw+hlUM68I+UEOK+z84RzmN59as9DZ7P1l0994DKUWV7UXBMQZVxaoMSRQ+PBZbHCOoBt7a2wxOMt+A==}
+  immutable@5.1.9:
+    resolution: {integrity: sha512-m8nVez3rwrgmWxtLMt1ZYXB2Lv7OKYn/disyxAlSDYAlKSlFoPPfIAmAM/M5xqL4m4C/wAPw7S2/CNaUii1Hxg==}
 
   import-fresh@3.3.1:
     resolution: {integrity: sha512-TR3KfrTZTYLPB6jUjfx6MF9WcWrHL9su5TObK4ZkYgBdWKPOFoSoQIdEuTuR82pmtxH2spWG9h6etwfr1pLBqQ==}
@@ -5811,8 +5822,9 @@ packages:
     resolution: {integrity: sha512-mfcwb6IzQyOKTs84CQMrOwW4gQcaTOAWJ0zzJCl2WSPDrWk/OzDaImWFH3djXhb24g4eudZfLRozAvPGw4d9hQ==}
     engines: {node: '>= 0.4'}
 
-  is-what@3.14.1:
-    resolution: {integrity: sha512-sNxgpk9793nzSs7bA6JQJGeIuRBQhAaNGG77kzYQgMkrID+lS6SlK07K5LaptscDlSaIgH+GPFzf+d75FVxozA==}
+  is-what@4.1.16:
+    resolution: {integrity: sha512-ZhMwEosbFJkA0YhFnNDgTM4ZxDRsS6HqTo7qsZM08fehyRYIYa0yHu5R6mgo1n/8MgaPBXiPimPD77baVFYg+A==}
+    engines: {node: '>=12.13'}
 
   is-wsl@3.1.1:
     resolution: {integrity: sha512-e6rvdUCiQCAuumZslxRJWR/Doq4VpPR82kqclvcS0efgt430SlGIk05vdCN58+VrzgtIcfNODjozVielycD4Sw==}
@@ -6089,8 +6101,8 @@ packages:
   js-tokens@4.0.0:
     resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}
 
-  js-yaml@4.3.0:
-    resolution: {integrity: sha512-1td788aAnnZ5qs7V2QIRl1owjtYpbKt749Y3xauqQgwIIGF/xXWz1wMTEBx5O3LK3lXLVuqXPdPxj2BoFHaW9Q==}
+  js-yaml@4.3.1:
+    resolution: {integrity: sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==}
     hasBin: true
 
   jsdom@20.0.3:
@@ -6173,9 +6185,9 @@ packages:
   lerc@3.0.0:
     resolution: {integrity: sha512-Rm4J/WaHhRa93nCN2mwWDZFoRVF18G1f47C+kvQWyHGEZxFpTUi73p7lMVSAndyxGt6lJ2/CFbOcf9ra5p8aww==}
 
-  less@4.4.0:
-    resolution: {integrity: sha512-kdTwsyRuncDfjEs0DlRILWNvxhDG/Zij4YLO4TMJgDLW+8OzpfkdPnRgrsRuY1o+oaxJGWsps5f/RVBgGmmN0w==}
-    engines: {node: '>=14'}
+  less@4.9.0:
+    resolution: {integrity: sha512-umRhrCH7fCi8Uj2RcwKjJdvUORTjeWqkdKx0LbcZvjIwsAVsnIAGcxHaqowPeBFBjQuWOeC/bve0AlpFzF/+SQ==}
+    engines: {node: '>=18'}
     hasBin: true
 
   leven@3.1.0:
@@ -6364,14 +6376,14 @@ packages:
     resolution: {integrity: sha512-ISQTe55T2ao7XtlAStud6qwYPZjE4GK1S/BeVPus4jrq6JuOnQ00YKQC581RWhR122W7msZV263KzVeLoqidyQ==}
     engines: {node: '>=12'}
 
-  make-dir@2.1.0:
-    resolution: {integrity: sha512-LS9X+dc8KLxXCb8dni79fLIIUA5VyZoyjSMCwTluaXA0o27cCK0bhXkpgw+sTXVpPy/lSO57ilRixqk0vDmtRA==}
-    engines: {node: '>=6'}
-
   make-dir@3.1.0:
     resolution: {integrity: sha512-g3FeP20LNwhALb/6Cz6Dd4F2ngze0jz7tbzrD2wAV+o9FeNHe4rL+yK2md0J/fiSf1sa1ADhXqi5+oVwOM/eGw==}
     engines: {node: '>=8'}
 
+  make-dir@5.1.0:
+    resolution: {integrity: sha512-IfpFq6UM39dUNiphpA6uDezNx/AvWyhwfICWPR3t1VspkgkMZrL+Rk1RbN1bx+aeNYwOrqGJgEgV3yotk+ZUVw==}
+    engines: {node: '>=18'}
+
   make-error@1.3.6:
     resolution: {integrity: sha512-s8UhlNe7vPKomQhC1qFelMokr/Sc3AgNbso3n74mVPA5LTZwkB9NlXf4XPamLxJE8h0gh73rM94xvwRT2CVInw==}
 
@@ -6691,6 +6703,9 @@ packages:
     resolution: {integrity: sha512-tzzskb3bG8LvYGFF/mDTpq3jpI6Q9wc3LEmBaghu+DdCssd1FakN7Bc0hVNmEyGq1bq3RgfkCb3cmQLpNPOroA==}
     engines: {node: '>=4'}
 
+  ms@2.0.0:
+    resolution: {integrity: sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A==}
+
   ms@2.1.2:
     resolution: {integrity: sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==}
 
@@ -6719,8 +6734,8 @@ packages:
   nano-time@1.0.0:
     resolution: {integrity: sha512-flnngywOoQ0lLQOTRNexn2gGSNuM9bKj9RZAWSzhQ+UJYaAFG9bac4DW9VHjUAzrOaIcajHybCTHe/bkvozQqA==}
 
-  nanoid@3.3.11:
-    resolution: {integrity: sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w==}
+  nanoid@3.3.18:
+    resolution: {integrity: sha512-DTg4MJbGMWkfi6VZFdNt2/caMbQy4Ou+Op/hJQvGEWcnVfoA1QA+xzRKAzw9jD6+GVOOeYr/mIcuDSdug6F6+w==}
     engines: {node: ^10 || ^12 || ^13.7 || ^14 || >=15.0.1}
     hasBin: true
 
@@ -6732,6 +6747,11 @@ packages:
   natural-compare@1.4.0:
     resolution: {integrity: sha512-OWND8ei3VtNC9h7V60qff3SVobHr996CTwgxubgyQYEpg290h9J0buyECNNJexkFm5sOajh5G116RYA1c8ZMSw==}
 
+  needle@2.9.1:
+    resolution: {integrity: sha512-6R9fqJ5Zcmf+uYaFgdIHmLwNldn5HbK8L5ybn7Uz+ylX/rnOsSp1AHcvQSrCaFN+qNM1wpymHqD7mVasEOlHGQ==}
+    engines: {node: '>= 4.4.x'}
+    hasBin: true
+
   needle@3.2.0:
     resolution: {integrity: sha512-oUvzXnyLiVyVGoianLijF9O/RecZUf7TkBfimjGrLM4eQhXyeJwM6GeAWccwfQ9aa4gMCZKqhAOuLaMIcQxajQ==}
     engines: {node: '>= 4.4.x'}
@@ -7066,10 +7086,6 @@ packages:
     resolution: {integrity: sha512-QP88BAKvMam/3NxH6vj2o21R6MjxZUAd6nlwAS/pnGvN9IVLocLHxGYIzFhg6fUQ+5th6P4dv4eW9jX3DSIj7A==}
     engines: {node: '>=12'}
 
-  pify@4.0.1:
-    resolution: {integrity: sha512-uB80kBFb/tfd68bVleG9T5GGsGPjJrLAUpR5PZIrhBnIaRTQRjqdJSsIKkOP6OAIFbj7GOrcudc5pNjZ+geV2g==}
-    engines: {node: '>=6'}
-
   pirates@4.0.7:
     resolution: {integrity: sha512-TfySrs/5nm8fQJDcBDuUng3VOUKsd7S+zqvbOTiGXHfxX4wK31ard+hoNuvkicM/2YFzlpDgABOevKSsB4G/FA==}
     engines: {node: '>= 6'}
@@ -7131,8 +7147,8 @@ packages:
   postcss-value-parser@4.2.0:
     resolution: {integrity: sha512-1NNCs6uurfkVbeXG4S8JFT9t19m45ICnif8zWLd5oPSZ50QnwMfK+H3jv408d4jw/7Bttv5axS5IiHoLaVNHeQ==}
 
-  postcss@8.5.14:
-    resolution: {integrity: sha512-SoSL4+OSEtR99LHFZQiJLkT59C5B1amGO1NzTwj7TT1qCUgUO6hxOvzkOYxD+vMrXBM3XJIKzokoERdqQq/Zmg==}
+  postcss@8.5.26:
+    resolution: {integrity: sha512-u82N74LFzG8ca+dD8puPnplTXoGH4fTPpVGuIbt36G3qvNlkvfD0lEAZSxaly3KX8TS/L1A1gsCEmvKmBcVbkQ==}
     engines: {node: ^10 || ^12 || >=14}
 
   posthog-js@1.298.0:
@@ -7178,6 +7194,9 @@ packages:
     resolution: {integrity: sha512-DEvV2ZF2r2/63V+tK8hQvrR2ZGn10srHbXviTlcv7Kpzw8jWiNTqbVgjO3IY8RxrrOUF8VPMQQFysYYYv0YZxw==}
     engines: {node: '>=6'}
 
+  probe-image-size@7.4.0:
+    resolution: {integrity: sha512-cdEprVtZxV+awMde9X+4jILBFYh4CARxVrQaMl4wY4YcPWbul9jntXrIW95NInBDyJwcVUP3U0T6yukN8rMBaQ==}
+
   process-nextick-args@2.0.1:
     resolution: {integrity: sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==}
 
@@ -7924,7 +7943,7 @@ packages:
       '@types/node': ^20.19.0 || >=22.12.0
       esbuild: '>=0.28.1 <0.29.0'
       jiti: '>=1.21.0'
-      less: ^4.0.0
+      less: '>=4.5.0 <5'
       sass: ^1.70.0
       sass-embedded: ^1.70.0
       stylus: '>=0.54.8'
@@ -8044,10 +8063,6 @@ packages:
     resolution: {integrity: sha512-3A6sD0WYP7+QrjbfNA2FN3FsOaGGFoekCVgTyypy53gPxhbkCIjtO6YWgdrfM+n/8sI8JeXZOIxsHjMTNxQ4nQ==}
     engines: {node: ^14.0.0 || >=16.0.0}
 
-  semver@5.7.2:
-    resolution: {integrity: sha512-cBznnQ9KjJqU67B52RMC65CMarK2600WFnbkcaiwWq3xy/5haFJlshgnpjovMVJ+Hff49d8GEn0b87C5pDQ10g==}
-    hasBin: true
-
   semver@6.3.1:
     resolution: {integrity: sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==}
     hasBin: true
@@ -8205,6 +8220,9 @@ packages:
     resolution: {integrity: sha512-eLoXW/DHyl62zxY4SCaIgnRhuMr6ri4juEYARS8E6sCEqzKpOiE521Ucofdx+KnDZl5xmvGYaaKCk5FEOxJCoQ==}
     engines: {node: '>= 0.4'}
 
+  stream-parser@0.3.1:
+    resolution: {integrity: sha512-bJ/HgKq41nlKvlhccD5kaCr/P+Hu0wPNKPJOH7en+YrJu/9EgqUF+88w5Jb6KNcjOFMhfX4B2asfeAtIGuHObQ==}
+
   strict-event-emitter@0.2.8:
     resolution: {integrity: sha512-KDf/ujU8Zud3YaLtMCcTI4xkZlZVIYxTLr+XIULexP+77EEVWixeXroLUXQXiVtH4XH2W7jr/3PT1v3zBuvc3A==}
 
@@ -9069,7 +9087,7 @@ snapshots:
     dependencies:
       '@jsdevtools/ono': 7.1.3
       '@types/json-schema': 7.0.15
-      js-yaml: 4.3.0
+      js-yaml: 4.3.1
 
   '@babel/code-frame@7.29.0':
     dependencies:
@@ -10569,7 +10587,7 @@ snapshots:
       camelcase: 5.3.1
       find-up: 4.1.0
       get-package-type: 0.1.0
-      js-yaml: 4.3.0
+      js-yaml: 4.3.1
       resolve-from: 5.0.0
 
   '@istanbuljs/schema@0.1.3': {}
@@ -12428,11 +12446,11 @@ snapshots:
 
   '@types/postcss-modules-local-by-default@4.0.2':
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
 
   '@types/postcss-modules-scope@3.0.4':
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
 
   '@types/prop-types@15.7.5': {}
 
@@ -12761,7 +12779,7 @@ snapshots:
       d3-time-format: 4.1.0
       internmap: 2.0.3
 
-  '@vitejs/plugin-react@5.1.4(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))':
+  '@vitejs/plugin-react@5.1.4(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))':
     dependencies:
       '@babel/core': 7.29.7
       '@babel/plugin-transform-react-jsx-self': 7.27.1(@babel/core@7.29.7)
@@ -12769,7 +12787,7 @@ snapshots:
       '@rolldown/pluginutils': 1.0.0-rc.3
       '@types/babel__core': 7.20.5
       react-refresh: 0.18.0
-      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
     transitivePeerDependencies:
       - supports-color
 
@@ -12823,7 +12841,7 @@ snapshots:
   ajv@8.18.0:
     dependencies:
       fast-deep-equal: 3.1.3
-      fast-uri: 3.1.2
+      fast-uri: 3.1.5
       json-schema-traverse: 1.0.0
       require-from-string: 2.0.2
 
@@ -13134,16 +13152,16 @@ snapshots:
 
   boolbase@1.0.0: {}
 
-  brace-expansion@1.1.15:
+  brace-expansion@1.1.18:
     dependencies:
       balanced-match: 1.0.2
       concat-map: 0.0.1
 
-  brace-expansion@2.1.1:
+  brace-expansion@2.1.4:
     dependencies:
       balanced-match: 1.0.2
 
-  brace-expansion@5.0.7:
+  brace-expansion@5.0.9:
     dependencies:
       balanced-match: 4.0.4
 
@@ -13432,9 +13450,9 @@ snapshots:
 
   cookie@0.7.2: {}
 
-  copy-anything@2.0.6:
+  copy-anything@3.0.5:
     dependencies:
-      is-what: 3.14.1
+      is-what: 4.1.16
 
   copy-text-to-clipboard@3.2.2: {}
 
@@ -13472,7 +13490,7 @@ snapshots:
     dependencies:
       env-paths: 2.2.1
       import-fresh: 3.3.1
-      js-yaml: 4.3.0
+      js-yaml: 4.3.1
       parse-json: 5.2.0
     optionalDependencies:
       typescript: 5.9.3
@@ -13682,6 +13700,11 @@ snapshots:
 
   debounce@1.2.1: {}
 
+  debug@2.6.9:
+    dependencies:
+      ms: 2.0.0
+    optional: true
+
   debug@3.2.7:
     dependencies:
       ms: 2.1.3
@@ -14141,7 +14164,7 @@ snapshots:
 
   fast-shallow-equal@1.0.0: {}
 
-  fast-uri@3.1.2: {}
+  fast-uri@3.1.5: {}
 
   fast_array_intersect@1.1.0: {}
 
@@ -14556,7 +14579,7 @@ snapshots:
 
   history@5.3.0:
     dependencies:
-      '@babel/runtime': 7.28.2
+      '@babel/runtime': 7.29.2
 
   hoist-non-react-statics@3.3.2:
     dependencies:
@@ -14635,9 +14658,9 @@ snapshots:
     dependencies:
       safer-buffer: 2.1.2
 
-  icss-utils@5.1.0(postcss@8.5.14):
+  icss-utils@5.1.0(postcss@8.5.26):
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
 
   ieee754@1.2.1: {}
 
@@ -14645,14 +14668,11 @@ snapshots:
 
   ignore@7.0.5: {}
 
-  image-size@0.5.5:
-    optional: true
-
   immediate@3.0.6: {}
 
   immer@11.1.3: {}
 
-  immutable@5.1.5: {}
+  immutable@5.1.9: {}
 
   import-fresh@3.3.1:
     dependencies:
@@ -14871,7 +14891,7 @@ snapshots:
       call-bound: 1.0.4
       get-intrinsic: 1.3.0
 
-  is-what@3.14.1: {}
+  is-what@4.1.16: {}
 
   is-wsl@3.1.1:
     dependencies:
@@ -15429,7 +15449,7 @@ snapshots:
 
   js-tokens@4.0.0: {}
 
-  js-yaml@4.3.0:
+  js-yaml@4.3.1:
     dependencies:
       argparse: 2.0.1
 
@@ -15478,7 +15498,7 @@ snapshots:
       '@types/json-schema': 7.0.15
       '@types/lodash': 4.17.24
       is-glob: 4.0.3
-      js-yaml: 4.3.0
+      js-yaml: 4.3.1
       lodash: 4.18.1
       minimist: 1.2.8
       prettier: 3.8.3
@@ -15533,18 +15553,17 @@ snapshots:
 
   lerc@3.0.0: {}
 
-  less@4.4.0:
+  less@4.9.0:
     dependencies:
-      copy-anything: 2.0.6
+      copy-anything: 3.0.5
       parse-node-version: 1.0.1
-      tslib: 2.8.1
     optionalDependencies:
       errno: 0.1.8
       graceful-fs: 4.2.11
-      image-size: 0.5.5
-      make-dir: 2.1.0
+      make-dir: 5.1.0
       mime: 1.6.0
       needle: 3.2.0
+      probe-image-size: 7.4.0
       source-map: 0.6.1
     transitivePeerDependencies:
       - supports-color
@@ -15710,16 +15729,13 @@ snapshots:
     dependencies:
       '@jridgewell/sourcemap-codec': 1.5.5
 
-  make-dir@2.1.0:
-    dependencies:
-      pify: 4.0.1
-      semver: 5.7.2
-    optional: true
-
   make-dir@3.1.0:
     dependencies:
       semver: 6.3.1
 
+  make-dir@5.1.0:
+    optional: true
+
   make-error@1.3.6: {}
 
   makeerror@1.0.12:
@@ -16123,19 +16139,19 @@ snapshots:
 
   minimatch@10.2.5:
     dependencies:
-      brace-expansion: 5.0.7
+      brace-expansion: 5.0.9
 
   minimatch@3.1.5:
     dependencies:
-      brace-expansion: 1.1.15
+      brace-expansion: 1.1.18
 
   minimatch@5.1.9:
     dependencies:
-      brace-expansion: 2.1.1
+      brace-expansion: 2.1.4
 
   minimatch@9.0.9:
     dependencies:
-      brace-expansion: 2.1.1
+      brace-expansion: 2.1.4
 
   minimist@1.2.8: {}
 
@@ -16184,6 +16200,9 @@ snapshots:
 
   mri@1.2.0: {}
 
+  ms@2.0.0:
+    optional: true
+
   ms@2.1.2: {}
 
   ms@2.1.3: {}
@@ -16234,12 +16253,21 @@ snapshots:
     dependencies:
       big-integer: 1.6.51
 
-  nanoid@3.3.11: {}
+  nanoid@3.3.18: {}
 
   napi-postinstall@0.3.4: {}
 
   natural-compare@1.4.0: {}
 
+  needle@2.9.1:
+    dependencies:
+      debug: 3.2.7
+      iconv-lite: 0.4.24
+      sax: 1.6.0
+    transitivePeerDependencies:
+      - supports-color
+    optional: true
+
   needle@3.2.0:
     dependencies:
       debug: 3.2.7
@@ -16412,7 +16440,7 @@ snapshots:
       find-up: 8.0.0
       fs-extra: 11.3.3
       jiti: 2.6.1
-      js-yaml: 4.3.0
+      js-yaml: 4.3.1
       remeda: 2.34.0
       string-argv: 0.3.2
       tsconfck: 3.1.6(typescript@5.9.3)
@@ -16611,9 +16639,6 @@ snapshots:
 
   picomatch@4.0.4: {}
 
-  pify@4.0.1:
-    optional: true
-
   pirates@4.0.7: {}
 
   pkg-dir@4.2.0:
@@ -16622,37 +16647,37 @@ snapshots:
 
   possible-typed-array-names@1.1.0: {}
 
-  postcss-load-config@3.1.4(postcss@8.5.14)(ts-node@10.9.1(@types/node@16.18.25)(typescript@5.9.3)):
+  postcss-load-config@3.1.4(postcss@8.5.26)(ts-node@10.9.1(@types/node@16.18.25)(typescript@5.9.3)):
     dependencies:
       lilconfig: 2.1.0
       yaml: 1.10.3
     optionalDependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
       ts-node: 10.9.1(@types/node@16.18.25)(typescript@5.9.3)
 
-  postcss-modules-extract-imports@3.0.0(postcss@8.5.14):
+  postcss-modules-extract-imports@3.0.0(postcss@8.5.26):
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
 
-  postcss-modules-local-by-default@4.2.0(postcss@8.5.14):
+  postcss-modules-local-by-default@4.2.0(postcss@8.5.26):
     dependencies:
-      icss-utils: 5.1.0(postcss@8.5.14)
-      postcss: 8.5.14
+      icss-utils: 5.1.0(postcss@8.5.26)
+      postcss: 8.5.26
       postcss-selector-parser: 7.1.1
       postcss-value-parser: 4.2.0
 
-  postcss-modules-scope@3.2.1(postcss@8.5.14):
+  postcss-modules-scope@3.2.1(postcss@8.5.26):
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
       postcss-selector-parser: 7.1.1
 
-  postcss-safe-parser@7.0.1(postcss@8.5.14):
+  postcss-safe-parser@7.0.1(postcss@8.5.26):
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
 
-  postcss-scss@4.0.9(postcss@8.5.14):
+  postcss-scss@4.0.9(postcss@8.5.26):
     dependencies:
-      postcss: 8.5.14
+      postcss: 8.5.26
 
   postcss-selector-parser@7.1.1:
     dependencies:
@@ -16661,9 +16686,9 @@ snapshots:
 
   postcss-value-parser@4.2.0: {}
 
-  postcss@8.5.14:
+  postcss@8.5.26:
     dependencies:
-      nanoid: 3.3.11
+      nanoid: 3.3.18
       picocolors: 1.1.1
       source-map-js: 1.2.1
 
@@ -16714,6 +16739,15 @@ snapshots:
 
   prismjs@1.30.0: {}
 
+  probe-image-size@7.4.0:
+    dependencies:
+      lodash.merge: 4.6.2
+      needle: 2.9.1
+      stream-parser: 0.3.1
+    transitivePeerDependencies:
+      - supports-color
+    optional: true
+
   process-nextick-args@2.0.1: {}
 
   progress@2.0.3: {}
@@ -17616,13 +17650,13 @@ snapshots:
 
   robust-predicates@3.0.2: {}
 
-  rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4):
+  rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4):
     dependencies:
       '@oxc-project/runtime': 0.101.0
       fdir: 6.5.0(picomatch@4.0.4)
       lightningcss: 1.31.1
       picomatch: 4.0.4
-      postcss: 8.5.14
+      postcss: 8.5.26
       rolldown: 1.0.0-beta.53
       tinyglobby: 0.2.15
     optionalDependencies:
@@ -17630,7 +17664,7 @@ snapshots:
       esbuild: 0.28.1
       fsevents: 2.3.3
       jiti: 2.6.1
-      less: 4.4.0
+      less: 4.9.0
       sass: 1.97.3
       stylus: 0.62.0
       terser: 5.46.2
@@ -17705,7 +17739,7 @@ snapshots:
   sass@1.97.3:
     dependencies:
       chokidar: 4.0.3
-      immutable: 5.1.5
+      immutable: 5.1.9
       source-map-js: 1.2.1
     optionalDependencies:
       '@parcel/watcher': 2.5.1
@@ -17735,9 +17769,6 @@ snapshots:
       refa: 0.12.1
       regexp-ast-analysis: 0.7.1
 
-  semver@5.7.2:
-    optional: true
-
   semver@6.3.1: {}
 
   semver@7.8.5: {}
@@ -17924,6 +17955,13 @@ snapshots:
       es-errors: 1.3.0
       internal-slot: 1.1.0
 
+  stream-parser@0.3.1:
+    dependencies:
+      debug: 2.6.9
+    transitivePeerDependencies:
+      - supports-color
+    optional: true
+
   strict-event-emitter@0.2.8:
     dependencies:
       events: 3.3.0
@@ -18045,8 +18083,8 @@ snapshots:
       micromatch: 4.0.8
       normalize-path: 3.0.0
       picocolors: 1.1.1
-      postcss: 8.5.14
-      postcss-safe-parser: 7.0.1(postcss@8.5.14)
+      postcss: 8.5.26
+      postcss-safe-parser: 7.0.1(postcss@8.5.26)
       postcss-selector-parser: 7.1.1
       postcss-value-parser: 4.2.0
       string-width: 8.2.0
@@ -18287,14 +18325,14 @@ snapshots:
       '@types/postcss-modules-local-by-default': 4.0.2
       '@types/postcss-modules-scope': 3.0.4
       dotenv: 16.6.1
-      icss-utils: 5.1.0(postcss@8.5.14)
-      less: 4.4.0
+      icss-utils: 5.1.0(postcss@8.5.26)
+      less: 4.9.0
       lodash.camelcase: 4.3.0
-      postcss: 8.5.14
-      postcss-load-config: 3.1.4(postcss@8.5.14)(ts-node@10.9.1(@types/node@16.18.25)(typescript@5.9.3))
-      postcss-modules-extract-imports: 3.0.0(postcss@8.5.14)
-      postcss-modules-local-by-default: 4.2.0(postcss@8.5.14)
-      postcss-modules-scope: 3.2.1(postcss@8.5.14)
+      postcss: 8.5.26
+      postcss-load-config: 3.1.4(postcss@8.5.26)(ts-node@10.9.1(@types/node@16.18.25)(typescript@5.9.3))
+      postcss-modules-extract-imports: 3.0.0(postcss@8.5.26)
+      postcss-modules-local-by-default: 4.2.0(postcss@8.5.26)
+      postcss-modules-scope: 3.2.1(postcss@8.5.26)
       reserved-words: 0.1.2
       sass: 1.97.3
       source-map-js: 1.2.1
@@ -18519,7 +18557,7 @@ snapshots:
       unist-util-stringify-position: 4.0.0
       vfile-message: 4.0.2
 
-  vite-plugin-checker@0.12.0(eslint@10.2.1(jiti@2.6.1))(meow@13.2.0)(optionator@0.9.4)(oxlint@1.69.0(oxlint-tsgolint@0.23.0))(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(stylelint@17.7.0(typescript@5.9.3))(typescript@5.9.3):
+  vite-plugin-checker@0.12.0(eslint@10.2.1(jiti@2.6.1))(meow@13.2.0)(optionator@0.9.4)(oxlint@1.69.0(oxlint-tsgolint@0.23.0))(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(stylelint@17.7.0(typescript@5.9.3))(typescript@5.9.3):
     dependencies:
       '@babel/code-frame': 7.29.0
       chokidar: 4.0.3
@@ -18528,7 +18566,7 @@ snapshots:
       picomatch: 4.0.4
       tiny-invariant: 1.3.3
       tinyglobby: 0.2.15
-      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
       vscode-uri: 3.1.0
     optionalDependencies:
       eslint: 10.2.1(jiti@2.6.1)
@@ -18538,16 +18576,16 @@ snapshots:
       stylelint: 17.7.0(typescript@5.9.3)
       typescript: 5.9.3
 
-  vite-plugin-compression@0.5.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)):
+  vite-plugin-compression@0.5.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)):
     dependencies:
       chalk: 4.1.2
       debug: 4.3.4
       fs-extra: 10.1.0
-      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
     transitivePeerDependencies:
       - supports-color
 
-  vite-plugin-html@3.2.2(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)):
+  vite-plugin-html@3.2.2(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)):
     dependencies:
       '@rollup/pluginutils': 4.2.1
       colorette: 2.0.20
@@ -18561,23 +18599,23 @@ snapshots:
       html-minifier-terser: 6.1.0
       node-html-parser: 5.4.2
       pathe: 0.2.0
-      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
 
-  vite-plugin-image-optimizer@2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.35.0)(svgo@4.0.2):
+  vite-plugin-image-optimizer@2.0.3(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(sharp@0.35.0)(svgo@4.0.2):
     dependencies:
       ansi-colors: 4.1.3
       pathe: 2.0.3
-      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
     optionalDependencies:
       sharp: 0.35.0
       svgo: 4.0.2
 
-  vite-tsconfig-paths@6.1.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(typescript@5.9.3):
+  vite-tsconfig-paths@6.1.1(rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4))(typescript@5.9.3):
     dependencies:
       debug: 4.3.4
       globrex: 0.1.2
       tsconfck: 3.1.6(typescript@5.9.3)
-      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.4.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
+      vite: rolldown-vite@7.3.1(@types/node@16.18.25)(esbuild@0.28.1)(jiti@2.6.1)(less@4.9.0)(sass@1.97.3)(stylus@0.62.0)(terser@5.46.2)(yaml@2.8.4)
     transitivePeerDependencies:
       - supports-color
       - typescript

frontend/pnpm-workspace.yaml

@@ -13,7 +13,16 @@ overrides:
  '@babel/core@<=7.29.0': '>=7.29.6 <8'
  # via: jest > babel-plugin-istanbul > @istanbuljs/load-nyc-config@1.1.0 (js-yaml ^3.13.1)
  # remove: blocked — 1.1.0 is latest and still depends on js-yaml 3.x
- '@istanbuljs/load-nyc-config>js-yaml': '>=4.2.0 <5'
+ '@istanbuljs/load-nyc-config>js-yaml': '>=4.3.1 <5'
+ # via: babel-plugin-istanbul > test-exclude@6 > minimatch@3.1.5 (^1.1.7); also glob@7
+ # remove: blocked — babel-plugin-istanbul pins test-exclude@6, which pins minimatch@3
+ brace-expansion@<1.1.18: '>=1.1.18 <2'
+ # via: jest > glob@10 > minimatch@9.0.9 (^2.0.1); also minimatch@5.1.9 (^2.0.1)
+ # remove: blocked — jest 30 resolves glob@10 > minimatch@9 internally
+ 'brace-expansion@>=2.0.0 <2.1.4': '>=2.1.4 <3'
+ # via: eslint-plugin-sonarjs@4.0.2 (minimatch ^10.2.4) > minimatch@10.2.5 (^5.0.5)
+ # remove: blocked — minimatch@10.2.6 (latest) only widens to ^5.0.8, still vulnerable
+ 'brace-expansion@>=5.0.0 <5.0.9': '>=5.0.9 <6'
  # via: msw@1.3.2 (devDep) > cookie ^0.4.2
  # remove: upgrade msw to >=2 (ships cookie ^1). Do NOT open the cap: cookie >=1 is
  # ESM-only and breaks msw under jest's CJS sandbox (kills every test suite)
@@ -27,13 +36,26 @@ overrides:
  # remove: blocked on rolldown-vite (7.3.1 is latest, still ^0.27.0);
  #         orval >=8.20.0 and ts-jest >=29.4.11 already fixed on their side
  esbuild@>=0.27.3 <0.28.1: '>=0.28.1 <0.29.0'
+ # via: @commitlint/cli > @commitlint/config-validator > ajv@8 (fast-uri ^3.0.1)
+ # remove: blocked — ajv@8 caps fast-uri at ^3, and only 3.1.5 carries the fix
+ fast-uri@<3.1.5: '>=3.1.5 <4'
+ # via: direct devDep sass@1.97.3 (immutable ^5.0.2)
+ # remove: blocked — plain sass bumps stay within ^5, so the floor is what pulls 5.1.8
+ immutable@<5.1.8: '>=5.1.8 <6'
  # via: react-use@17.5.1 (direct, js-cookie ^2.2.1); @grafana/data > react-use@17.6.0
  # remove: bump react-use to >=17.6.1 (js-cookie ^3); @grafana/data side blocked
  js-cookie@<=3.0.5: '>=3.0.7 <4'
  # via: @orval/core@8.9.1 (devDep, js-yaml 4.1.1 EXACT pin — not deletable);
  #      json-schema-to-typescript@15 > @apidevtools/json-schema-ref-parser (^4.1.0)
  # remove: upgrade orval to >=8.20.0 (drops js-yaml dependency entirely)
- js-yaml@>=4.0.0 <=4.1.1: '>=4.2.0 <5'
+ 'js-yaml@>=4.0.0 <4.3.1': '>=4.3.1 <5'
+ # via: typescript-plugin-css-modules@5.2.0 (less ^4.2.0) > less@4.4.0 (image-size ~0.5.0)
+ # remove: bump typescript-plugin-css-modules once it floors less itself; image-size has
+ #         no patched release at all, so dropping the dep is the only fix — less@4.5.0 did
+ less@<4.5.0: '>=4.5.0 <5'
+ # via: direct dep postcss (nanoid ^3.3.17)
+ # remove: blocked — postcss 8.5.26 (latest) caps nanoid at ^3, fix landed in 3.3.18
+ nanoid@<3.3.18: '>=3.3.18 <4'
  # via: react-syntax-highlighter@15.5.0 (prismjs ^1.27.0 + refractor@3 ~1.27.0 tilde-pinned)
  # remove: bump react-syntax-highlighter to >=16.1.1 (prismjs ^1.30.0, refractor@5)
  prismjs@<1.30.0: '>=1.30.0 <2'

frontend/src/api/generated/services/ai-observability/index.ts

@@ -0,0 +1,236 @@
+/**
+ * ! Do not edit manually
+ * * The file has been auto-generated using Orval for SigNoz
+ * * regenerate with 'pnpm generate:api'
+ * SigNoz
+ */
+import { useQuery } from 'react-query';
+import type {
+	InvalidateOptions,
+	QueryClient,
+	QueryFunction,
+	QueryKey,
+	UseQueryOptions,
+	UseQueryResult,
+} from 'react-query';
+
+import type {
+	GetAIObservabilityFieldsKeys200,
+	GetAIObservabilityFieldsKeysParams,
+	GetAIObservabilityFieldsValues200,
+	GetAIObservabilityFieldsValuesParams,
+	RenderErrorResponseDTO,
+} from '../sigNoz.schemas';
+
+import { GeneratedAPIInstance } from '../../../generatedAPIInstance';
+import type { ErrorType } from '../../../generatedAPIInstance';
+
+/**
+ * This endpoint returns the field keys the AI observability explorer can filter on, including the computed per-trace aggregates
+ * @summary Get AI observability field keys
+ */
+export const getAIObservabilityFieldsKeys = (
+	params?: GetAIObservabilityFieldsKeysParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetAIObservabilityFieldsKeys200>({
+		url: `/api/v1/ai_observability/fields/keys`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetAIObservabilityFieldsKeysQueryKey = (
+	params?: GetAIObservabilityFieldsKeysParams,
+) => {
+	return [
+		`/api/v1/ai_observability/fields/keys`,
+		...(params ? [params] : []),
+	] as const;
+};
+
+export const getGetAIObservabilityFieldsKeysQueryOptions = <
+	TData = Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params?: GetAIObservabilityFieldsKeysParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetAIObservabilityFieldsKeysQueryKey(params);
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>
+	> = ({ signal }) => getAIObservabilityFieldsKeys(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetAIObservabilityFieldsKeysQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>
+>;
+export type GetAIObservabilityFieldsKeysQueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get AI observability field keys
+ */
+
+export function useGetAIObservabilityFieldsKeys<
+	TData = Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params?: GetAIObservabilityFieldsKeysParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getAIObservabilityFieldsKeys>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetAIObservabilityFieldsKeysQueryOptions(
+		params,
+		options,
+	);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get AI observability field keys
+ */
+export const invalidateGetAIObservabilityFieldsKeys = async (
+	queryClient: QueryClient,
+	params?: GetAIObservabilityFieldsKeysParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetAIObservabilityFieldsKeysQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * This endpoint returns the values the AI observability explorer can filter a field key on
+ * @summary Get AI observability field values
+ */
+export const getAIObservabilityFieldsValues = (
+	params?: GetAIObservabilityFieldsValuesParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetAIObservabilityFieldsValues200>({
+		url: `/api/v1/ai_observability/fields/values`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetAIObservabilityFieldsValuesQueryKey = (
+	params?: GetAIObservabilityFieldsValuesParams,
+) => {
+	return [
+		`/api/v1/ai_observability/fields/values`,
+		...(params ? [params] : []),
+	] as const;
+};
+
+export const getGetAIObservabilityFieldsValuesQueryOptions = <
+	TData = Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params?: GetAIObservabilityFieldsValuesParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey =
+		queryOptions?.queryKey ?? getGetAIObservabilityFieldsValuesQueryKey(params);
+
+	const queryFn: QueryFunction<
+		Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>
+	> = ({ signal }) => getAIObservabilityFieldsValues(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetAIObservabilityFieldsValuesQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>
+>;
+export type GetAIObservabilityFieldsValuesQueryError =
+	ErrorType<RenderErrorResponseDTO>;
+
+/**
+ * @summary Get AI observability field values
+ */
+
+export function useGetAIObservabilityFieldsValues<
+	TData = Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>,
+	TError = ErrorType<RenderErrorResponseDTO>,
+>(
+	params?: GetAIObservabilityFieldsValuesParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getAIObservabilityFieldsValues>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetAIObservabilityFieldsValuesQueryOptions(
+		params,
+		options,
+	);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	return { ...query, queryKey: queryOptions.queryKey };
+}
+
+/**
+ * @summary Get AI observability field values
+ */
+export const invalidateGetAIObservabilityFieldsValues = async (
+	queryClient: QueryClient,
+	params?: GetAIObservabilityFieldsValuesParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetAIObservabilityFieldsValuesQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};

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

@@ -3490,7 +3490,9 @@ export enum TelemetrytypesFieldContextDTO {
 	metric = 'metric',
 	log = 'log',
 	span = 'span',
+	trace = 'trace',
 	resource = 'resource',
+	scope = 'scope',
 	attribute = 'attribute',
 	body = 'body',
 	'' = '',
@@ -10175,6 +10177,93 @@ export interface ZeustypesPostableProfileDTO {
 	where_did_you_discover_signoz: string;
 }
 
+export type GetAIObservabilityFieldsKeysParams = {
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	searchText?: string;
+	/**
+	 * @description undefined
+	 */
+	fieldContext?: TelemetrytypesFieldContextDTO;
+	/**
+	 * @description undefined
+	 */
+	fieldDataType?: TelemetrytypesFieldDataTypeDTO;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	startUnixMilli?: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	endUnixMilli?: number;
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	limit?: number;
+};
+
+export type GetAIObservabilityFieldsKeys200 = {
+	data: TelemetrytypesGettableFieldKeysDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
+export type GetAIObservabilityFieldsValuesParams = {
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	searchText?: string;
+	/**
+	 * @description undefined
+	 */
+	fieldContext?: TelemetrytypesFieldContextDTO;
+	/**
+	 * @description undefined
+	 */
+	fieldDataType?: TelemetrytypesFieldDataTypeDTO;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	startUnixMilli?: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	endUnixMilli?: number;
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	limit?: number;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	name?: string;
+};
+
+export type GetAIObservabilityFieldsValues200 = {
+	data: TelemetrytypesGettableFieldValuesDTO;
+	/**
+	 * @type string
+	 */
+	status: string;
+};
+
 export type GetAlerts200 = {
 	/**
 	 * @type array

frontend/src/components/ChangelogModal/__test__/ChangelogRenderer.test.tsx

@@ -8,12 +8,19 @@ import {
 
 import ChangelogRenderer from '../components/ChangelogRenderer';
 
-// Mock react-markdown to just render children as plain text
+// Mock react-markdown to render children as plain text and a sample
+// anchor through the `components.a` override
 jest.mock(
 	'react-markdown',
 	() =>
-		function ReactMarkdown({ children }: any) {
-			return <div>{children}</div>;
+		function ReactMarkdown({ children, components }: any) {
+			const Anchor = components?.a;
+			return (
+				<div>
+					{children}
+					{Anchor && <Anchor href="https://signoz.io/docs">docs</Anchor>}
+				</div>
+			);
 		},
 );
 
@@ -62,4 +69,14 @@ describe('ChangelogRenderer', () => {
 		expect(screen.getByAltText('Media')).toBeInTheDocument();
 		expect(screen.getByText('Description for feature 1')).toBeInTheDocument();
 	});
+
+	it('renders markdown links that open in a new tab', () => {
+		render(<ChangelogRenderer changelog={mockChangelog} />);
+		const links = screen.getAllByRole('link', { name: 'docs' });
+		expect(links.length).toBeGreaterThan(0);
+		links.forEach((link) => {
+			expect(link).toHaveAttribute('target', '_blank');
+			expect(link).toHaveAttribute('rel', 'noopener noreferrer');
+		});
+	});
 });

frontend/src/components/ChangelogModal/components/ChangelogRenderer.tsx

@@ -13,6 +13,19 @@ interface Props {
 	changelog: ChangelogSchema;
 }
 
+interface LinkProps {
+	href?: string;
+	children?: React.ReactNode;
+}
+
+function Link({ href, children }: LinkProps): JSX.Element {
+	return (
+		<a href={href} target="_blank" rel="noopener noreferrer">
+			{children}
+		</a>
+	);
+}
+
 function renderMedia(media: Media): JSX.Element | null {
 	if (SupportedImageTypes.includes(media.ext)) {
 		return (
@@ -62,7 +75,9 @@ function ChangelogRenderer({ changelog }: Props): JSX.Element {
 							<div key={feature.id}>
 								<div className="changelog-renderer-section-title">{feature.title}</div>
 								{feature.media && renderMedia(feature.media)}
-								<ReactMarkdown>{feature.description}</ReactMarkdown>
+								<ReactMarkdown components={{ a: Link }}>
+									{feature.description}
+								</ReactMarkdown>
 							</div>
 						))}
 					</div>
@@ -71,7 +86,9 @@ function ChangelogRenderer({ changelog }: Props): JSX.Element {
 					<div className="changelog-renderer-bug-fixes">
 						<div className="changelog-renderer-section-title">Bug Fixes</div>
 						{changelog.bug_fixes && (
-							<ReactMarkdown>{changelog.bug_fixes}</ReactMarkdown>
+							<ReactMarkdown components={{ a: Link }}>
+								{changelog.bug_fixes}
+							</ReactMarkdown>
 						)}
 					</div>
 				)}
@@ -79,7 +96,9 @@ function ChangelogRenderer({ changelog }: Props): JSX.Element {
 					<div className="changelog-renderer-maintenance">
 						<div className="changelog-renderer-section-title">Maintenance</div>
 						{changelog.maintenance && (
-							<ReactMarkdown>{changelog.maintenance}</ReactMarkdown>
+							<ReactMarkdown components={{ a: Link }}>
+								{changelog.maintenance}
+							</ReactMarkdown>
 						)}
 					</div>
 				)}

frontend/src/components/LogDetail/LogDetails.styles.scss

@@ -41,8 +41,7 @@
 	.ant-drawer-body {
 		display: flex;
 		flex-direction: column;
-		padding: 16px;
-		padding-bottom: 0;
+		padding: 0 16px;
 	}
 
 	.title {
@@ -79,6 +78,7 @@
 		align-items: center;
 		gap: 4px;
 		position: relative;
+		margin-top: 16px;
 
 		.log-body {
 			font-family: 'SF Mono';
@@ -123,6 +123,19 @@
 		}
 	}
 
+	.log-detail-drawer__section-divider {
+		height: 8px;
+		margin: 12px 0;
+		background-image:
+			radial-gradient(circle, var(--l3-border) 1px, transparent 1px),
+			radial-gradient(circle, var(--l3-border) 1px, transparent 1px);
+		background-size: 6px 2px;
+		background-position:
+			left top,
+			left bottom;
+		background-repeat: repeat-x;
+	}
+
 	.tabs-and-search {
 		display: flex;
 		justify-content: space-between;

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

@@ -11,10 +11,16 @@ jest.mock('@signozhq/ui/sonner', () => ({
 	toast: { success: jest.fn(), error: jest.fn() },
 }));
 
-// The flag to be removed later
-jest.mock('../constants', () => ({
-	...jest.requireActual('../constants'),
-	isLogDetailsV2: true,
+// DataViewer pulls in react-json-tree (ESM) + Monaco; mock it (as trace's tests
+// do). These drawer tests assert the header/highlights, not the Overview body.
+jest.mock('periscope/components/DataViewer', () => ({
+	__esModule: true,
+	DataViewer: (): JSX.Element => <div data-testid="overview-data-viewer" />,
+}));
+
+// Force v2 for these tests regardless of route.
+jest.mock('../useIsLogDetailsV2', () => ({
+	useIsLogDetailsV2: (): boolean => true,
 }));
 
 const mockLog: ILog = {
@@ -66,6 +72,12 @@ describe('LogDetail drawer — header (isLogDetailsV2)', () => {
 		expect(screen.getByTestId('log-details-header-next')).toBeInTheDocument();
 	});
 
+	it('renders the DataViewer in the Overview tab', () => {
+		renderDrawer();
+
+		expect(screen.getByTestId('overview-data-viewer')).toBeInTheDocument();
+	});
+
 	it('shows the log timestamp formatted (DASH_DATETIME) in the header', () => {
 		// Pin the timezone to UTC so the formatted output is deterministic across
 		// machines/CI (Jest doesn't fix a TZ).

frontend/src/components/LogDetail/constants.ts

@@ -1,10 +1,3 @@
-import getLocalStorage from 'api/browser/localstorage/get';
-import { LOCALSTORAGE } from 'constants/localStorage';
-
-// Temp feature flag before actual roll-out
-export const isLogDetailsV2 =
-	getLocalStorage(LOCALSTORAGE.LOG_DETAILS_V2) === 'true';
-
 export const VIEW_TYPES = {
 	OVERVIEW: 'OVERVIEW',
 	JSON: 'JSON',

frontend/src/components/LogDetail/index.tsx

@@ -51,11 +51,12 @@ import { ILogBody } from 'types/api/logs/log';
 import { Query, TagFilter } from 'types/api/queryBuilder/queryBuilderData';
 import { DataSource, StringOperators } from 'types/common/queryBuilder';
 
-import { isLogDetailsV2, RESOURCE_KEYS, VIEW_TYPES, VIEWS } from './constants';
+import { RESOURCE_KEYS, VIEW_TYPES, VIEWS } from './constants';
 import { LogDetailInnerProps, LogDetailProps } from './LogDetail.interfaces';
 import LogDetailsHeader from './LogDetailsHeader/LogDetailsHeader';
 import { useLogNavigation } from './LogDetailsHeader/useLogNavigation';
 import LogHighlights from './LogHighlights/LogHighlights';
+import { useIsLogDetailsV2 } from './useIsLogDetailsV2';
 
 import './LogDetails.styles.scss';
 
@@ -92,6 +93,8 @@ function LogDetailInner({
 	const [isEdit, setIsEdit] = useState<boolean>(false);
 	const { stagedQuery } = useQueryBuilder();
 
+	const isLogDetailsV2 = useIsLogDetailsV2();
+
 	// Handle clicks outside to close drawer, except on explicitly ignored regions
 	useEffect(() => {
 		const handleClickOutside = (e: MouseEvent): void => {
@@ -100,6 +103,7 @@ function LogDetailInner({
 			// Don't close if clicking on drawer content, overlays, or portal elements
 			if (
 				target.closest('[data-log-detail-ignore="true"]') ||
+				target.closest('.log-detail-drawer') ||
 				target.closest('.cm-tooltip-autocomplete') ||
 				target.closest('.drawer-popover') ||
 				target.closest('.query-status-popover') ||
@@ -402,6 +406,8 @@ function LogDetailInner({
 
 				{isLogDetailsV2 && <LogHighlights log={log} />}
 
+				{isLogDetailsV2 && <div className="log-detail-drawer__section-divider" />}
+
 				<div className="tabs-and-search">
 					<ToggleGroupSimple
 						type="single"
@@ -418,15 +424,21 @@ function LogDetailInner({
 									</div>
 								),
 							},
-							{
-								value: VIEW_TYPES.JSON,
-								label: (
-									<div className="view-title">
-										<Braces size={14} />
-										JSON
-									</div>
-								),
-							},
+							// V2's DataViewer has its own Pretty/JSON toggle, so the separate
+							// JSON tab is redundant.
+							...(isLogDetailsV2
+								? []
+								: [
+										{
+											value: VIEW_TYPES.JSON,
+											label: (
+												<div className="view-title">
+													<Braces size={14} />
+													JSON
+												</div>
+											),
+										},
+									]),
 							{
 								value: VIEW_TYPES.CONTEXT,
 								label: (
@@ -509,7 +521,7 @@ function LogDetailInner({
 						handleChangeSelectedView={handleChangeSelectedView}
 					/>
 				)}
-				{selectedView === VIEW_TYPES.JSON && (
+				{!isLogDetailsV2 && selectedView === VIEW_TYPES.JSON && (
 					<JsonView data={LogJsonData} height="68vh" />
 				)}
 

frontend/src/components/LogDetail/useIsLogDetailsV2.ts

@@ -0,0 +1,9 @@
+import ROUTES from 'constants/routes';
+import { useLocation } from 'react-router-dom';
+
+// v2 is rolled out only on the logs explorer route for now; every other surface
+// (dashboards, infra monitoring, etc.) keeps the v1 log details view.
+export function useIsLogDetailsV2(): boolean {
+	const { pathname } = useLocation();
+	return pathname === ROUTES.LOGS_EXPLORER;
+}

frontend/src/components/QueryBuilderV2/QueryV2/__tests__/RecentSearches.test.tsx

@@ -107,14 +107,38 @@ async function renderAndFocus(
 	return editor;
 }
 
-function openRecents(): Promise<void> {
+// Re-requests completions while waiting: typing and the async fetches can close the popup.
+function waitForRecents(
+	assertLabels: (labels: string[]) => void,
+): Promise<void> {
 	return waitFor(
 		() => {
 			const view = getEditorView();
 			if (view && !isCompletionOpen()) {
 				startCompletion(view);
 			}
-			expect(getRecentLabels().length).toBeGreaterThan(0);
+			assertLabels(getRecentLabels());
+		},
+		{ timeout: 3000 },
+	);
+}
+
+function openRecents(): Promise<void> {
+	return waitForRecents((labels) => expect(labels.length).toBeGreaterThan(0));
+}
+
+function waitForPopupElement(
+	find: () => HTMLElement | null | undefined,
+): Promise<HTMLElement> {
+	return waitFor(
+		() => {
+			const view = getEditorView();
+			if (view && !isCompletionOpen()) {
+				startCompletion(view);
+			}
+			const node = find();
+			expect(node).toBeTruthy();
+			return node as HTMLElement;
 		},
 		{ timeout: 3000 },
 	);
@@ -132,11 +156,8 @@ describe('QuerySearch recent searches', () => {
 		await renderAndFocus();
 		await openRecents();
 
-		await waitFor(
-			() => {
-				expect(getRecentLabels()).toStrictEqual([FRONTEND_FILTER]);
-			},
-			{ timeout: 3000 },
+		await waitForRecents((labels) =>
+			expect(labels).toStrictEqual([FRONTEND_FILTER]),
 		);
 
 		const view = getEditorView() as EditorView;
@@ -152,11 +173,8 @@ describe('QuerySearch recent searches', () => {
 		await openRecents();
 		await userEvent.type(editor, 'status_code');
 
-		await waitFor(
-			() => {
-				expect(getRecentLabels()).toStrictEqual([STATUS_CODE_FILTER]);
-			},
-			{ timeout: 3000 },
+		await waitForRecents((labels) =>
+			expect(labels).toStrictEqual([STATUS_CODE_FILTER]),
 		);
 	});
 
@@ -170,11 +188,8 @@ describe('QuerySearch recent searches', () => {
 		await renderAndFocus();
 		await openRecents();
 
-		await waitFor(
-			() => {
-				expect(getRecentLabels()).toStrictEqual([FRONTEND_FILTER]);
-			},
-			{ timeout: 3000 },
+		await waitForRecents((labels) =>
+			expect(labels).toStrictEqual([FRONTEND_FILTER]),
 		);
 	});
 
@@ -187,11 +202,8 @@ describe('QuerySearch recent searches', () => {
 		await openRecents();
 		await userEvent.type(editor, FRONTEND_FILTER);
 
-		await waitFor(
-			() => {
-				expect(getRecentLabels()).toStrictEqual([supersetFilter]);
-			},
-			{ timeout: 3000 },
+		await waitForRecents((labels) =>
+			expect(labels).toStrictEqual([supersetFilter]),
 		);
 	});
 
@@ -206,11 +218,8 @@ describe('QuerySearch recent searches', () => {
 		await renderAndFocus();
 		await openRecents();
 
-		await waitFor(
-			() => {
-				expect(getRecentLabels()).toStrictEqual(expectedLabels);
-			},
-			{ timeout: 3000 },
+		await waitForRecents((labels) =>
+			expect(labels).toStrictEqual(expectedLabels),
 		);
 	});
 
@@ -221,17 +230,13 @@ describe('QuerySearch recent searches', () => {
 		await renderAndFocus(onChange);
 		await openRecents();
 
-		const option = await waitFor(
-			() => {
-				const node = Array.from(
-					document.querySelectorAll<HTMLElement>(COMPLETION_LABEL_SELECTOR),
-				).find((element) => element.textContent === FRONTEND_FILTER);
-				expect(node).toBeDefined();
-				return node as HTMLElement;
-			},
-			{ timeout: 3000 },
+		const option = await waitForPopupElement(() =>
+			Array.from(
+				document.querySelectorAll<HTMLElement>(COMPLETION_LABEL_SELECTOR),
+			).find((element) => element.textContent === FRONTEND_FILTER),
 		);
-		await userEvent.click(option);
+		// fireEvent: userEvent's pointerdown blurs the editor, closing the popup before CM's mousedown apply.
+		fireEvent.mouseDown(option);
 
 		await waitFor(
 			() => {
@@ -256,13 +261,8 @@ describe('QuerySearch recent searches', () => {
 		await renderAndFocus();
 		await openRecents();
 
-		const deleteButton = await waitFor(
-			() => {
-				const button = document.querySelector(DELETE_BUTTON_SELECTOR);
-				expect(button).toBeInTheDocument();
-				return button as HTMLElement;
-			},
-			{ timeout: 3000 },
+		const deleteButton = await waitForPopupElement(() =>
+			document.querySelector<HTMLElement>(DELETE_BUTTON_SELECTOR),
 		);
 
 		// fireEvent: the button preventDefaults pointerdown, which makes userEvent.click drop the mouse chain.

frontend/src/components/ServiceAccountDrawer/__tests__/ServiceAccountDrawer.authz.test.tsx

@@ -1,4 +1,7 @@
-import { listRolesSuccessResponse } from 'mocks-server/__mockdata__/roles';
+import {
+	listRolesSuccessResponse,
+	managedRoles,
+} from 'mocks-server/__mockdata__/roles';
 import { rest, server } from 'mocks-server/server';
 import { NuqsTestingAdapter } from 'nuqs/adapters/testing';
 import { fireEvent, render, screen, waitFor } from 'tests/test-utils';
@@ -18,17 +21,24 @@ const ROLES_ENDPOINT = '*/api/v1/roles';
 const SA_KEYS_ENDPOINT = '*/api/v1/service_accounts/:id/keys';
 const SA_ENDPOINT = '*/api/v1/service_accounts/sa-1';
 const SA_DELETE_ENDPOINT = '*/api/v1/service_accounts/sa-1';
-const SA_ROLES_ENDPOINT = '*/api/v1/service_accounts/:id/roles';
-const SA_ROLE_DELETE_ENDPOINT = '*/api/v1/service_accounts/:id/roles/:rid';
+const SA_ROLES_ENDPOINT = '*/api/v1/service_account_roles';
+const SA_ROLE_DELETE_ENDPOINT = '*/api/v1/service_account_roles/:id';
 
 const activeAccountResponse = {
 	id: 'sa-1',
 	name: 'CI Bot',
 	email: 'ci-bot@signoz.io',
-	roles: ['signoz-admin'],
 	status: 'ACTIVE',
 	createdAt: '2026-01-01T00:00:00Z',
 	updatedAt: '2026-01-02T00:00:00Z',
+	serviceAccountRoles: [
+		{
+			id: 'sar-admin-1',
+			serviceAccountId: 'sa-1',
+			roleId: managedRoles[0].id,
+			role: { ...managedRoles[0], transactionGroups: [] },
+		},
+	],
 };
 
 function renderDrawer(
@@ -58,22 +68,13 @@ function setupBaseHandlers(): void {
 		rest.delete(SA_DELETE_ENDPOINT, (_, res, ctx) =>
 			res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
 		),
-		rest.get(SA_ROLES_ENDPOINT, (_, res, ctx) =>
+		rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) =>
 			res(
-				ctx.status(200),
-				ctx.json({
-					data: listRolesSuccessResponse.data.filter(
-						(r) => r.name === 'signoz-admin',
-					),
-				}),
+				ctx.status(201),
+				ctx.json({ status: 'success', data: { id: 'sar-new' } }),
 			),
 		),
-		rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) =>
-			res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
-		),
-		rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) =>
-			res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
-		),
+		rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) => res(ctx.status(204))),
 	);
 }
 

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

@@ -1,4 +1,7 @@
-import { listRolesSuccessResponse } from 'mocks-server/__mockdata__/roles';
+import {
+	listRolesSuccessResponse,
+	managedRoles,
+} from 'mocks-server/__mockdata__/roles';
 import { rest, server } from 'mocks-server/server';
 import { NuqsTestingAdapter } from 'nuqs/adapters/testing';
 import { render, screen, userEvent, waitFor } from 'tests/test-utils';
@@ -10,23 +13,33 @@ const ROLES_ENDPOINT = '*/api/v1/roles';
 const SA_KEYS_ENDPOINT = '*/api/v1/service_accounts/:id/keys';
 const SA_ENDPOINT = '*/api/v1/service_accounts/sa-1';
 const SA_DELETE_ENDPOINT = '*/api/v1/service_accounts/sa-1';
-const SA_ROLES_ENDPOINT = '*/api/v1/service_accounts/:id/roles';
-const SA_ROLE_DELETE_ENDPOINT = '*/api/v1/service_accounts/:id/roles/:rid';
+const SA_ROLES_ENDPOINT = '*/api/v1/service_account_roles';
+const SA_ROLE_DELETE_ENDPOINT = '*/api/v1/service_account_roles/:id';
+
+const ADMIN_ASSIGNMENT_ID = 'sar-admin-1';
 
 const activeAccountResponse = {
 	id: 'sa-1',
 	name: 'CI Bot',
 	email: 'ci-bot@signoz.io',
-	roles: ['signoz-admin'],
 	status: 'ACTIVE',
 	createdAt: '2026-01-01T00:00:00Z',
 	updatedAt: '2026-01-02T00:00:00Z',
+	serviceAccountRoles: [
+		{
+			id: ADMIN_ASSIGNMENT_ID,
+			serviceAccountId: 'sa-1',
+			roleId: managedRoles[0].id,
+			role: { ...managedRoles[0], transactionGroups: [] },
+		},
+	],
 };
 
 const deletedAccountResponse = {
 	...activeAccountResponse,
 	id: 'sa-2',
 	status: 'DELETED',
+	serviceAccountRoles: [],
 };
 
 function renderDrawer(
@@ -58,22 +71,13 @@ describe('ServiceAccountDrawer', () => {
 			rest.delete(SA_DELETE_ENDPOINT, (_, res, ctx) =>
 				res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
 			),
-			rest.get(SA_ROLES_ENDPOINT, (_, res, ctx) =>
+			rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) =>
 				res(
-					ctx.status(200),
-					ctx.json({
-						data: listRolesSuccessResponse.data.filter(
-							(r) => r.name === 'signoz-admin',
-						),
-					}),
+					ctx.status(201),
+					ctx.json({ status: 'success', data: { id: 'sar-new' } }),
 				),
 			),
-			rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) =>
-				res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
-			),
-			rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) =>
-				res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
-			),
+			rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) => res(ctx.status(204))),
 			setupAuthzAdmin(),
 		);
 	});
@@ -136,11 +140,14 @@ describe('ServiceAccountDrawer', () => {
 		server.use(
 			rest.post(SA_ROLES_ENDPOINT, async (req, res, ctx) => {
 				roleSpy(await req.json());
-				return res(ctx.status(200), ctx.json({ status: 'success', data: {} }));
+				return res(
+					ctx.status(201),
+					ctx.json({ status: 'success', data: { id: 'sar-new' } }),
+				);
 			}),
 			rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) => {
 				deleteSpy();
-				return res(ctx.status(200), ctx.json({ status: 'success', data: {} }));
+				return res(ctx.status(204));
 			}),
 		);
 
@@ -159,7 +166,8 @@ describe('ServiceAccountDrawer', () => {
 		await waitFor(() => {
 			expect(roleSpy).toHaveBeenCalledWith(
 				expect.objectContaining({
-					id: '019c24aa-2248-7585-a129-4188b3473c27',
+					serviceAccountId: 'sa-1',
+					roleId: '019c24aa-2248-7585-a129-4188b3473c27',
 				}),
 			);
 			expect(deleteSpy).not.toHaveBeenCalled();
@@ -174,11 +182,14 @@ describe('ServiceAccountDrawer', () => {
 		server.use(
 			rest.post(SA_ROLES_ENDPOINT, async (req, res, ctx) => {
 				roleSpy(await req.json());
-				return res(ctx.status(200), ctx.json({ status: 'success', data: {} }));
+				return res(
+					ctx.status(201),
+					ctx.json({ status: 'success', data: { id: 'sar-new' } }),
+				);
 			}),
-			rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) => {
-				deleteSpy();
-				return res(ctx.status(200), ctx.json({ status: 'success', data: {} }));
+			rest.delete(SA_ROLE_DELETE_ENDPOINT, (req, res, ctx) => {
+				deleteSpy(req.params.id);
+				return res(ctx.status(204));
 			}),
 		);
 
@@ -198,7 +209,7 @@ describe('ServiceAccountDrawer', () => {
 		await user.click(saveBtn);
 
 		await waitFor(() => {
-			expect(deleteSpy).toHaveBeenCalled();
+			expect(deleteSpy).toHaveBeenCalledWith(ADMIN_ASSIGNMENT_ID);
 			expect(roleSpy).not.toHaveBeenCalled();
 		});
 	});
@@ -246,9 +257,6 @@ describe('ServiceAccountDrawer', () => {
 			rest.get('*/api/v1/service_accounts/sa-2/keys', (_, res, ctx) =>
 				res(ctx.status(200), ctx.json({ data: [] })),
 			),
-			rest.get('*/api/v1/service_accounts/sa-2/roles', (_, res, ctx) =>
-				res(ctx.status(200), ctx.json({ data: [] })),
-			),
 		);
 
 		renderDrawer({ account: 'sa-2' });
@@ -312,22 +320,13 @@ describe('ServiceAccountDrawer – save-error UX', () => {
 			rest.delete(SA_DELETE_ENDPOINT, (_, res, ctx) =>
 				res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
 			),
-			rest.get(SA_ROLES_ENDPOINT, (_, res, ctx) =>
+			rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) =>
 				res(
-					ctx.status(200),
-					ctx.json({
-						data: listRolesSuccessResponse.data.filter(
-							(r) => r.name === 'signoz-admin',
-						),
-					}),
+					ctx.status(201),
+					ctx.json({ status: 'success', data: { id: 'sar-new' } }),
 				),
 			),
-			rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) =>
-				res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
-			),
-			rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) =>
-				res(ctx.status(200), ctx.json({ status: 'success', data: {} })),
-			),
+			rest.delete(SA_ROLE_DELETE_ENDPOINT, (_, res, ctx) => res(ctx.status(204))),
 			setupAuthzAdmin(),
 		);
 	});
@@ -410,14 +409,17 @@ describe('ServiceAccountDrawer – save-error UX', () => {
 		const user = userEvent.setup({ pointerEventsCheck: 0 });
 		let roleAddCallCount = 0;
 
-		// First call → 429, second call → 200
+		// First call → 429, second call → 201
 		server.use(
 			rest.post(SA_ROLES_ENDPOINT, (_, res, ctx) => {
 				roleAddCallCount += 1;
 				if (roleAddCallCount === 1) {
 					return res(ctx.status(429), ctx.json({ message: 'Too Many Requests' }));
 				}
-				return res(ctx.status(200), ctx.json({ status: 'success', data: {} }));
+				return res(
+					ctx.status(201),
+					ctx.json({ status: 'success', data: { id: 'sar-new' } }),
+				);
 			}),
 		);
 

frontend/src/constants/localStorage.ts

@@ -13,7 +13,6 @@ export enum LOCALSTORAGE {
 	TRACES_LIST_COLUMNS = 'TRACES_LIST_COLUMNS',
 	LOGS_LIST_COLUMNS = 'LOGS_LIST_COLUMNS',
 	LOGS_LIST_COLUMN_SIZING = 'LOGS_LIST_COLUMN_SIZING',
-	LOG_DETAILS_V2 = 'LOG_DETAILS_V2',
 	LOGGED_IN_USER_NAME = 'LOGGED_IN_USER_NAME',
 	LOGGED_IN_USER_EMAIL = 'LOGGED_IN_USER_EMAIL',
 	CHAT_SUPPORT = 'CHAT_SUPPORT',

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

@@ -9,6 +9,8 @@ const fieldContextToSuggestionMap: Record<
 	[TelemetrytypesFieldContextDTO.span]: 'span',
 	[TelemetrytypesFieldContextDTO.attribute]: 'attribute',
 	// no maps for the following values on suggestion context
+	[TelemetrytypesFieldContextDTO.trace]: undefined,
+	[TelemetrytypesFieldContextDTO.scope]: undefined,
 	[TelemetrytypesFieldContextDTO.body]: undefined,
 	[TelemetrytypesFieldContextDTO.metric]: undefined,
 	[TelemetrytypesFieldContextDTO.log]: undefined,

frontend/src/container/GridCardLayout/__tests__/useResolveQuery.test.tsx

@@ -0,0 +1,91 @@
+import { renderHook } from '@testing-library/react';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import MockQueryClientProvider from 'providers/test/MockQueryClientProvider';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import useUpdatedQuery from '../useResolveQuery';
+
+const mockGetSubstituteVars = jest.fn();
+const mockDynamicVariables: unknown[] = [];
+
+jest.mock('api/dashboard/substitute_vars', () => ({
+	getSubstituteVars: (...args: unknown[]): unknown =>
+		mockGetSubstituteVars(...args),
+}));
+
+jest.mock('api/v5/v5', () => ({
+	prepareQueryRangePayloadV5: (): { queryPayload: unknown } => ({
+		queryPayload: { start: 0, end: 1 },
+	}),
+}));
+
+jest.mock(
+	'lib/newQueryBuilder/queryBuilderMappers/mapQueryDataFromApi',
+	() => ({
+		mapQueryDataFromApi: (): Query => ({ resolved: true }) as unknown as Query,
+	}),
+);
+
+jest.mock('hooks/dashboard/useDashboardVariablesByType', () => ({
+	useDashboardVariablesByType: (): unknown[] => mockDynamicVariables,
+}));
+
+jest.mock('react-redux', () => ({
+	...jest.requireActual('react-redux'),
+	useSelector: (): unknown => ({
+		selectedTime: 'GLOBAL_TIME',
+	}),
+}));
+
+const QUERY = { builder: { queryData: [] } } as unknown as Query;
+
+const WIDGET_CONFIG = {
+	query: QUERY,
+	panelTypes: PANEL_TYPES.TIME_SERIES,
+	timePreferance: 'GLOBAL_TIME' as const,
+};
+
+describe('useResolveQuery', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+		mockDynamicVariables.length = 0;
+	});
+
+	it('skips the substitute_vars round-trip when there are no variables', async () => {
+		const { result } = renderHook(() => useUpdatedQuery(), {
+			wrapper: MockQueryClientProvider,
+		});
+
+		const resolved = await result.current.getUpdatedQuery({
+			widgetConfig: WIDGET_CONFIG,
+		});
+
+		expect(mockGetSubstituteVars).not.toHaveBeenCalled();
+		expect(resolved).toBe(QUERY);
+	});
+
+	it('resolves through substitute_vars when the dashboard has variables', async () => {
+		mockGetSubstituteVars.mockResolvedValue({
+			httpStatusCode: 200,
+			data: { compositeQuery: {} },
+		});
+
+		const { result } = renderHook(() => useUpdatedQuery(), {
+			wrapper: MockQueryClientProvider,
+		});
+
+		const resolved = await result.current.getUpdatedQuery({
+			widgetConfig: WIDGET_CONFIG,
+			dashboardData: {
+				data: {
+					variables: {
+						env: { name: 'env', selectedValue: 'prod' },
+					},
+				},
+			},
+		});
+
+		expect(mockGetSubstituteVars).toHaveBeenCalledTimes(1);
+		expect(resolved).toStrictEqual({ resolved: true });
+	});
+});

frontend/src/container/GridCardLayout/useResolveQuery.ts

@@ -2,6 +2,7 @@ import { useCallback } from 'react';
 import { useMutation } from 'react-query';
 // eslint-disable-next-line no-restricted-imports
 import { useSelector } from 'react-redux';
+import { isEmpty } from 'lodash-es';
 import { getSubstituteVars } from 'api/dashboard/substitute_vars';
 import { prepareQueryRangePayloadV5 } from 'api/v5/v5';
 import { PANEL_TYPES } from 'constants/queryBuilder';
@@ -46,13 +47,21 @@ function useUpdatedQuery(): UseUpdatedQueryResult {
 			widgetConfig,
 			dashboardData,
 		}: UseUpdatedQueryOptions): Promise<Query> => {
+			const variables = getDashboardVariables(dashboardData?.data?.variables);
+
+			// `/substitute_vars` only rewrites `$variable` references, so on surfaces with no
+			// dashboard behind them (APM, Celery, API monitoring) the round-trip is a no-op.
+			if (isEmpty(variables) && isEmpty(dashboardDynamicVariables)) {
+				return widgetConfig.query;
+			}
+
 			// Prepare query payload with resolved variables
 			const { queryPayload } = prepareQueryRangePayloadV5({
 				query: widgetConfig.query,
 				graphType: getGraphType(widgetConfig.panelTypes),
 				selectedTime: widgetConfig.timePreferance,
 				globalSelectedInterval,
-				variables: getDashboardVariables(dashboardData?.data?.variables),
+				variables,
 				originalGraphType: widgetConfig.panelTypes,
 				dynamicVariables: dashboardDynamicVariables,
 			});

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

@@ -51,4 +51,5 @@
 	gap: var(--spacing-3);
 	max-width: 500px;
 	padding: 24px;
+	max-height: 100%;
 }

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

@@ -37,7 +37,7 @@ import { useInfraMonitoringFontSize } from './useInfraMonitoringTablePreferences
 import styles from './K8sExpandedRow.module.scss';
 import { buildExpressionFromGroupMeta } from './utils';
 import { logInfraColumnSortedEvent } from 'container/InfraMonitoringK8sV2/Base/events';
-import { getUnstableCurrentSearchParams } from 'container/TopNav/DateTimeSelectionV2/utils/getUnstableCurrentSearchParams';
+import { getUnstableCurrentSearchParams } from 'utils/getUnstableCurrentSearchParams';
 import { QueryParams } from 'constants/query';
 
 const EXPANDED_ROW_LIMIT = 10;

frontend/src/container/LLMObservability/Overview/Overview.tsx

@@ -9,7 +9,11 @@ function Overview(): JSX.Element {
 
 	return (
 		<div className={styles.overview} data-testid="llm-observability-overview">
-			<DashboardContainer dashboard={dashboard} refetch={refetch} />
+			<DashboardContainer
+				dashboard={dashboard}
+				refetch={refetch}
+				canEditDashboardOverride={false}
+			/>
 		</div>
 	);
 }

frontend/src/container/LLMObservability/Overview/json/dashboard.json

@@ -1,7 +1,7 @@
 {
   "id": "llm-observability-overview",
   "orgId": "",
-  "locked": true,
+  "locked": false,
   "name": "AI Observability Overview",
   "schemaVersion": "v6",
   "source": "system",
@@ -1146,4 +1146,4 @@
       }
     ]
   }
-}
+}

frontend/src/container/LogDetailedView/InfraMetrics/constants.ts

@@ -2806,8 +2806,8 @@ export const hostWidgetInfo = [
 			'The 1m, 5m and 15m load averages together; 1m above 15m means load is building.',
 	},
 	{
-		title: 'Network usage (bytes)',
-		yAxisUnit: 'bytes',
+		title: 'Network usage',
+		yAxisUnit: 'binBps',
 		docPath: '/infrastructure-monitoring/host-monitoring/#network-usage-bytes',
 		description:
 			'Throughput in bytes/s per interface and direction, to spot NICs nearing rated bandwidth.',
@@ -2841,8 +2841,8 @@ export const hostWidgetInfo = [
 			'Active connection counts per protocol and state (ESTABLISHED, TIME_WAIT, SYN_RECV) to spot leaks and churn.',
 	},
 	{
-		title: 'System disk io (bytes transferred)',
-		yAxisUnit: 'bytes',
+		title: 'System disk IO',
+		yAxisUnit: 'binBps',
 		docPath: '/infrastructure-monitoring/host-monitoring/#system-disk-io-bytes',
 		description:
 			'Disk throughput in bytes/s per device and direction, tracking heavy file I/O or database flushes.',

frontend/src/container/LogDetailedView/Overview.styles.scss

@@ -1,4 +1,21 @@
 .overview-container {
+	.data-viewer {
+		min-height: 500px;
+	}
+
+	.pretty-view__search-wrapper {
+		background: var(--l2-background);
+	}
+
+	.pretty-view__search-input {
+		background: var(--l2-background) !important;
+	}
+
+	.log-body-value {
+		white-space: pre-wrap;
+		overflow-wrap: anywhere;
+	}
+
 	.tag {
 		border-radius: 20px;
 		border: 1px solid color-mix(in srgb, var(--bg-sienna-500) 20%, transparent);

frontend/src/container/LogDetailedView/Overview.tsx

@@ -13,15 +13,28 @@ import { ChangeViewFunctionType } from 'container/ExplorerOptions/types';
 import { OptionsQuery } from 'container/OptionsMenu/types';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { ChevronDown, ChevronRight, Search } from '@signozhq/icons';
+import { useIsLogDetailsV2 } from 'components/LogDetail/useIsLogDetailsV2';
+import { DataViewer } from 'periscope/components/DataViewer';
 import { IField } from 'types/api/logs/fields';
 import { ILog } from 'types/api/logs/log';
 
 import { ActionItemProps } from './ActionItem';
+import { useLogAttributeActions } from './hooks/useLogAttributeActions';
 import TableView from './TableView';
-import { getBodyDisplayString, removeEscapeCharacters } from './utils';
+import {
+	aggregateAttributesResourcesToObject,
+	buildPrettyViewData,
+	getBodyDisplayString,
+	getSanitizedLogBody,
+	removeEscapeCharacters,
+} from './utils';
 
 import './Overview.styles.scss';
 
+// Skip body sanitization above this size. sanitization is expensive and fails
+// for large bodies
+const MAX_BODY_SANITIZE_CHARS = 64 * 1024;
+
 interface OverviewProps {
 	logData: ILog;
 	isListViewPanel?: boolean;
@@ -51,6 +64,54 @@ function Overview({
 
 	const isDarkMode = useIsDarkMode();
 
+	const { actions, visibleActions } = useLogAttributeActions({
+		handleChangeSelectedView,
+		isListViewPanel,
+	});
+
+	const isLogDetailsV2 = useIsLogDetailsV2();
+
+	if (isLogDetailsV2) {
+		const raw = aggregateAttributesResourcesToObject(logData);
+		const prettyData = buildPrettyViewData(raw);
+		return (
+			<div className="overview-container">
+				<DataViewer
+					data={prettyData}
+					drawerKey="logs-details"
+					fontSize={13}
+					prettyViewProps={{
+						actions,
+						visibleActions,
+						renderLeafValue: (value, keyPath): ReactNode | undefined => {
+							// Sanitize (unescape + ANSI→color) string values under `body`.
+							// Skip huge ones (render raw, still safe) to avoid the sanitize
+							// choke;
+							if (
+								typeof value !== 'string' ||
+								keyPath[keyPath.length - 1] !== 'body' ||
+								value.length > MAX_BODY_SANITIZE_CHARS
+							) {
+								return undefined;
+							}
+							return (
+								<span
+									className="log-body-value"
+									// Safe: getSanitizedLogBody runs the value through dompurify.
+									// eslint-disable-next-line react/no-danger
+									dangerouslySetInnerHTML={{
+										__html: getSanitizedLogBody(value, { shouldEscapeHtml: true }),
+									}}
+								/>
+							);
+						},
+					}}
+					jsonString={JSON.stringify(raw, null, 2)}
+				/>
+			</div>
+		);
+	}
+
 	const options: EditorProps['options'] = {
 		automaticLayout: true,
 		readOnly: true,

frontend/src/container/LogDetailedView/constants.ts

@@ -0,0 +1,13 @@
+export enum LogAttributeBucket {
+	ATTRIBUTES = 'attributes',
+	RESOURCES = 'resource',
+	SCOPE = 'scope',
+}
+
+export enum LogDetailsAction {
+	COPY = 'copy',
+	FILTER_IN = 'filter-in',
+	FILTER_OUT = 'filter-out',
+	GROUP_BY = 'group-by',
+	REPLACE_FILTER = 'replace-filter',
+}

frontend/src/container/LogDetailedView/hooks/useLogAttributeActions.tsx

@@ -0,0 +1,232 @@
+import { useCallback, useMemo } from 'react';
+import { useLocation } from 'react-router-dom';
+import { CircleMinus, CirclePlus, Layers, RefreshCw } from '@signozhq/icons';
+import { FeatureKeys } from 'constants/features';
+import { QueryParams } from 'constants/query';
+import ROUTES from 'constants/routes';
+import { ChangeViewFunctionType } from 'container/ExplorerOptions/types';
+import { useGetSearchQueryParam } from 'hooks/queryBuilder/useGetSearchQueryParam';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { ICurrentQueryData } from 'hooks/useHandleExplorerTabChange';
+import { ExplorerViews } from 'pages/LogsExplorer/utils';
+import {
+	FieldContext,
+	PrettyViewAction,
+	VisibleActionsConfig,
+} from 'periscope/components/PrettyView/PrettyView';
+import { useAppContext } from 'providers/App/App';
+
+import { LogDetailsAction } from '../constants';
+import {
+	buildLogFilterTarget,
+	getFilterQueryData,
+	getGroupByQueryData,
+	getReplaceFilterQueryData,
+} from '../logAttributeActions.utils';
+
+interface UseLogAttributeActionsParams {
+	handleChangeSelectedView?: ChangeViewFunctionType;
+	isListViewPanel?: boolean;
+}
+
+interface UseLogAttributeActionsResult {
+	actions: PrettyViewAction[];
+	visibleActions: VisibleActionsConfig;
+}
+
+const COPY_ONLY_ACTIONS = [LogDetailsAction.COPY];
+const ALL_LEAF_ACTIONS = [
+	LogDetailsAction.COPY,
+	LogDetailsAction.FILTER_IN,
+	LogDetailsAction.FILTER_OUT,
+	LogDetailsAction.GROUP_BY,
+	LogDetailsAction.REPLACE_FILTER,
+];
+
+/**
+ * PrettyView filter/group-by/replace actions for the log-details drawer (keys mapped via
+ * buildLogFilterTarget). Also owns `visibleActions` (leaf/nested + list-panel copy-only).
+ */
+export function useLogAttributeActions({
+	handleChangeSelectedView,
+	isListViewPanel = false,
+}: UseLogAttributeActionsParams): UseLogAttributeActionsResult {
+	const { pathname } = useLocation();
+	const { stagedQuery, updateQueriesData } = useQueryBuilder();
+	const { featureFlags } = useAppContext();
+	const viewName = useGetSearchQueryParam(QueryParams.viewName) || '';
+
+	const isBodyJsonQueryEnabled =
+		featureFlags?.find((flag) => flag.name === FeatureKeys.USE_JSON_BODY)
+			?.active || false;
+
+	const isOldExplorerOrLive =
+		pathname === ROUTES.OLD_LOGS_EXPLORER || pathname === ROUTES.LIVE_LOGS;
+
+	const filterFor = useCallback(
+		(context: FieldContext, isFilterIn: boolean): void => {
+			if (!stagedQuery) {
+				return;
+			}
+			const target = buildLogFilterTarget(
+				context.fieldKeyPath,
+				context.fieldValue,
+				isBodyJsonQueryEnabled,
+			);
+			const operator = isFilterIn
+				? target.filterInOperator
+				: target.filterOutOperator;
+
+			const updatedQuery = updateQueriesData(
+				stagedQuery,
+				'queryData',
+				(item, index) =>
+					index === 0
+						? getFilterQueryData(item, target, context.fieldValue, operator)
+						: item,
+			);
+
+			const queryData: ICurrentQueryData = {
+				name: viewName,
+				id: updatedQuery.id,
+				query: updatedQuery,
+			};
+			handleChangeSelectedView?.(ExplorerViews.LIST, queryData);
+		},
+		[
+			stagedQuery,
+			isBodyJsonQueryEnabled,
+			updateQueriesData,
+			viewName,
+			handleChangeSelectedView,
+		],
+	);
+
+	const groupBy = useCallback(
+		(context: FieldContext): void => {
+			if (!stagedQuery) {
+				return;
+			}
+			const target = buildLogFilterTarget(
+				context.fieldKeyPath,
+				context.fieldValue,
+				isBodyJsonQueryEnabled,
+			);
+			if (!target.groupBySupported || !target.groupByKey) {
+				return;
+			}
+
+			const updatedQuery = updateQueriesData(
+				stagedQuery,
+				'queryData',
+				(item, index) => (index === 0 ? getGroupByQueryData(item, target) : item),
+			);
+
+			const queryData: ICurrentQueryData = {
+				name: viewName,
+				id: updatedQuery.id,
+				query: updatedQuery,
+			};
+			handleChangeSelectedView?.(ExplorerViews.TIMESERIES, queryData);
+		},
+		[
+			stagedQuery,
+			isBodyJsonQueryEnabled,
+			updateQueriesData,
+			viewName,
+			handleChangeSelectedView,
+		],
+	);
+
+	const replaceFilter = useCallback(
+		(context: FieldContext): void => {
+			if (!stagedQuery) {
+				return;
+			}
+			const target = buildLogFilterTarget(
+				context.fieldKeyPath,
+				context.fieldValue,
+				isBodyJsonQueryEnabled,
+			);
+
+			const updatedQuery = updateQueriesData(
+				stagedQuery,
+				'queryData',
+				(item, index) =>
+					index === 0
+						? getReplaceFilterQueryData(item, target, context.fieldValue)
+						: item,
+			);
+
+			const queryData: ICurrentQueryData = {
+				name: viewName,
+				id: updatedQuery.id,
+				query: updatedQuery,
+			};
+			handleChangeSelectedView?.(ExplorerViews.LIST, queryData);
+		},
+		[
+			stagedQuery,
+			isBodyJsonQueryEnabled,
+			updateQueriesData,
+			viewName,
+			handleChangeSelectedView,
+		],
+	);
+
+	const actions: PrettyViewAction[] = useMemo(() => {
+		const isRestricted = (fieldKeyPath: (string | number)[]): boolean =>
+			buildLogFilterTarget(fieldKeyPath, undefined, isBodyJsonQueryEnabled)
+				.isRestricted;
+
+		return [
+			{
+				key: LogDetailsAction.FILTER_IN,
+				label: 'Filter for value',
+				icon: <CirclePlus size={12} />,
+				onClick: (context): void => filterFor(context, true),
+				shouldHide: (_key, fieldKeyPath): boolean => isRestricted(fieldKeyPath),
+			},
+			{
+				key: LogDetailsAction.FILTER_OUT,
+				label: 'Filter out value',
+				icon: <CircleMinus size={12} />,
+				onClick: (context): void => filterFor(context, false),
+				shouldHide: (_key, fieldKeyPath): boolean => isRestricted(fieldKeyPath),
+			},
+			{
+				key: LogDetailsAction.GROUP_BY,
+				label: 'Group by field',
+				icon: <Layers size={12} />,
+				onClick: groupBy,
+				shouldHide: (_key, fieldKeyPath): boolean =>
+					!buildLogFilterTarget(fieldKeyPath, undefined, isBodyJsonQueryEnabled)
+						.groupBySupported || isOldExplorerOrLive,
+			},
+			{
+				key: LogDetailsAction.REPLACE_FILTER,
+				label: 'Replace filters with this value',
+				icon: <RefreshCw size={12} />,
+				onClick: replaceFilter,
+				shouldHide: (_key, fieldKeyPath): boolean =>
+					isRestricted(fieldKeyPath) || isOldExplorerOrLive,
+			},
+		];
+	}, [
+		filterFor,
+		groupBy,
+		replaceFilter,
+		isBodyJsonQueryEnabled,
+		isOldExplorerOrLive,
+	]);
+
+	const visibleActions = useMemo<VisibleActionsConfig>(
+		() => ({
+			leaf: isListViewPanel ? COPY_ONLY_ACTIONS : ALL_LEAF_ACTIONS,
+			nested: COPY_ONLY_ACTIONS,
+		}),
+		[isListViewPanel],
+	);
+
+	return { actions, visibleActions };
+}

frontend/src/container/LogDetailedView/logAttributeActions.utils.test.ts

@@ -0,0 +1,246 @@
+import { MetricsType } from 'container/MetricsApplication/constant';
+
+import {
+	buildLogFilterTarget,
+	toTypedFilterValue,
+} from './logAttributeActions.utils';
+
+describe('buildLogFilterTarget', () => {
+	describe('attributes / resources / scope / top-level scalars', () => {
+		it('maps a top-level scalar to its bare key with =/!=, groupable', () => {
+			const t = buildLogFilterTarget(['severity_text'], 'ERROR', true);
+			expect(t).toMatchObject({
+				fieldKey: 'severity_text',
+				filterInOperator: '=',
+				filterOutOperator: '!=',
+				groupBySupported: true,
+				groupByKey: 'severity_text',
+				isRestricted: false,
+			});
+			expect(t.metricsType).toBeUndefined();
+		});
+
+		it('strips the `attributes` root to a bare dotted key + Tag type', () => {
+			expect(
+				buildLogFilterTarget(['attributes', 'http.method'], 'GET', true),
+			).toMatchObject({
+				fieldKey: 'http.method',
+				filterInOperator: '=',
+				metricsType: MetricsType.Tag,
+				groupBySupported: true,
+			});
+		});
+
+		it('maps `resources` with Resource type', () => {
+			expect(
+				buildLogFilterTarget(['resource', 'service.name'], 'api', true),
+			).toMatchObject({
+				fieldKey: 'service.name',
+				metricsType: MetricsType.Resource,
+			});
+		});
+
+		it('maps `scope` with Scope type', () => {
+			expect(
+				buildLogFilterTarget(['scope', 'name'], 'my-scope', true),
+			).toMatchObject({ fieldKey: 'name', metricsType: MetricsType.Scope });
+		});
+
+		it('offers group-by for attributes now', () => {
+			expect(
+				buildLogFilterTarget(['attributes', 'k'], 'v', true).groupBySupported,
+			).toBe(true);
+		});
+	});
+
+	describe('nested attribute values (parsed JSON)', () => {
+		it('marks a sub-field of a parsed attribute copy-only (restricted, no group-by)', () => {
+			const t = buildLogFilterTarget(['attributes', 'payload', 'x'], 1, true);
+			expect(t.isRestricted).toBe(true);
+			expect(t.groupBySupported).toBe(false);
+			expect(t.groupByKey).toBeUndefined();
+		});
+
+		it('leaves a top-level attribute (depth 2) filterable', () => {
+			const t = buildLogFilterTarget(['attributes', 'payload'], 'v', true);
+			expect(t.isRestricted).toBe(false);
+			expect(t.groupBySupported).toBe(true);
+		});
+
+		it('does not restrict nested resource/scope values', () => {
+			expect(
+				buildLogFilterTarget(['resource', 'k8s', 'pod'], 'p', true).isRestricted,
+			).toBe(false);
+			expect(
+				buildLogFilterTarget(['scope', 'a', 'b'], 'v', true).isRestricted,
+			).toBe(false);
+		});
+	});
+
+	describe('restricted fields (timestamp / id)', () => {
+		it.each(['timestamp', 'id'])(
+			'marks %s restricted with no group-by',
+			(key) => {
+				const t = buildLogFilterTarget([key], 'v', true);
+				expect(t.isRestricted).toBe(true);
+				expect(t.groupBySupported).toBe(false);
+				expect(t.groupByKey).toBeUndefined();
+			},
+		);
+	});
+
+	describe('group-by-restricted fields (trace_id)', () => {
+		it('allows filtering but not group-by on top-level trace_id', () => {
+			const t = buildLogFilterTarget(['trace_id'], 'abc123', true);
+			expect(t.isRestricted).toBe(false);
+			expect(t.filterInOperator).toBe('=');
+			expect(t.groupBySupported).toBe(false);
+			expect(t.groupByKey).toBeUndefined();
+		});
+
+		it.each([
+			['resource', ['resource', 'trace_id']],
+			['attributes', ['attributes', 'trace_id']],
+		])(
+			'blocks group-by on a %s field named trace_id, keeping filter',
+			(_bucket, path) => {
+				const t = buildLogFilterTarget(path as string[], 'abc123', true);
+				expect(t.isRestricted).toBe(false);
+				expect(t.filterInOperator).toBe('=');
+				expect(t.groupBySupported).toBe(false);
+				expect(t.groupByKey).toBeUndefined();
+			},
+		);
+	});
+
+	describe('body scalars', () => {
+		it('maps a top-level body scalar to body.<key> with =/!=, groupable when json body on', () => {
+			const t = buildLogFilterTarget(['body', 'message'], 'hello', true);
+			expect(t).toMatchObject({
+				fieldKey: 'body.message',
+				filterInOperator: '=',
+				filterOutOperator: '!=',
+				groupBySupported: true,
+				groupByKey: 'body.message',
+				isRestricted: false,
+			});
+			expect(t.dataType).toBeDefined();
+			expect(t.metricsType).toBeUndefined();
+		});
+
+		it('maps a nested body scalar to a dotted body key', () => {
+			expect(buildLogFilterTarget(['body', 'a', 'b'], 'x', true)).toMatchObject({
+				fieldKey: 'body.a.b',
+				groupBySupported: true,
+				groupByKey: 'body.a.b',
+			});
+		});
+
+		it('does not offer group-by when USE_JSON_BODY is off', () => {
+			const t = buildLogFilterTarget(['body', 'message'], 'hello', false);
+			expect(t.groupBySupported).toBe(false);
+			expect(t.groupByKey).toBeUndefined();
+			expect(t.fieldKey).toBe('body.message');
+		});
+
+		it('filters the whole `body` field when body is an unparsed string leaf', () => {
+			expect(buildLogFilterTarget(['body'], 'raw text', true)).toMatchObject({
+				fieldKey: 'body',
+				filterInOperator: '=',
+				groupBySupported: false,
+			});
+		});
+
+		it('restricts a body leaf named `timestamp` (no filter / group-by)', () => {
+			const t = buildLogFilterTarget(['body', 'timestamp'], '2026-01-01', true);
+			expect(t.fieldKey).toBe('body.timestamp');
+			expect(t.isRestricted).toBe(true);
+			expect(t.groupBySupported).toBe(false);
+			expect(t.groupByKey).toBeUndefined();
+		});
+
+		it('restricts a nested body leaf named `timestamp`', () => {
+			const t = buildLogFilterTarget(['body', 'obj', 'timestamp'], 'x', true);
+			expect(t.isRestricted).toBe(true);
+			expect(t.groupBySupported).toBe(false);
+		});
+
+		it('restricts a body leaf named `id` (uses RESTRICTED_SELECTED_FIELDS)', () => {
+			expect(buildLogFilterTarget(['body', 'id'], 'abc', true).isRestricted).toBe(
+				true,
+			);
+		});
+
+		it('does not restrict an ordinary body leaf', () => {
+			expect(
+				buildLogFilterTarget(['body', 'message'], 'hello', true).isRestricted,
+			).toBe(false);
+		});
+	});
+
+	describe('body arrays', () => {
+		it('uses has()/!has() on the array key for a primitive array element', () => {
+			const t = buildLogFilterTarget(['body', 'tags', 0], 'urgent', true);
+			expect(t).toMatchObject({
+				fieldKey: 'body.tags',
+				filterInOperator: 'has',
+				groupBySupported: false,
+			});
+			expect(t.filterOutOperator).toContain('has');
+			expect(t.filterOutOperator).not.toBe('has');
+		});
+
+		it('collapses deep array-element paths to a []-marked has() key', () => {
+			expect(
+				buildLogFilterTarget(
+					['body', 'config', 'features', 1, 'items', 0, 'variants', 2],
+					'ballpen',
+					true,
+				),
+			).toMatchObject({
+				fieldKey: 'body.config.features[].items[].variants',
+				filterInOperator: 'has',
+			});
+		});
+
+		it('maps a field nested inside an array element with =/!= and a []-marked key, no group-by', () => {
+			expect(
+				buildLogFilterTarget(['body', 'items', 2, 'sku'], 'ABC', true),
+			).toMatchObject({
+				fieldKey: 'body.items[].sku',
+				filterInOperator: '=',
+				filterOutOperator: '!=',
+				groupBySupported: false,
+			});
+		});
+
+		it('uses the [*] string-body marker for an array element when USE_JSON_BODY is off', () => {
+			expect(
+				buildLogFilterTarget(['body', 'tags', 0], 'urgent', false),
+			).toMatchObject({ fieldKey: 'body.tags[*]', filterInOperator: 'has' });
+		});
+
+		it('uses [*] for a field nested inside an array element when USE_JSON_BODY is off', () => {
+			expect(
+				buildLogFilterTarget(['body', 'items', 2, 'sku'], 'ABC', false),
+			).toMatchObject({ fieldKey: 'body.items[*].sku', filterInOperator: '=' });
+		});
+	});
+});
+
+describe('toTypedFilterValue', () => {
+	const run = (value: unknown): unknown => toTypedFilterValue(value);
+
+	it('keeps numbers/booleans as their JS type (so the expression stays unquoted)', () => {
+		expect(run(848)).toBe(848);
+		expect(typeof run(848)).toBe('number');
+		expect(run(1.1)).toBe(1.1);
+		expect(run(true)).toBe(true);
+		expect(typeof run(true)).toBe('boolean');
+	});
+
+	it('passes strings through unchanged (no numeric inference)', () => {
+		expect(run('unknown_service')).toBe('unknown_service');
+		expect(typeof run('12345')).toBe('string');
+	});
+});

frontend/src/container/LogDetailedView/logAttributeActions.utils.ts

@@ -0,0 +1,241 @@
+import { v4 as uuid } from 'uuid';
+import {
+	negateOperator,
+	OPERATORS,
+	QUERY_BUILDER_FUNCTIONS,
+} from 'constants/antlrQueryConstants';
+import { OPERATORS as QUERY_BUILDER_OPERATORS } from 'constants/queryBuilder';
+import {
+	RESTRICTED_GROUP_BY_FIELDS,
+	RESTRICTED_SELECTED_FIELDS,
+} from 'container/LogsFilters/config';
+import { MetricsType } from 'container/MetricsApplication/constant';
+import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
+import { chooseAutocompleteFromCustomValue } from 'lib/newQueryBuilder/chooseAutocompleteFromCustomValue';
+import {
+	BaseAutocompleteData,
+	DataTypes,
+} from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+
+import { LogAttributeBucket } from './constants';
+import { generateFieldKeyForArray, getDataTypes } from './utils';
+
+export const toTypedFilterValue = (value: unknown): string =>
+	typeof value === 'number' || typeof value === 'boolean'
+		? (value as unknown as string)
+		: String(value);
+
+export interface LogFilterTarget {
+	fieldKey: string;
+	filterInOperator: string;
+	filterOutOperator: string;
+	dataType?: DataTypes;
+	metricsType?: MetricsType;
+	groupBySupported: boolean;
+	groupByKey?: string;
+	isRestricted: boolean;
+}
+
+// Collapse a body forward path into the query-builder key segment; array indices become
+// `[]` (json body on) or `[*]` (string body off — a distinct operator/search path).
+//   ['items', 2, 'sku'] -> 'items[].sku' (json on)  / 'items[*].sku' (off)
+//   ['tags', 0]         -> 'tags[]'      (json on)  / 'tags[*]'      (off)
+const collapseBodyPath = (
+	subpath: (string | number)[],
+	isBodyJsonQueryEnabled: boolean,
+): string => {
+	const arrayMarker = isBodyJsonQueryEnabled ? '[]' : '[*]';
+	let out = '';
+	subpath.forEach((seg) => {
+		if (typeof seg === 'number') {
+			out += arrayMarker;
+		} else {
+			out += out ? `.${seg}` : seg;
+		}
+	});
+	return out;
+};
+
+const metricsTypeForRoot = (root: string | number): MetricsType | undefined => {
+	if (root === LogAttributeBucket.ATTRIBUTES) {
+		return MetricsType.Tag;
+	}
+	if (root === LogAttributeBucket.RESOURCES) {
+		return MetricsType.Resource;
+	}
+	if (root === LogAttributeBucket.SCOPE) {
+		return MetricsType.Scope;
+	}
+	return undefined;
+};
+
+/**
+ * Map a PrettyView leaf (forward keyPath) to its query-builder filter/group-by target:
+ * scalars → `=`/`!=`, body array elements → `has`/`!has`; group-by gated by
+ * `groupBySupported`. Attribute/resource/scope carry a `metricsType` (Tag/Resource/Scope).
+ */
+export const buildLogFilterTarget = (
+	fieldKeyPath: (string | number)[],
+	value: unknown,
+	isBodyJsonQueryEnabled: boolean,
+): LogFilterTarget => {
+	const root = fieldKeyPath[0];
+
+	// Attributes / resources / scope / top-level scalars: bare dotted key, =/!=.
+	if (root !== 'body') {
+		const fieldKey =
+			fieldKeyPath.length > 1 ? fieldKeyPath.slice(1).join('.') : String(root);
+		// Temporarily removing filter/group-by support for nested attributes.
+		// This will be removed once backend starts to support these actions.
+		const isNestedAttributeValue =
+			root === LogAttributeBucket.ATTRIBUTES && fieldKeyPath.length > 2;
+
+		const isRestricted =
+			RESTRICTED_SELECTED_FIELDS.includes(fieldKey) || isNestedAttributeValue;
+
+		const groupBySupported =
+			!isRestricted && !RESTRICTED_GROUP_BY_FIELDS.includes(fieldKey);
+		return {
+			fieldKey,
+			filterInOperator: OPERATORS['='],
+			filterOutOperator: OPERATORS['!='],
+			dataType: getDataTypes(value),
+			metricsType: metricsTypeForRoot(root),
+			groupBySupported,
+			groupByKey: groupBySupported ? fieldKey : undefined,
+			isRestricted,
+		};
+	}
+
+	const subpath = fieldKeyPath.slice(1);
+
+	// Whole-body leaf (unparsed string body): filter on the `body` field itself.
+	if (subpath.length === 0) {
+		return {
+			fieldKey: 'body',
+			filterInOperator: OPERATORS['='],
+			filterOutOperator: OPERATORS['!='],
+			dataType: getDataTypes(value),
+			groupBySupported: false,
+			isRestricted: false,
+		};
+	}
+
+	const collapsed = collapseBodyPath(subpath, isBodyJsonQueryEnabled);
+	const isArrayElement = typeof subpath[subpath.length - 1] === 'number';
+
+	if (isArrayElement) {
+		// has(body.<array>, value): generateFieldKeyForArray strips the trailing value
+		// segment + `[]` exactly as the old BodyTitleRenderer.filterHandler did.
+		const fieldKey = generateFieldKeyForArray(
+			`${collapsed}.${String(value)}`,
+			getDataTypes(value),
+			isBodyJsonQueryEnabled,
+		);
+		return {
+			fieldKey,
+			filterInOperator: QUERY_BUILDER_FUNCTIONS.HAS,
+			filterOutOperator: negateOperator(QUERY_BUILDER_FUNCTIONS.HAS),
+			dataType: getDataTypes([value]),
+			groupBySupported: false,
+			isRestricted: false,
+		};
+	}
+
+	const fieldKey = `body.${collapsed}`;
+	// Restrict body leaves whose own key is a restricted field (e.g. a JSON body's own
+	// `timestamp`/`id`/`date`) — hides filter / group-by, same as top-level fields.
+	const leafKey = String(subpath[subpath.length - 1]);
+	const isRestricted = RESTRICTED_SELECTED_FIELDS.includes(leafKey);
+	// Group by only for plain body scalars (no array anywhere in the path) with json
+	// body on — mirrors isGroupBySupported in the old BodyTitleRenderer.
+	const groupBySupported =
+		isBodyJsonQueryEnabled && !collapsed.includes('[]') && !isRestricted;
+	return {
+		fieldKey,
+		filterInOperator: OPERATORS['='],
+		filterOutOperator: OPERATORS['!='],
+		dataType: getDataTypes(value),
+		groupBySupported,
+		groupByKey: groupBySupported ? fieldKey : undefined,
+		isRestricted,
+	};
+};
+
+const normalizeDataType = (
+	dataType: DataTypes | undefined,
+): DataTypes | undefined =>
+	dataType && Object.values(DataTypes).includes(dataType) ? dataType : undefined;
+
+// Append a filter item (filter-in / filter-out) to a query-data item. The autocomplete
+// key is fabricated locally (empty source list), so no click-time getAggregateKeys fetch.
+export const getFilterQueryData = (
+	item: IBuilderQuery,
+	target: LogFilterTarget,
+	value: unknown,
+	operator: string,
+): IBuilderQuery => {
+	const filterKey = chooseAutocompleteFromCustomValue(
+		[],
+		target.fieldKey,
+		target.dataType,
+		target.metricsType,
+	);
+	return {
+		...item,
+		filters: {
+			items: [
+				...(item.filters?.items || []),
+				{
+					id: uuid(),
+					key: filterKey,
+					op: getOperatorValue(operator),
+					value: toTypedFilterValue(value),
+				},
+			],
+			op: item.filters?.op || 'AND',
+		},
+	};
+};
+
+// Append a group-by. Caller guards groupBySupported / groupByKey.
+export const getGroupByQueryData = (
+	item: IBuilderQuery,
+	target: LogFilterTarget,
+): IBuilderQuery => {
+	const newGroupByItem: BaseAutocompleteData = {
+		key: target.groupByKey || '',
+		type: target.metricsType || '',
+		dataType: normalizeDataType(target.dataType),
+	};
+	return { ...item, groupBy: [...(item.groupBy || []), newGroupByItem] };
+};
+
+// Replace all filters with a single IN filter on this value.
+export const getReplaceFilterQueryData = (
+	item: IBuilderQuery,
+	target: LogFilterTarget,
+	value: unknown,
+): IBuilderQuery => {
+	const newFilterItem: BaseAutocompleteData = {
+		key: target.fieldKey,
+		type: target.metricsType || '',
+		dataType: normalizeDataType(target.dataType),
+	};
+	return {
+		...item,
+		filters: {
+			items: [
+				{
+					id: '',
+					key: newFilterItem,
+					op: QUERY_BUILDER_OPERATORS.IN,
+					value: [toTypedFilterValue(value)],
+				},
+			],
+			op: 'AND',
+		},
+		filter: { expression: '' },
+	};
+};

frontend/src/container/LogDetailedView/util.test.ts

@@ -1,12 +1,121 @@
+import { ILog } from 'types/api/logs/log';
 import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
 
 import {
+	aggregateAttributesResourcesToObject,
+	buildPrettyViewData,
 	flattenObject,
 	getDataTypes,
 	getSanitizedLogBody,
+	parseJsonStringValue,
 	recursiveParseJSON,
 } from './utils';
 
+describe('parseJsonStringValue', () => {
+	it('parses a JSON-object string into an object', () => {
+		expect(parseJsonStringValue('{"a":1,"b":{"c":2}}')).toStrictEqual({
+			a: 1,
+			b: { c: 2 },
+		});
+	});
+
+	it('parses a JSON-array string into an array', () => {
+		expect(parseJsonStringValue('[1,2,3]')).toStrictEqual([1, 2, 3]);
+	});
+
+	it('returns a plain (non-JSON) string unchanged', () => {
+		expect(parseJsonStringValue('plain log line')).toBe('plain log line');
+	});
+
+	it('returns a string that is not object/array-looking unchanged', () => {
+		expect(parseJsonStringValue('42')).toBe('42');
+	});
+
+	it('returns an invalid JSON string unchanged', () => {
+		expect(parseJsonStringValue('{not valid}')).toBe('{not valid}');
+	});
+
+	it('returns an already-object value unchanged (same reference)', () => {
+		const value = { message: 'hi', a: 1 };
+		expect(parseJsonStringValue(value)).toBe(value);
+	});
+
+	it('leaves a value larger than the 128KB parse guard as a string', () => {
+		const huge = `{"x":"${'a'.repeat(130 * 1024)}"}`;
+		expect(parseJsonStringValue(huge)).toBe(huge);
+	});
+});
+
+describe('buildPrettyViewData', () => {
+	const baseRaw = {
+		id: 'log-1',
+		timestamp: 1234,
+		body: 'hello',
+		attributes: {},
+		resource: {},
+		scope: {},
+	} as any;
+
+	it('parses a JSON-string body into a tree', () => {
+		const result = buildPrettyViewData({ ...baseRaw, body: '{"a":1}' });
+		expect(result.body).toStrictEqual({ a: 1 });
+	});
+
+	it('parses attribute values that are JSON strings, leaves others as-is', () => {
+		const result = buildPrettyViewData({
+			...baseRaw,
+			attributes: { payload: '{"x":1}', name: 'cart', count: 3 },
+		});
+		expect(result.attributes).toStrictEqual({
+			payload: { x: 1 },
+			name: 'cart',
+			count: 3,
+		});
+	});
+
+	it('drops undefined fields so they do not render as empty rows', () => {
+		const result = buildPrettyViewData({ ...baseRaw, trace_id: undefined });
+		expect('trace_id' in result).toBe(false);
+	});
+});
+
+describe('aggregateAttributesResourcesToObject', () => {
+	const mockLog = {
+		id: 'log-1',
+		timestamp: 1234,
+		body: 'hello',
+		severity_text: 'INFO',
+		severity_number: 9,
+		attributes_string: { 'http.method': 'GET' },
+		attributes_int: { retries: 3 },
+		resources_string: { 'service.name': 'cart' },
+		scope_string: { lib: 'otel' },
+	} as unknown as ILog;
+
+	it('merges attributes_/resources_/scope_ maps and keeps scalars + body', () => {
+		const result = aggregateAttributesResourcesToObject(mockLog);
+
+		expect(result.attributes).toStrictEqual({
+			'http.method': 'GET',
+			retries: 3,
+		});
+		expect(result.resource).toStrictEqual({ 'service.name': 'cart' });
+		expect(result.scope).toStrictEqual({ lib: 'otel' });
+		expect(result.body).toBe('hello');
+		expect(result.id).toBe('log-1');
+		expect(result.severity_text).toBe('INFO');
+	});
+
+	it('does not parse a JSON-string body (leaves it raw)', () => {
+		const result = aggregateAttributesResourcesToObject({
+			...mockLog,
+			body: '{"a":1}',
+		} as unknown as ILog);
+
+		expect(result.body).toBe('{"a":1}');
+	});
+});
+
 describe('recursiveParseJSON', () => {
 	it('should return an empty object if the input is not valid JSON', () => {
 		const result = recursiveParseJSON('not valid JSON');

frontend/src/container/LogDetailedView/utils.tsx

@@ -1,3 +1,4 @@
+import * as Sentry from '@sentry/react';
 import Convert from 'ansi-to-html';
 import type { DataNode } from 'antd/es/tree';
 import { ChangeViewFunctionType } from 'container/ExplorerOptions/types';
@@ -262,10 +263,11 @@ export const filterKeyForField = (field: string): string => {
 	return fieldAttribs?.newField || field;
 };
 
-export const aggregateAttributesResourcesToString = (logData: ILog): string => {
+export const aggregateAttributesResourcesToObject = (
+	logData: ILog,
+): ILogAggregateAttributesResources => {
 	const outputJson: ILogAggregateAttributesResources = {
 		body: logData.body,
-		date: logData.date,
 		id: logData.id,
 		severityNumber: logData.severityNumber,
 		severityText: logData.severityText,
@@ -274,29 +276,94 @@ export const aggregateAttributesResourcesToString = (logData: ILog): string => {
 		traceFlags: logData.traceFlags,
 		traceId: logData.traceId,
 		attributes: {},
-		resources: {},
+		resource: {},
 		scope: {},
 		severity_text: logData.severity_text,
 		severity_number: logData.severity_number,
 	};
 
 	Object.keys(logData).forEach((key) => {
+		if (key === 'date') {
+			return;
+		}
 		if (key.startsWith('attributes_')) {
 			outputJson.attributes = outputJson.attributes || {};
 			Object.assign(outputJson.attributes, logData[key as keyof ILog]);
 		} else if (key.startsWith('resources_')) {
-			outputJson.resources = outputJson.resources || {};
-			Object.assign(outputJson.resources, logData[key as keyof ILog]);
+			outputJson.resource = outputJson.resource || {};
+			Object.assign(outputJson.resource, logData[key as keyof ILog]);
 		} else if (key.startsWith('scope_string')) {
 			outputJson.scope = outputJson.scope || {};
 			Object.assign(outputJson.scope, logData[key as keyof ILog]);
 		} else {
-			// @ts-expect-error
+			// @ts-expect-error dynamic top-level copy
 			outputJson[key] = logData[key as keyof ILog];
 		}
 	});
 
-	return JSON.stringify(outputJson, null, 2);
+	// Show `timestamp` first and `id` last in the details view.
+	const { timestamp, id, ...rest } = outputJson;
+	return { timestamp, ...rest, id };
+};
+
+export const aggregateAttributesResourcesToString = (logData: ILog): string => {
+	try {
+		return JSON.stringify(aggregateAttributesResourcesToObject(logData), null, 2);
+	} catch (err) {
+		Sentry.captureException(err);
+		return '';
+	}
+};
+
+const MAX_JSON_PARSE_BYTES = 128 * 1024;
+
+// A JSON-encoded object/array string is parsed so DataViewer renders it as a tree
+// instead of one escaped string; non-JSON / plain-text values are returned unchanged.
+// Guarded against very large payloads.
+export const parseJsonStringValue = (value: unknown): unknown => {
+	if (typeof value !== 'string') {
+		return value;
+	}
+	const trimmed = value.trim();
+	const looksLikeJson = trimmed.startsWith('{') || trimmed.startsWith('[');
+	if (!looksLikeJson || trimmed.length > MAX_JSON_PARSE_BYTES) {
+		return value;
+	}
+	try {
+		const parsed = JSON.parse(trimmed);
+		return parsed !== null && typeof parsed === 'object' ? parsed : value;
+	} catch {
+		return value;
+	}
+};
+
+// Parse each attribute value that's a stringified JSON string into an object
+// Non-JSON values are left unchanged.
+const parseAttributeJsonValues = (
+	attributes: Record<string, unknown>,
+): Record<string, unknown> => {
+	const parsed: Record<string, unknown> = {};
+	Object.keys(attributes).forEach((key) => {
+		parsed[key] = parseJsonStringValue(attributes[key]);
+	});
+	return parsed;
+};
+
+export const buildPrettyViewData = (
+	raw: ILogAggregateAttributesResources,
+): Record<string, unknown> => {
+	const prettyData: Record<string, unknown> = { ...raw };
+	prettyData.body = parseJsonStringValue(raw.body);
+	prettyData.attributes = parseAttributeJsonValues(raw.attributes);
+
+	// drop undefined fields so they don't render as empty rows
+	Object.keys(prettyData).forEach((key) => {
+		if (prettyData[key] === undefined) {
+			delete prettyData[key];
+		}
+	});
+
+	return prettyData;
 };
 
 const isFloat = (num: number): boolean => num % 1 !== 0;

frontend/src/container/LogsFilters/config.ts

@@ -2,6 +2,9 @@ import { blue, red } from '@ant-design/colors';
 
 export const RESTRICTED_SELECTED_FIELDS = ['timestamp', 'id'];
 
+// Fields that can be filtered on but not grouped by in the log details view.
+export const RESTRICTED_GROUP_BY_FIELDS = ['body', 'trace_id'];
+
 export const ICON_STYLE = {
 	PLUS: { color: blue[5] },
 	CLOSE: { color: red[5] },

frontend/src/container/MetricsApplication/Tabs/Overview.tsx

@@ -124,6 +124,9 @@ function Application(): JSX.Element {
 				start: minTime,
 				end: maxTime,
 			}),
+		// the time range is part of the key, so without this every window change blanks the
+		// operations list and the widgets below are rebuilt with an empty `operation in []`
+		keepPreviousData: true,
 	});
 
 	const selectedTraceTags: string = JSON.stringify(

frontend/src/container/PipelinePage/PipelineListsView/AddNewProcessor/ProcessorForm.tsx

@@ -2,14 +2,17 @@ import { useTranslation } from 'react-i18next';
 import { Input } from '@signozhq/ui/input';
 import { Switch } from '@signozhq/ui/switch';
 import { Form, Select, Space } from 'antd';
+import { FeatureKeys } from 'constants/features';
 import { ModalFooterTitle } from 'container/PipelinePage/styles';
+import { useAppContext } from 'providers/App/App';
 import { ProcessorData } from 'types/api/pipeline/def';
 
 import { formValidationRules } from '../config';
-import { processorFields, ProcessorFormField } from './config';
+import { ProcessorFormField } from './config';
 import CSVInput from './FormFields/CSVInput';
 import JsonFlattening from './FormFields/JsonFlattening';
 import { FormWrapper, PipelineIndexIcon, StyledSelect } from './styles';
+import { resolveProcessorFields } from './utils';
 
 import './styles.scss';
 
@@ -133,16 +136,23 @@ function ProcessorForm({
 	selectedProcessorData,
 	isAdd,
 }: ProcessorFormProps): JSX.Element {
+	const { featureFlags } = useAppContext();
+	const isBodyJsonEnabled =
+		featureFlags?.find((flag) => flag.name === FeatureKeys.USE_JSON_BODY)
+			?.active || false;
+
 	return (
 		<div className="processor-form-container">
-			{processorFields[processorType]?.map((fieldData: ProcessorFormField) => (
-				<ProcessorFieldInput
-					key={fieldData.name + String(fieldData.initialValue)}
-					fieldData={fieldData}
-					selectedProcessorData={selectedProcessorData}
-					isAdd={isAdd}
-				/>
-			))}
+			{resolveProcessorFields(processorType, isBodyJsonEnabled).map(
+				(fieldData: ProcessorFormField) => (
+					<ProcessorFieldInput
+						key={fieldData.name + String(fieldData.initialValue)}
+						fieldData={fieldData}
+						selectedProcessorData={selectedProcessorData}
+						isAdd={isAdd}
+					/>
+				),
+			)}
 		</div>
 	);
 }

frontend/src/container/PipelinePage/PipelineListsView/AddNewProcessor/utils.ts

@@ -0,0 +1,24 @@
+import { processorFields, ProcessorFormField } from './config';
+
+const BODY_PARSE_FROM = 'body';
+const JSON_BODY_PARSE_FROM = 'body.message';
+
+// With use_json_body the collector normalizes every body into a map before user
+// operators run, so a parser pointed at `body` gets a map it cannot read and
+// silently extracts nothing. The log text lives at body.message.
+export function resolveProcessorFields(
+	processorType: string,
+	isBodyJsonEnabled: boolean,
+): Array<ProcessorFormField> {
+	const fields = processorFields[processorType] ?? [];
+
+	if (!isBodyJsonEnabled) {
+		return fields;
+	}
+
+	return fields.map((field) =>
+		field.name === 'parse_from' && field.initialValue === BODY_PARSE_FROM
+			? { ...field, initialValue: JSON_BODY_PARSE_FROM }
+			: field,
+	);
+}

frontend/src/container/PipelinePage/tests/processorFieldDefaults.test.ts

@@ -0,0 +1,45 @@
+import { processorFields } from '../PipelineListsView/AddNewProcessor/config';
+import { resolveProcessorFields } from '../PipelineListsView/AddNewProcessor/utils';
+
+const parseFromDefault = (
+	fields: ReturnType<typeof resolveProcessorFields>,
+): unknown => fields.find((field) => field.name === 'parse_from')?.initialValue;
+
+describe('resolveProcessorFields', () => {
+	it.each(['grok_parser', 'regex_parser', 'json_parser'])(
+		'defaults %s parse_from to body.message when use_json_body is on',
+		(processorType) => {
+			expect(parseFromDefault(resolveProcessorFields(processorType, true))).toBe(
+				'body.message',
+			);
+		},
+	);
+
+	it.each(['grok_parser', 'regex_parser', 'json_parser'])(
+		'keeps %s parse_from as body when use_json_body is off',
+		(processorType) => {
+			expect(parseFromDefault(resolveProcessorFields(processorType, false))).toBe(
+				'body',
+			);
+		},
+	);
+
+	it('leaves parse_from defaults that do not point at the body alone', () => {
+		expect(parseFromDefault(resolveProcessorFields('time_parser', true))).toBe(
+			'attributes.timestamp',
+		);
+		expect(
+			parseFromDefault(resolveProcessorFields('severity_parser', true)),
+		).toBe('attributes.logLevel');
+	});
+
+	it('does not mutate the shared config', () => {
+		resolveProcessorFields('grok_parser', true);
+
+		expect(parseFromDefault(processorFields.grok_parser)).toBe('body');
+	});
+
+	it('returns an empty list for an unknown processor type', () => {
+		expect(resolveProcessorFields('does_not_exist', true)).toStrictEqual([]);
+	});
+});

frontend/src/container/QueryTable/Drilldown/__tests__/useBaseAggregateOptions.test.tsx

@@ -0,0 +1,88 @@
+import { renderHook, waitFor } from '@testing-library/react';
+import { Query } from 'types/api/queryBuilder/queryBuilderData';
+
+import useBaseAggregateOptions from '../useBaseAggregateOptions';
+
+const mockGetUpdatedQuery = jest.fn();
+const mockNotificationsError = jest.fn();
+
+jest.mock('container/GridCardLayout/useResolveQuery', () => ({
+	__esModule: true,
+	default: (): unknown => ({
+		getUpdatedQuery: mockGetUpdatedQuery,
+		isLoading: false,
+	}),
+}));
+
+jest.mock('hooks/useNotifications', () => ({
+	useNotifications: (): unknown => ({
+		notifications: { error: mockNotificationsError },
+	}),
+}));
+
+jest.mock('providers/Dashboard/store/useDashboardStore', () => ({
+	useDashboardStore: (): unknown => ({ dashboardData: undefined }),
+}));
+
+jest.mock('hooks/dashboard/useContextVariables', () => ({
+	__esModule: true,
+	default: (): unknown => ({ processedVariables: {} }),
+}));
+
+jest.mock('hooks/useSafeNavigate', () => ({
+	useSafeNavigate: (): unknown => ({ safeNavigate: jest.fn() }),
+}));
+
+jest.mock('react-router-dom', () => ({
+	...jest.requireActual('react-router-dom'),
+	useLocation: (): { pathname: string } => ({ pathname: '/services/socky-api' }),
+}));
+
+const QUERY = {
+	builder: {
+		queryData: [{ queryName: 'A', dataSource: 'traces', aggregations: [] }],
+	},
+} as unknown as Query;
+
+const AGGREGATE_DATA = { queryName: 'A', filters: [] };
+
+const renderOptions = (): ReturnType<typeof renderHook> =>
+	renderHook(() =>
+		useBaseAggregateOptions({
+			query: QUERY,
+			onClose: jest.fn(),
+			subMenu: '',
+			setSubMenu: jest.fn(),
+			aggregateData: AGGREGATE_DATA,
+			fieldVariables: {},
+		}),
+	);
+
+describe('useBaseAggregateOptions', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	it('notifies and keeps the unresolved query when variable resolution fails', async () => {
+		mockGetUpdatedQuery.mockRejectedValue(
+			new Error('syntax errors in expression'),
+		);
+
+		renderOptions();
+
+		await waitFor(() =>
+			expect(mockNotificationsError).toHaveBeenCalledWith({
+				message: 'Unable to resolve variables',
+			}),
+		);
+	});
+
+	it('does not notify when variable resolution succeeds', async () => {
+		mockGetUpdatedQuery.mockResolvedValue(QUERY);
+
+		renderOptions();
+
+		await waitFor(() => expect(mockGetUpdatedQuery).toHaveBeenCalled());
+		expect(mockNotificationsError).not.toHaveBeenCalled();
+	});
+});

frontend/src/container/QueryTable/Drilldown/useBaseAggregateOptions.tsx

@@ -6,6 +6,7 @@ import { PANEL_TYPES } from 'constants/queryBuilder';
 import useUpdatedQuery from 'container/GridCardLayout/useResolveQuery';
 import { processContextLinks } from 'container/NewWidget/RightContainer/ContextLinks/utils';
 import useContextVariables from 'hooks/dashboard/useContextVariables';
+import { useNotifications } from 'hooks/useNotifications';
 import ContextMenu from 'periscope/components/ContextMenu';
 import { useDashboardStore } from 'providers/Dashboard/store/useDashboardStore';
 import { ContextLinksData } from 'types/api/dashboard/getAll';
@@ -50,23 +51,25 @@ const useBaseAggregateOptions = ({
 	const { getUpdatedQuery, isLoading: isResolveQueryLoading } =
 		useUpdatedQuery();
 	const { dashboardData } = useDashboardStore();
+	const { notifications } = useNotifications();
 
 	useEffect(() => {
 		if (!aggregateData) {
 			return;
 		}
-		const resolveQuery = async (): Promise<void> => {
-			const updatedQuery = await getUpdatedQuery({
-				widgetConfig: {
-					query,
-					panelTypes: panelType || PANEL_TYPES.TIME_SERIES,
-					timePreferance: 'GLOBAL_TIME',
-				},
-				dashboardData,
+		getUpdatedQuery({
+			widgetConfig: {
+				query,
+				panelTypes: panelType || PANEL_TYPES.TIME_SERIES,
+				timePreferance: 'GLOBAL_TIME',
+			},
+			dashboardData,
+		})
+			.then(setResolvedQuery)
+			.catch(() => {
+				setResolvedQuery(query);
+				notifications.error({ message: 'Unable to resolve variables' });
 			});
-			setResolvedQuery(updatedQuery);
-		};
-		resolveQuery();
 		// eslint-disable-next-line react-hooks/exhaustive-deps
 	}, [query, aggregateData, panelType]);
 

frontend/src/container/ServiceAccountsSettings/__tests__/ServiceAccountsSettings.authz.integration.test.tsx

@@ -10,7 +10,6 @@ import ServiceAccountsSettings from '../ServiceAccountsSettings';
 const SA_LIST_ENDPOINT = '*/api/v1/service_accounts';
 const SA_ENDPOINT = '*/api/v1/service_accounts/:id';
 const SA_KEYS_ENDPOINT = '*/api/v1/service_accounts/:id/keys';
-const SA_ROLES_ENDPOINT = '*/api/v1/service_accounts/:id/roles';
 const ROLES_ENDPOINT = '*/api/v1/roles';
 
 const mockServiceAccountsAPI = [
@@ -18,7 +17,7 @@ const mockServiceAccountsAPI = [
 		id: 'sa-1',
 		name: 'CI Bot',
 		email: 'ci-bot@signoz.io',
-		roles: ['signoz-admin'],
+		serviceAccountRoles: [],
 		status: 'ACTIVE',
 		createdAt: 1700000000,
 		updatedAt: 1700000001,
@@ -27,7 +26,7 @@ const mockServiceAccountsAPI = [
 		id: 'sa-2',
 		name: 'Monitoring Agent',
 		email: 'monitor@signoz.io',
-		roles: ['signoz-viewer'],
+		serviceAccountRoles: [],
 		status: 'ACTIVE',
 		createdAt: 1700000002,
 		updatedAt: 1700000003,
@@ -36,7 +35,7 @@ const mockServiceAccountsAPI = [
 		id: 'sa-3',
 		name: 'Legacy Bot',
 		email: 'legacy@signoz.io',
-		roles: ['signoz-editor'],
+		serviceAccountRoles: [],
 		status: 'DISABLED',
 		createdAt: 1700000004,
 		updatedAt: 1700000005,
@@ -61,9 +60,6 @@ describe('ServiceAccountsSettings (integration)', () => {
 			rest.get(SA_KEYS_ENDPOINT, (_, res, ctx) =>
 				res(ctx.status(200), ctx.json({ data: [] })),
 			),
-			rest.get(SA_ROLES_ENDPOINT, (_, res, ctx) =>
-				res(ctx.status(200), ctx.json({ data: [] })),
-			),
 			rest.get(ROLES_ENDPOINT, (_, res, ctx) =>
 				res(ctx.status(200), ctx.json(listRolesSuccessResponse)),
 			),

frontend/src/container/TopNav/DateTimeSelectionV2/__tests__/DateTimeSelectionV2.edge-cases.test.tsx

@@ -10,7 +10,7 @@ import DateTimeSelection from '../index';
 import {
 	__resetSearchParamsGetter,
 	__setSearchParamsGetterForTest,
-} from '../utils/getUnstableCurrentSearchParams';
+} from 'utils/getUnstableCurrentSearchParams';
 import { queryClient, TestWrapper } from './testUtils';
 
 const mockSafeNavigate = jest.fn();

frontend/src/container/TopNav/DateTimeSelectionV2/__tests__/DateTimeSelectionV2.modal-mode.test.tsx

@@ -10,7 +10,7 @@ import DateTimeSelection from '../index';
 import {
 	__resetSearchParamsGetter,
 	__setSearchParamsGetterForTest,
-} from '../utils/getUnstableCurrentSearchParams';
+} from 'utils/getUnstableCurrentSearchParams';
 import { queryClient, TestWrapper } from './testUtils';
 
 const mockSafeNavigate = jest.fn();

frontend/src/container/TopNav/DateTimeSelectionV2/__tests__/DateTimeSelectionV2.regression.test.tsx

@@ -24,7 +24,7 @@ import DateTimeSelection from '../index';
 import {
 	__resetSearchParamsGetter,
 	__setSearchParamsGetterForTest,
-} from '../utils/getUnstableCurrentSearchParams';
+} from 'utils/getUnstableCurrentSearchParams';
 
 const queryClient = new QueryClient({
 	defaultOptions: {

frontend/src/container/TopNav/DateTimeSelectionV2/__tests__/DateTimeSelectionV2.routes.test.tsx

@@ -5,7 +5,7 @@ import DateTimeSelection from '../index';
 import {
 	__resetSearchParamsGetter,
 	__setSearchParamsGetterForTest,
-} from '../utils/getUnstableCurrentSearchParams';
+} from 'utils/getUnstableCurrentSearchParams';
 import { queryClient, TestWrapper } from './testUtils';
 
 const mockSafeNavigate = jest.fn();

frontend/src/container/TopNav/DateTimeSelectionV2/__tests__/DateTimeSelectionV2.time-selection.test.tsx

@@ -10,7 +10,7 @@ import DateTimeSelection from '../index';
 import {
 	__resetSearchParamsGetter,
 	__setSearchParamsGetterForTest,
-} from '../utils/getUnstableCurrentSearchParams';
+} from 'utils/getUnstableCurrentSearchParams';
 import { queryClient, TestWrapper, createMockMoment } from './testUtils';
 
 const mockSafeNavigate = jest.fn();

frontend/src/container/TopNav/DateTimeSelectionV2/index.tsx

@@ -54,7 +54,7 @@ import {
 	Time,
 	TimeRange,
 } from './types';
-import { getUnstableCurrentSearchParams } from './utils/getUnstableCurrentSearchParams';
+import { getUnstableCurrentSearchParams } from 'utils/getUnstableCurrentSearchParams';
 
 import './DateTimeSelectionV2.styles.scss';
 

frontend/src/hooks/serviceAccount/useServiceAccountRoleManager.ts

@@ -1,19 +1,23 @@
 import { useCallback, useMemo } from 'react';
-import { useQueryClient } from 'react-query';
 import {
-	getGetServiceAccountRolesQueryKey,
-	useCreateServiceAccountRoleDeprecated,
-	useDeleteServiceAccountRoleDeprecated,
-	useGetServiceAccountRoles,
+	useCreateServiceAccountRole,
+	useDeleteServiceAccountRole,
+	useGetServiceAccount,
 } from 'api/generated/services/serviceaccount';
-import type { AuthtypesGettableRoleDTO } from 'api/generated/services/sigNoz.schemas';
+import type {
+	AuthtypesGettableRoleDTO,
+	ServiceaccounttypesServiceAccountRoleDTO,
+} from 'api/generated/services/sigNoz.schemas';
 import { retryOn429 } from 'utils/errorUtils';
 
 const enum PromiseStatus {
-	Fulfilled = 'fulfilled',
 	Rejected = 'rejected',
 }
 
+// Stable identity so the memos below do not recompute on every render.
+const EMPTY_SERVICE_ACCOUNT_ROLES: ServiceaccounttypesServiceAccountRoleDTO[] =
+	[];
+
 export interface RoleUpdateFailure {
 	roleName: string;
 	error: unknown;
@@ -33,34 +37,40 @@ export function useServiceAccountRoleManager(
 	accountId: string,
 	options?: { enabled?: boolean },
 ): UseServiceAccountRoleManagerResult {
-	const queryClient = useQueryClient();
-
-	const { data, isLoading } = useGetServiceAccountRoles(
+	const { data, isLoading } = useGetServiceAccount(
 		{ id: accountId },
 		{ query: { enabled: options?.enabled ?? true } },
 	);
 
+	const serviceAccountRoles =
+		data?.data?.serviceAccountRoles ?? EMPTY_SERVICE_ACCOUNT_ROLES;
+
 	const currentRoles = useMemo<AuthtypesGettableRoleDTO[]>(
-		() => data?.data ?? [],
-		[data?.data],
+		() =>
+			serviceAccountRoles.map((serviceAccountRole) => serviceAccountRole.role),
+		[serviceAccountRoles],
+	);
+
+	// DELETE /api/v1/service_account_roles/{id} is keyed by the join row, not the role.
+	const assignmentIdByRoleId = useMemo(
+		() =>
+			new Map(
+				serviceAccountRoles.map((serviceAccountRole) => [
+					serviceAccountRole.roleId,
+					serviceAccountRole.id,
+				]),
+			),
+		[serviceAccountRoles],
 	);
 
 	// the retry for these mutations is safe due to being idempotent on backend
-	const { mutateAsync: createRole } = useCreateServiceAccountRoleDeprecated({
+	const { mutateAsync: createRole } = useCreateServiceAccountRole({
 		mutation: { retry: retryOn429 },
 	});
-	const { mutateAsync: deleteRole } = useDeleteServiceAccountRoleDeprecated({
+	const { mutateAsync: deleteRole } = useDeleteServiceAccountRole({
 		mutation: { retry: retryOn429 },
 	});
 
-	const invalidateRoles = useCallback(
-		() =>
-			queryClient.invalidateQueries(
-				getGetServiceAccountRolesQueryKey({ id: accountId }),
-			),
-		[accountId, queryClient],
-	);
-
 	const applyDiff = useCallback(
 		async (
 			localRoleIds: string[],
@@ -84,26 +94,34 @@ export function useServiceAccountRoleManager(
 				...addedRoles.map((role) => ({
 					role,
 					run: (): ReturnType<typeof createRole> =>
-						createRole({ pathParams: { id: accountId }, data: { id: role.id } }),
-				})),
-				...removedRoles.map((role) => ({
-					role,
-					run: (): ReturnType<typeof deleteRole> =>
-						deleteRole({ pathParams: { id: accountId, rid: role.id ?? '' } }),
+						createRole({
+							data: { serviceAccountId: accountId, roleId: role.id ?? '' },
+						}),
 				})),
+				...removedRoles
+					.map((role) => ({
+						role,
+						assignmentId: assignmentIdByRoleId.get(role.id ?? ''),
+					}))
+					.filter(
+						(
+							entry,
+						): entry is {
+							role: AuthtypesGettableRoleDTO;
+							assignmentId: string;
+						} => !!entry.assignmentId,
+					)
+					.map(({ role, assignmentId }) => ({
+						role,
+						run: (): ReturnType<typeof deleteRole> =>
+							deleteRole({ pathParams: { id: assignmentId } }),
+					})),
 			];
 
 			const results = await Promise.allSettled(
 				allOperations.map((op) => op.run()),
 			);
 
-			const successCount = results.filter(
-				(r) => r.status === PromiseStatus.Fulfilled,
-			).length;
-			if (successCount > 0) {
-				await invalidateRoles();
-			}
-
 			const failures: RoleUpdateFailure[] = [];
 			results.forEach((result, index) => {
 				if (result.status === PromiseStatus.Rejected) {
@@ -113,7 +131,6 @@ export function useServiceAccountRoleManager(
 						error: result.reason,
 						onRetry: async (): Promise<void> => {
 							await run();
-							await invalidateRoles();
 						},
 					});
 				}
@@ -121,7 +138,7 @@ export function useServiceAccountRoleManager(
 
 			return failures;
 		},
-		[accountId, currentRoles, createRole, deleteRole, invalidateRoles],
+		[accountId, currentRoles, assignmentIdByRoleId, createRole, deleteRole],
 	);
 
 	return {

frontend/src/pages/DashboardPageV2/DashboardContainer/DashboardPageToolbar/DashboardActions/DashboardActions.tsx

@@ -189,7 +189,8 @@ function DashboardActions({
 				onClick: (): void => void handleClone(),
 			});
 		}
-		if (isAuthor || user.role === USER_ROLES.ADMIN) {
+
+		if (canEditDashboard && (isAuthor || user.role === USER_ROLES.ADMIN)) {
 			dashboardGroup.push({
 				key: 'lock',
 				label: isDashboardLocked ? 'Unlock dashboard' : 'Lock dashboard',

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/__tests__/useViewPanel.addons.test.tsx

@@ -46,23 +46,11 @@ beforeAll(() => {
 });
 
 // jest.config maps the real hook to a no-op mock; this suite needs real navigation.
-jest.mock('hooks/useSafeNavigate', () => {
-	const { useHistory } = jest.requireActual('react-router-dom');
-	return {
-		useSafeNavigate: (): unknown => {
-			const history = useHistory();
-			return {
-				safeNavigate: (to: string, opts?: { replace?: boolean }): void => {
-					if (opts?.replace) {
-						history.replace(to);
-					} else {
-						history.push(to);
-					}
-				},
-			};
-		},
-	};
-});
+jest.mock('hooks/useSafeNavigate', () =>
+	jest
+		.requireActual('tests/browser-history-safe-navigate')
+		.createBrowserHistorySafeNavigateMock(),
+);
 
 jest.mock('api/querySuggestions/getKeySuggestions', () => ({
 	getKeySuggestions: jest
@@ -204,9 +192,12 @@ function Harness(): JSX.Element {
 	);
 }
 
+const INITIAL_ROUTE = '/dashboard/dash-1';
+
 const renderHarness = (): void => {
+	window.history.replaceState(null, '', INITIAL_ROUTE);
 	render(
-		<MemoryRouter initialEntries={['/dashboard/dash-1']}>
+		<MemoryRouter initialEntries={[INITIAL_ROUTE]}>
 			<CompatRouter>
 				<QueryClientProvider client={new QueryClient()}>
 					<ReduxProvider store={configureStore([])(appStore.getState())}>

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/__tests__/useViewPanel.promql.test.tsx

@@ -16,23 +16,11 @@ import ViewPanelModal from '../ViewPanelModal/ViewPanelModal';
 import { useViewPanel } from '../hooks/useViewPanel';
 
 // jest.config maps the real hook to a no-op mock; this suite needs real navigation.
-jest.mock('hooks/useSafeNavigate', () => {
-	const { useHistory } = jest.requireActual('react-router-dom');
-	return {
-		useSafeNavigate: (): unknown => {
-			const history = useHistory();
-			return {
-				safeNavigate: (to: string, opts?: { replace?: boolean }): void => {
-					if (opts?.replace) {
-						history.replace(to);
-					} else {
-						history.push(to);
-					}
-				},
-			};
-		},
-	};
-});
+jest.mock('hooks/useSafeNavigate', () =>
+	jest
+		.requireActual('tests/browser-history-safe-navigate')
+		.createBrowserHistorySafeNavigateMock(),
+);
 
 jest.mock(
 	'pages/DashboardPageV2/DashboardContainer/hooks/usePanelQuery',
@@ -150,9 +138,12 @@ function Harness(): JSX.Element {
 	);
 }
 
+const INITIAL_ROUTE = '/dashboard/dash-1';
+
 const renderHarness = (): void => {
+	window.history.replaceState(null, '', INITIAL_ROUTE);
 	render(
-		<MemoryRouter initialEntries={['/dashboard/dash-1']}>
+		<MemoryRouter initialEntries={[INITIAL_ROUTE]}>
 			<CompatRouter>
 				<QueryClientProvider client={new QueryClient()}>
 					<ReduxProvider store={configureStore([])(appStore.getState())}>

frontend/src/pages/DashboardPageV2/DashboardContainer/PanelsAndSectionsLayout/Panel/__tests__/useViewPanel.test.tsx

@@ -14,23 +14,11 @@ import { useViewPanelMode } from '../ViewPanelModal/useViewPanelMode';
 import { useViewPanel } from '../hooks/useViewPanel';
 
 // jest.config maps the real hook to a no-op mock; this suite needs real navigation.
-jest.mock('hooks/useSafeNavigate', () => {
-	const { useHistory } = jest.requireActual('react-router-dom');
-	return {
-		useSafeNavigate: (): unknown => {
-			const history = useHistory();
-			return {
-				safeNavigate: (to: string, opts?: { replace?: boolean }): void => {
-					if (opts?.replace) {
-						history.replace(to);
-					} else {
-						history.push(to);
-					}
-				},
-			};
-		},
-	};
-});
+jest.mock('hooks/useSafeNavigate', () =>
+	jest
+		.requireActual('tests/browser-history-safe-navigate')
+		.createBrowserHistorySafeNavigateMock(),
+);
 
 jest.mock(
 	'pages/DashboardPageV2/DashboardContainer/hooks/usePanelQuery',
@@ -184,9 +172,12 @@ function Harness(): JSX.Element {
 	);
 }
 
+const INITIAL_ROUTE = '/dashboard/dash-1';
+
 const renderHarness = (): void => {
+	window.history.replaceState(null, '', INITIAL_ROUTE);
 	render(
-		<MemoryRouter initialEntries={['/dashboard/dash-1']}>
+		<MemoryRouter initialEntries={[INITIAL_ROUTE]}>
 			<CompatRouter>
 				<QueryBuilderProvider>
 					<Harness />

frontend/src/pages/DashboardPageV2/DashboardContainer/index.tsx

@@ -19,11 +19,20 @@ import { resolveDashboardImage } from 'pages/DashboardPageV2/DashboardContainer/
 interface DashboardContainerProps {
 	dashboard: DashboardtypesGettableDashboardV2DTO;
 	refetch: () => void;
+	/**
+	 * @deprecated
+	 * `canEditDashboardOverride` is a temporary solution to allow the dashboard to be view only.
+	 * This is only used for LLM Observability.
+	 * It will be removed in the future.
+	 *  TODO: @Ashwin / @Abhi — remove when the final solution is implemented.
+	 */
+	canEditDashboardOverride?: boolean;
 }
 
 function DashboardContainer({
 	dashboard,
 	refetch,
+	canEditDashboardOverride,
 }: DashboardContainerProps): JSX.Element {
 	const spec = dashboard.spec;
 	const image = resolveDashboardImage(dashboard.image);
@@ -45,10 +54,11 @@ function DashboardContainer({
 	// Seed during render (not an effect) so the first Panel render already sees the id —
 	// useDashboardFetchRequired throws on a missing id. setEditContext self-guards.
 	const setEditContext = useDashboardStore((s) => s.setEditContext);
+
 	setEditContext({
 		dashboardId: dashboard.id,
 		isLocked,
-		canEditDashboard,
+		canEditDashboard: canEditDashboardOverride ?? canEditDashboard,
 		refetch,
 	});
 

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

@@ -690,7 +690,7 @@ function Success(props: ISuccessProps): JSX.Element {
 				urlQuery.set('spanId', span?.span_id);
 			}
 
-			safeNavigate({ search: urlQuery.toString() });
+			safeNavigate({ search: urlQuery.toString() }, { replace: true });
 		},
 		[setSelectedSpan, urlQuery, safeNavigate],
 	);

frontend/src/pages/TraceDetailsV3/TraceWaterfall/TraceWaterfallStates/Success/__tests__/UnifiedSpanClick.test.tsx

@@ -260,11 +260,13 @@ describe('Span Click User Flows', () => {
 		) as HTMLElement;
 		await user.click(spanElement);
 
-		// Verify URL was updated with spanId
 		expect(mockUrlQuery.get('spanId')).toBe('span-1');
-		expect(mockSafeNavigate).toHaveBeenCalledWith({
-			search: expect.stringContaining('spanId=span-1'),
-		});
+		expect(mockSafeNavigate).toHaveBeenCalledWith(
+			{
+				search: expect.stringContaining('spanId=span-1'),
+			},
+			{ replace: true },
+		);
 	});
 
 	it('clicking span duration visually selects the span', async () => {
@@ -430,10 +432,13 @@ describe('Span Click User Flows', () => {
 		expect(mockUrlQuery.get('anotherParam')).toBe('anotherValue');
 		expect(mockUrlQuery.get('spanId')).toBe('span-1');
 
-		expect(mockSafeNavigate).toHaveBeenCalledWith({
-			search: expect.stringMatching(
-				/existingParam=existingValue.*anotherParam=anotherValue.*spanId=span-1/,
-			),
-		});
+		expect(mockSafeNavigate).toHaveBeenCalledWith(
+			{
+				search: expect.stringMatching(
+					/existingParam=existingValue.*anotherParam=anotherValue.*spanId=span-1/,
+				),
+			},
+			{ replace: true },
+		);
 	});
 });

frontend/src/pages/TraceDetailsV3/index.tsx

@@ -80,7 +80,7 @@ function TraceDetailsV3(): JSX.Element {
 
 	const handleSpanDetailsClose = useCallback((): void => {
 		urlQuery.delete('spanId');
-		safeNavigate({ search: urlQuery.toString() });
+		safeNavigate({ search: urlQuery.toString() }, { replace: true });
 	}, [urlQuery, safeNavigate]);
 
 	const handleFilteredSpansChange = useCallback(

frontend/src/periscope/components/DataViewer/DataViewer.tsx

@@ -1,4 +1,4 @@
-import { useMemo, useState } from 'react';
+import { CSSProperties, useMemo, useState } from 'react';
 import { ToggleGroupSimple } from '@signozhq/ui/toggle-group';
 import logEvent from 'api/common/logEvent';
 import CopyButton from 'periscope/components/CopyButton/CopyButton';
@@ -24,16 +24,23 @@ export interface DataViewerProps {
 	data: Record<string, any>;
 	drawerKey?: string;
 	prettyViewProps?: Omit<PrettyViewProps, 'data' | 'drawerKey'>;
+	// Optional override for the JSON view otherwise `data` is
+	// stringified and used.
+	jsonString?: string;
+	fontSize?: number;
 }
 
 function DataViewer({
 	data,
 	drawerKey = 'default',
 	prettyViewProps,
+	jsonString,
+	fontSize,
 }: DataViewerProps): JSX.Element {
 	const [viewMode, setViewMode] = useState<ViewMode>(ViewMode.Pretty);
 
-	const jsonString = useMemo(() => JSON.stringify(data, null, 2), [data]);
+	const derivedJson = useMemo(() => JSON.stringify(data, null, 2), [data]);
+	const json = jsonString ?? derivedJson;
 
 	const handleViewModeChange = (value: string): void => {
 		const next = value as ViewMode;
@@ -55,7 +62,14 @@ function DataViewer({
 	};
 
 	return (
-		<div className="data-viewer">
+		<div
+			className="data-viewer"
+			style={
+				fontSize
+					? ({ '--data-viewer-font-size': `${fontSize}px` } as CSSProperties)
+					: undefined
+			}
+		>
 			<div className="data-viewer__toolbar">
 				<ToggleGroupSimple
 					type="single"
@@ -65,14 +79,14 @@ function DataViewer({
 					items={VIEW_MODE_OPTIONS}
 					testId="data-viewer-view-mode"
 				/>
-				<CopyButton value={jsonString} ariaLabel="Copy JSON" />
+				<CopyButton value={json} ariaLabel="Copy JSON" />
 			</div>
 
 			<div className="data-viewer__content">
 				{viewMode === ViewMode.Pretty && (
 					<PrettyView data={data} drawerKey={drawerKey} {...prettyViewProps} />
 				)}
-				{viewMode === ViewMode.Json && <JsonView data={jsonString} />}
+				{viewMode === ViewMode.Json && <JsonView data={json} fontSize={fontSize} />}
 			</div>
 		</div>
 	);

frontend/src/periscope/components/JsonView/JsonView.tsx

@@ -10,6 +10,7 @@ import './JsonView.styles.scss';
 export interface JsonViewProps {
 	data: string;
 	height?: string;
+	fontSize?: number;
 }
 
 const editorOptions: EditorProps['options'] = {
@@ -56,7 +57,11 @@ function setEditorTheme(monaco: Monaco): void {
 	});
 }
 
-function JsonView({ data, height = '575px' }: JsonViewProps): JSX.Element {
+function JsonView({
+	data,
+	height = '575px',
+	fontSize = 12,
+}: JsonViewProps): JSX.Element {
 	const [isWrapWord, setIsWrapWord] = useState(true);
 	const isDarkMode = useIsDarkMode();
 
@@ -65,7 +70,11 @@ function JsonView({ data, height = '575px' }: JsonViewProps): JSX.Element {
 			<MEditor
 				value={data}
 				language="json"
-				options={{ ...editorOptions, wordWrap: isWrapWord ? 'on' : 'off' }}
+				options={{
+					...editorOptions,
+					fontSize,
+					wordWrap: isWrapWord ? 'on' : 'off',
+				}}
 				onChange={(): void => {}}
 				height={height}
 				theme={isDarkMode ? 'signoz-dark' : 'light'}

frontend/src/periscope/components/PrettyView/PrettyView.styles.scss

@@ -17,7 +17,7 @@
 		border-bottom: 1px solid var(--l2-border) !important;
 		border-radius: 0 !important;
 		font-family: 'SF Mono', 'Geist Mono', 'Fira Code', monospace !important;
-		font-size: 12px !important;
+		font-size: var(--data-viewer-font-size, 12px) !important;
 		line-height: 18px !important;
 		background: var(--l1-background) !important;
 		outline: none !important;
@@ -33,7 +33,7 @@
 
 	// Font spec: SF Mono, 12px, 400, 18px line-height, -0.5% letter-spacing
 	font-family: 'SF Mono', 'Geist Mono', 'Fira Code', monospace;
-	font-size: 12px;
+	font-size: var(--data-viewer-font-size, 12px);
 	font-weight: 400;
 	line-height: 18px;
 	letter-spacing: -0.06px;
@@ -77,6 +77,17 @@
 		margin-right: 16px;
 	}
 
+	// Pin the caret to the leaf padding-left (1.25em) so nested keys align with leaf
+	// keys at every depth; inline-flex centers the glyph on the text line.
+	&__arrow {
+		box-sizing: border-box !important;
+		width: 1.25em !important;
+		padding-right: 0 !important;
+		display: inline-flex !important;
+		align-items: center !important;
+		height: 18px; // match the row line-height so the caret centers on the text
+	}
+
 	// Leaf node row — full-width hover highlight
 	&__row {
 		display: flex !important;
@@ -84,6 +95,11 @@
 		position: relative;
 		isolation: isolate; // own stacking context so ::before sits behind content, not the panel bg
 
+		// react-json-tree indents leaf values with a depth-dependent padding-left
+		// (2.125em when nested vs 1.25em at top); we indent via `ul`, so pin it flat
+		// to keep leaf and nested keys aligned at every depth.
+		padding-left: 1.25em !important;
+
 		// Keep actions visible on hover, or while this row's menu is open
 		&:hover .pretty-view__actions,
 		&:has(> span [data-state='open']) .pretty-view__actions {
@@ -175,6 +191,13 @@
 	&__row &__value-row {
 		justify-content: space-between;
 		width: 100%;
+		// Anchor the ... to the top of the value (not centered in a tall value)
+		align-items: flex-start;
+
+		.pretty-view__actions {
+			position: sticky;
+			top: 4px;
+		}
 	}
 
 	// ... actions button — hidden by default, shown on row hover

frontend/src/periscope/components/PrettyView/PrettyView.tsx

@@ -67,6 +67,15 @@ export interface PrettyViewProps {
 	 */
 	pinnedFieldsValue?: string[];
 	onPinnedFieldsChange?: (next: string[]) => void;
+	/**
+	 * Optional per-leaf value renderer. Return a node to override the default
+	 * `String(value)` rendering for that leaf, or `undefined` to fall back. Used
+	 * e.g. to sanitize/format log body values (ANSI → color, unescape).
+	 */
+	renderLeafValue?: (
+		value: unknown,
+		keyPath: readonly (string | number)[],
+	) => React.ReactNode | undefined;
 }
 
 function PrettyView({
@@ -78,6 +87,7 @@ function PrettyView({
 	drawerKey = 'default',
 	pinnedFieldsValue,
 	onPinnedFieldsChange,
+	renderLeafValue,
 }: PrettyViewProps): JSX.Element {
 	const isDarkMode = useIsDarkMode();
 	const [, setCopy] = useCopyToClipboard();
@@ -233,7 +243,9 @@ function PrettyView({
 					>
 						<span
 							className="pretty-view__actions"
-							onClick={(e): void => e.stopPropagation()}
+							onClick={(e): void => {
+								e.stopPropagation();
+							}}
 							role="button"
 							tabIndex={0}
 						>
@@ -278,15 +290,16 @@ function PrettyView({
 			...keyPath: KeyPath
 		): React.ReactNode => {
 			const forwardPath = keyPathToForward(keyPath);
+			const custom = renderLeafValue?.(value, keyPath);
 			return renderWithActions({
-				content: String(valueAsString),
+				content: custom ?? String(valueAsString),
 				fieldKey: keyPathToDisplayString(keyPath),
 				fieldKeyPath: forwardPath,
 				value,
 				isNested: typeof value === 'object' && value !== null,
 			});
 		},
-		[renderWithActions],
+		[renderWithActions, renderLeafValue],
 	);
 
 	const pinnedLabelRenderer = useCallback(

frontend/src/periscope/components/PrettyView/constants.ts

@@ -59,4 +59,12 @@ export const themeExtension = {
 		style: { ...style },
 		className: 'pretty-view__nested-row',
 	}),
+	arrowContainer: (
+		{ style }: { style: Record<string, unknown> },
+		arrowStyle: string,
+	): { style: Record<string, unknown>; className?: string } => ({
+		style: { ...style },
+		// Only pin the single caret's width (for key alignment).
+		className: arrowStyle === 'double' ? undefined : 'pretty-view__arrow',
+	}),
 };

frontend/src/providers/QueryBuilder.tsx

@@ -37,7 +37,6 @@ import { OptionsQuery } from 'container/OptionsMenu/types';
 import { useGetCompositeQueryParam } from 'hooks/queryBuilder/useGetCompositeQueryParam';
 import { updateStepInterval } from 'hooks/queryBuilder/useStepInterval';
 import { useSafeNavigate } from 'hooks/useSafeNavigate';
-import useUrlQuery from 'hooks/useUrlQuery';
 import { createIdFromObjectFields } from 'lib/createIdFromObjectFields';
 import { createNewBuilderItemName } from 'lib/newQueryBuilder/createNewBuilderItemName';
 import { getOperatorsBySourceAndPanelType } from 'lib/newQueryBuilder/getOperatorsBySourceAndPanelType';
@@ -66,6 +65,7 @@ import {
 } from 'types/common/queryBuilder';
 import { sanitizeOrderByForExplorer } from 'utils/sanitizeOrderBy';
 import { v4 as uuid } from 'uuid';
+import { getUnstableCurrentSearchParams } from 'utils/getUnstableCurrentSearchParams';
 
 export const QueryBuilderContext = createContext<QueryBuilderContextType>({
 	currentQuery: initialQueriesMap.metrics,
@@ -105,7 +105,6 @@ export const QueryBuilderContext = createContext<QueryBuilderContextType>({
 export function QueryBuilderProvider({
 	children,
 }: PropsWithChildren): JSX.Element {
-	const urlQuery = useUrlQuery();
 	const location = useLocation();
 
 	const currentPathnameRef = useRef<string | null>(location.pathname);
@@ -122,7 +121,7 @@ export function QueryBuilderProvider({
 		null,
 	);
 
-	const panelTypeQueryParams = urlQuery.get(
+	const panelTypeQueryParams = getUnstableCurrentSearchParams().get(
 		QueryParams.panelTypes,
 	) as PANEL_TYPES | null;
 
@@ -976,6 +975,7 @@ export function QueryBuilderProvider({
 				unit: query.unit || initialQueryState.unit,
 			};
 
+			const urlQuery = getUnstableCurrentSearchParams();
 			const pagination = urlQuery.get(QueryParams.pagination);
 
 			if (pagination) {
@@ -1014,7 +1014,7 @@ export function QueryBuilderProvider({
 
 			safeNavigate(generatedUrl, { newTab });
 		},
-		[location.pathname, safeNavigate, urlQuery],
+		[location.pathname, safeNavigate],
 	);
 
 	const handleSetConfig = useCallback(

frontend/src/tests/browser-history-safe-navigate.ts

@@ -0,0 +1,54 @@
+// Mock factory for suites that need `useSafeNavigate` to navigate for real.
+//
+// `jest.config.ts` maps every `hooks/useSafeNavigate` import to the no-op
+// `__tests__/safeNavigateMock.ts`, so a suite that drives navigation has to opt
+// out with its own `jest.mock`.
+//
+// In production `safeNavigate` goes through `createBrowserHistory`, which writes
+// `window.location` as well as notifying the router. `MemoryRouter` never touches
+// `window`, so anything reading `getUnstableCurrentSearchParams()` sees an empty
+// search and drops the params the test just navigated with. This mock writes both.
+//
+// The `jest.mock` factory is hoisted above imports, so require it inside:
+//
+//   jest.mock('hooks/useSafeNavigate', () =>
+//     jest
+//       .requireActual('tests/browser-history-safe-navigate')
+//       .createBrowserHistorySafeNavigateMock(),
+//   );
+
+import type { History } from 'history';
+
+interface SafeNavigateOptions {
+	replace?: boolean;
+}
+
+interface UseSafeNavigateModule {
+	useSafeNavigate: () => {
+		safeNavigate: (to: string, options?: SafeNavigateOptions) => void;
+	};
+}
+
+export function createBrowserHistorySafeNavigateMock(): UseSafeNavigateModule {
+	const { useHistory } = jest.requireActual<{ useHistory: () => History }>(
+		'react-router-dom',
+	);
+
+	return {
+		useSafeNavigate: () => {
+			const history = useHistory();
+
+			return {
+				safeNavigate: (to: string, options?: SafeNavigateOptions): void => {
+					if (options?.replace) {
+						window.history.replaceState(null, '', to);
+						history.replace(to);
+					} else {
+						window.history.pushState(null, '', to);
+						history.push(to);
+					}
+				},
+			};
+		},
+	};
+}

frontend/src/types/api/logs/log.ts

@@ -29,6 +29,7 @@ type OmitAttributesResources = Pick<
 	ILog,
 	Exclude<
 		keyof ILog,
+		| 'date'
 		| 'resources_string'
 		| 'scope_string'
 		| 'attributesString'
@@ -40,6 +41,6 @@ type OmitAttributesResources = Pick<
 
 export type ILogAggregateAttributesResources = OmitAttributesResources & {
 	attributes: Record<string, never>;
-	resources: Record<string, never>;
+	resource: Record<string, never>;
 	scope: Record<string, never>;
 };

pkg/alertmanager/alertmanagernotify/googlechat/googlechat.go

@@ -7,7 +7,6 @@ import (
 	"fmt"
 	"log/slog"
 	"net/http"
-	"net/url"
 	"unicode/utf8"
 
 	"github.com/SigNoz/signoz/pkg/alertmanager/alertmanagertemplate"
@@ -186,18 +185,7 @@ func (n *Notifier) Notify(ctx context.Context, alerts ...*types.Alert) (bool, er
 		}
 	}
 
-	// Thread same-rule alerts together: threadKey is a stable hash of the
-	// alert group key. Changing a rule's grouping starts a new thread.
-	u, err := url.Parse(n.conf.WebhookURL.String())
-	if err != nil {
-		return false, errors.WrapInternalf(err, errors.CodeInternal, "parse google chat webhook url")
-	}
-	q := u.Query()
-	q.Set("threadKey", key.Hash())
-	q.Set("messageReplyOption", "REPLY_MESSAGE_FALLBACK_TO_NEW_THREAD")
-	u.RawQuery = q.Encode()
-
-	resp, err := notify.PostJSON(ctx, n.client, u.String(), buf) //nolint:bodyclose
+	resp, err := notify.PostJSON(ctx, n.client, n.conf.WebhookURL.String(), buf) //nolint:bodyclose
 	if err != nil {
 		return true, notify.RedactURL(err)
 	}

pkg/alertmanager/alertmanagernotify/googlechat/googlechat_test.go

@@ -245,7 +245,7 @@ func TestGoogleChatMessageSizeLimit(t *testing.T) {
 	assert.LessOrEqual(t, bodyLen, maxMessageBytes, "posted body must be within the size limit")
 }
 
-func TestGoogleChatThreading(t *testing.T) {
+func TestGoogleChatWebhookURLVerbatim(t *testing.T) {
 	var query url.Values
 	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		query = r.URL.Query()
@@ -253,25 +253,11 @@ func TestGoogleChatThreading(t *testing.T) {
 	}))
 	defer server.Close()
 
-	cases := []struct{ name, groupKey string }{
-		{"rule a", "{ruleId=\"aaa\"}"},
-		{"rule b", "{ruleId=\"bbb\"}"},
-	}
-	seen := map[string]string{}
-	for _, c := range cases {
-		t.Run(c.name, func(t *testing.T) {
-			n := newTestNotifier(t, server.URL, "T", "")
-			ctx := notify.WithGroupKey(context.Background(), c.groupKey)
-			_, err := n.Notify(ctx, newTestAlerts("X")...)
-			require.NoError(t, err)
+	n := newTestNotifier(t, server.URL+"?key=abc&token=xyz", "T", "")
+	_, err := n.Notify(newTestContext(), newTestAlerts("X")...)
+	require.NoError(t, err)
 
-			assert.Equal(t, "REPLY_MESSAGE_FALLBACK_TO_NEW_THREAD", query.Get("messageReplyOption"))
-			threadKey := query.Get("threadKey")
-			assert.Equal(t, notify.Key(c.groupKey).Hash(), threadKey, "threadKey must be the group key hash")
-			seen[c.name] = threadKey
-		})
-	}
-	assert.NotEqual(t, seen["rule a"], seen["rule b"], "distinct group keys must yield distinct threadKeys")
+	assert.Equal(t, url.Values{"key": {"abc"}, "token": {"xyz"}}, query, "configured webhook URL must be posted verbatim, with no params added")
 }
 
 func TestGoogleChatCustomTemplateMarkdown(t *testing.T) {

pkg/apiserver/signozapiserver/aiobservability.go

@@ -0,0 +1,51 @@
+package signozapiserver
+
+import (
+	"net/http"
+
+	"github.com/SigNoz/signoz/pkg/http/handler"
+	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/gorilla/mux"
+)
+
+func (provider *provider) addAIObservabilityRoutes(router *mux.Router) error {
+	if err := router.Handle("/api/v1/ai_observability/fields/keys", handler.New(provider.authzMiddleware.ViewAccess(provider.aiObservabilityHandler.GetFieldsKeys), handler.OpenAPIDef{
+		ID:                  "GetAIObservabilityFieldsKeys",
+		Tags:                []string{"ai_observability"},
+		Summary:             "Get AI observability field keys",
+		Description:         "This endpoint returns the field keys the AI observability explorer can filter on, including the computed per-trace aggregates",
+		Request:             nil,
+		RequestQuery:        new(aiobservabilitytypes.PostableFieldKeysParams),
+		RequestContentType:  "",
+		Response:            new(telemetrytypes.GettableFieldKeys),
+		ResponseContentType: "application/json",
+		SuccessStatusCode:   http.StatusOK,
+		ErrorStatusCodes:    []int{},
+		Deprecated:          false,
+		SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+	})).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	if err := router.Handle("/api/v1/ai_observability/fields/values", handler.New(provider.authzMiddleware.ViewAccess(provider.aiObservabilityHandler.GetFieldsValues), handler.OpenAPIDef{
+		ID:                  "GetAIObservabilityFieldsValues",
+		Tags:                []string{"ai_observability"},
+		Summary:             "Get AI observability field values",
+		Description:         "This endpoint returns the values the AI observability explorer can filter a field key on",
+		Request:             nil,
+		RequestQuery:        new(aiobservabilitytypes.PostableFieldValueParams),
+		RequestContentType:  "",
+		Response:            new(telemetrytypes.GettableFieldValues),
+		ResponseContentType: "application/json",
+		SuccessStatusCode:   http.StatusOK,
+		ErrorStatusCodes:    []int{},
+		Deprecated:          false,
+		SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
+	})).Methods(http.MethodGet).GetError(); err != nil {
+		return err
+	}
+
+	return nil
+}

pkg/apiserver/signozapiserver/provider.go

@@ -12,6 +12,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/global"
 	"github.com/SigNoz/signoz/pkg/http/handler"
 	"github.com/SigNoz/signoz/pkg/http/middleware"
+	"github.com/SigNoz/signoz/pkg/modules/aiobservability"
 	"github.com/SigNoz/signoz/pkg/modules/authdomain"
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
@@ -61,6 +62,7 @@ type provider struct {
 	infraMonitoringHandler     inframonitoring.Handler
 	gatewayHandler             gateway.Handler
 	fieldsHandler              fields.Handler
+	aiObservabilityHandler     aiobservability.Handler
 	authzHandler               authz.Handler
 	rawDataExportHandler       rawdataexport.Handler
 	zeusHandler                zeus.Handler
@@ -97,6 +99,7 @@ func NewFactory(
 	infraMonitoringHandler inframonitoring.Handler,
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
+	aiObservabilityHandler aiobservability.Handler,
 	authzHandler authz.Handler,
 	rawDataExportHandler rawdataexport.Handler,
 	zeusHandler zeus.Handler,
@@ -136,6 +139,7 @@ func NewFactory(
 			infraMonitoringHandler,
 			gatewayHandler,
 			fieldsHandler,
+			aiObservabilityHandler,
 			authzHandler,
 			rawDataExportHandler,
 			zeusHandler,
@@ -177,6 +181,7 @@ func newProvider(
 	infraMonitoringHandler inframonitoring.Handler,
 	gatewayHandler gateway.Handler,
 	fieldsHandler fields.Handler,
+	aiObservabilityHandler aiobservability.Handler,
 	authzHandler authz.Handler,
 	rawDataExportHandler rawdataexport.Handler,
 	zeusHandler zeus.Handler,
@@ -217,6 +222,7 @@ func newProvider(
 		infraMonitoringHandler:     infraMonitoringHandler,
 		gatewayHandler:             gatewayHandler,
 		fieldsHandler:              fieldsHandler,
+		aiObservabilityHandler:     aiObservabilityHandler,
 		authzHandler:               authzHandler,
 		rawDataExportHandler:       rawDataExportHandler,
 		zeusHandler:                zeusHandler,
@@ -313,6 +319,10 @@ func (provider *provider) AddToRouter(router *mux.Router) error {
 		return err
 	}
 
+	if err := provider.addAIObservabilityRoutes(router); err != nil {
+		return err
+	}
+
 	if err := provider.addRawDataExportRoutes(router); err != nil {
 		return err
 	}

pkg/flagger/registry.go

@@ -3,16 +3,17 @@ package flagger
 import "github.com/SigNoz/signoz/pkg/types/featuretypes"
 
 var (
-	FeatureUseSpanMetrics         = featuretypes.MustNewName("use_span_metrics")
-	FeatureKafkaSpanEval          = featuretypes.MustNewName("kafka_span_eval")
-	FeatureHideRootUser           = featuretypes.MustNewName("hide_root_user")
-	FeatureGetMetersFromZeus      = featuretypes.MustNewName("get_meters_from_zeus")
-	FeaturePutMetersInZeus        = featuretypes.MustNewName("put_meters_in_zeus")
-	FeatureUseMeterReporter       = featuretypes.MustNewName("use_meter_reporter")
-	FeatureUseJSONBody            = featuretypes.MustNewName("use_json_body")
-	FeatureEnableAIObservability  = featuretypes.MustNewName("enable_ai_observability")
-	FeatureEnableMetricsReduction = featuretypes.MustNewName("enable_metrics_reduction")
+	FeatureUseSpanMetrics            = featuretypes.MustNewName("use_span_metrics")
+	FeatureKafkaSpanEval             = featuretypes.MustNewName("kafka_span_eval")
+	FeatureHideRootUser              = featuretypes.MustNewName("hide_root_user")
+	FeatureGetMetersFromZeus         = featuretypes.MustNewName("get_meters_from_zeus")
+	FeaturePutMetersInZeus           = featuretypes.MustNewName("put_meters_in_zeus")
+	FeatureUseMeterReporter          = featuretypes.MustNewName("use_meter_reporter")
+	FeatureUseJSONBody               = featuretypes.MustNewName("use_json_body")
+	FeatureEnableAIObservability     = featuretypes.MustNewName("enable_ai_observability")
+	FeatureEnableMetricsReduction    = featuretypes.MustNewName("enable_metrics_reduction")
 	FeatureUsePrometheusClickhouseV2 = featuretypes.MustNewName("use_prometheus_clickhouse_v2")
+	FeatureResolveSemconvFamilies    = featuretypes.MustNewName("resolve_semconv_families")
 )
 
 func MustNewRegistry() featuretypes.Registry {
@@ -97,6 +98,14 @@ func MustNewRegistry() featuretypes.Registry {
 			DefaultVariant: featuretypes.MustNewName("disabled"),
 			Variants:       featuretypes.NewBooleanVariants(),
 		},
+		&featuretypes.Feature{
+			Name:           FeatureResolveSemconvFamilies,
+			Kind:           featuretypes.KindBoolean,
+			Stage:          featuretypes.StageExperimental,
+			Description:    "Controls whether trace queries resolve a semantic-convention name to all the spellings of its family",
+			DefaultVariant: featuretypes.MustNewName("disabled"),
+			Variants:       featuretypes.NewBooleanVariants(),
+		},
 	)
 	if err != nil {
 		panic(err)

pkg/modules/aiobservability/handler.go

@@ -0,0 +1,11 @@
+package aiobservability
+
+import "net/http"
+
+type Handler interface {
+	// Gets the fields keys the AI observability explorer can filter on
+	GetFieldsKeys(http.ResponseWriter, *http.Request)
+
+	// Gets the values the AI observability explorer can filter a field key on
+	GetFieldsValues(http.ResponseWriter, *http.Request)
+}

pkg/modules/aiobservability/implaiobservability/handler.go

@@ -0,0 +1,105 @@
+package implaiobservability
+
+import (
+	"context"
+	"net/http"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/http/binding"
+	"github.com/SigNoz/signoz/pkg/http/render"
+	"github.com/SigNoz/signoz/pkg/modules/aiobservability"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/aitelemetryschema"
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
+	"github.com/SigNoz/signoz/pkg/types/authtypes"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+type handler struct {
+	telemetryMetadataStore telemetrytypes.MetadataStore
+}
+
+func NewHandler(telemetryMetadataStore telemetrytypes.MetadataStore) aiobservability.Handler {
+	return &handler{
+		telemetryMetadataStore: telemetryMetadataStore,
+	}
+}
+
+func (handler *handler) GetFieldsKeys(rw http.ResponseWriter, req *http.Request) {
+	ctx, cancel := context.WithTimeout(req.Context(), 10*time.Second)
+	defer cancel()
+
+	var params aiobservabilitytypes.PostableFieldKeysParams
+	if err := binding.Query.BindQuery(req.URL.Query(), &params); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+	orgID := valuer.MustNewUUID(claims.OrgID)
+
+	fieldKeySelector := aiobservabilitytypes.NewFieldKeySelectorFromPostableFieldKeysParams(params)
+
+	keys := make(map[string][]*telemetrytypes.TelemetryFieldKey)
+	complete := true
+	// the trace context names the computed per-trace aggregates, which no scan can serve
+	if fieldKeySelector.FieldContext != telemetrytypes.FieldContextTrace {
+		keys, complete, err = handler.telemetryMetadataStore.GetKeys(ctx, orgID, fieldKeySelector)
+		if err != nil {
+			render.Error(rw, err)
+			return
+		}
+	}
+
+	render.Success(rw, http.StatusOK, &telemetrytypes.GettableFieldKeys{
+		Keys:     aitelemetryschema.FieldKeys(keys, fieldKeySelector),
+		Complete: complete,
+	})
+}
+
+func (handler *handler) GetFieldsValues(rw http.ResponseWriter, req *http.Request) {
+	ctx, cancel := context.WithTimeout(req.Context(), 10*time.Second)
+	defer cancel()
+
+	// binding ignores query params the struct does not declare, so an unsupported
+	// existingQuery would silently return values it did not narrow
+	if req.URL.Query().Has("existingQuery") {
+		render.Error(rw, errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "existingQuery is not supported"))
+		return
+	}
+
+	var params aiobservabilitytypes.PostableFieldValueParams
+	if err := binding.Query.BindQuery(req.URL.Query(), &params); err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	claims, err := authtypes.ClaimsFromContext(ctx)
+	if err != nil {
+		render.Error(rw, err)
+		return
+	}
+
+	fieldValueSelector := aiobservabilitytypes.NewFieldValueSelectorFromPostableFieldValueParams(params)
+
+	values := &telemetrytypes.TelemetryFieldValues{}
+	complete := true
+	// the trace context names the computed per-trace aggregates, which are never ingested
+	if fieldValueSelector.FieldContext != telemetrytypes.FieldContextTrace {
+		values, complete, err = handler.telemetryMetadataStore.GetAllValues(ctx, valuer.MustNewUUID(claims.OrgID), fieldValueSelector)
+		if err != nil {
+			render.Error(rw, err)
+			return
+		}
+	}
+
+	render.Success(rw, http.StatusOK, &telemetrytypes.GettableFieldValues{
+		Values:   values,
+		Complete: complete,
+	})
+}

pkg/modules/cloudintegration/implcloudintegration/fs/definitions/aws/lambda/assets/dashboards/overview.json

@@ -51,6 +51,28 @@
           },
           "name": "Region"
         }
+      },
+      {
+        "kind": "ListVariable",
+        "spec": {
+          "display": {
+            "name": "FunctionName",
+            "description": "Name of the Lambda function"
+          },
+          "allowAllValue": true,
+          "allowMultiple": true,
+          "customAllValue": "",
+          "capturingRegexp": "",
+          "sort": "none",
+          "plugin": {
+            "kind": "signoz/DynamicVariable",
+            "spec": {
+              "name": "FunctionName",
+              "signal": "metrics"
+            }
+          },
+          "name": "FunctionName"
+        }
       }
     ],
     "panels": {
@@ -118,7 +140,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -218,7 +240,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -318,7 +340,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -418,7 +440,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -518,7 +540,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -618,7 +640,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -718,7 +740,7 @@
                     ],
                     "disabled": false,
                     "filter": {
-                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS)"
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
                     },
                     "groupBy": [
                       {
@@ -831,4 +853,4 @@
     "refreshInterval": "",
     "links": []
   }
-}
+}

pkg/modules/llmpricingrule/impllmpricingrule/module.go

@@ -11,6 +11,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/modules/llmpricingrule"
 	"github.com/SigNoz/signoz/pkg/querier"
 	"github.com/SigNoz/signoz/pkg/query-service/agentConf"
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
 	"github.com/SigNoz/signoz/pkg/types/featuretypes"
 	"github.com/SigNoz/signoz/pkg/types/llmpricingruletypes"
 	"github.com/SigNoz/signoz/pkg/types/opamptypes"
@@ -213,18 +214,18 @@ func (module *module) discoverModels(ctx context.Context, orgID valuer.UUID) ([]
 					Spec: qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
 						Name:   "A",
 						Signal: telemetrytypes.SignalTraces,
-						Filter: &qbtypes.Filter{Expression: fmt.Sprintf("%s EXISTS", telemetrytypes.GenAIRequestModel)},
+						Filter: &qbtypes.Filter{Expression: fmt.Sprintf("%s EXISTS", aiobservabilitytypes.GenAIRequestModel)},
 						Aggregations: []qbtypes.TraceAggregation{
 							{Expression: "count()", Alias: "spanCount"},
 						},
 						GroupBy: []qbtypes.GroupByKey{
 							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-								Name:          telemetrytypes.GenAIRequestModel,
+								Name:          aiobservabilitytypes.GenAIRequestModel,
 								FieldContext:  telemetrytypes.FieldContextSpan,
 								FieldDataType: telemetrytypes.FieldDataTypeString,
 							}},
 							{TelemetryFieldKey: telemetrytypes.TelemetryFieldKey{
-								Name:          telemetrytypes.GenAIProviderName,
+								Name:          aiobservabilitytypes.GenAIProviderName,
 								FieldContext:  telemetrytypes.FieldContextSpan,
 								FieldDataType: telemetrytypes.FieldDataTypeString,
 							}},
@@ -254,9 +255,9 @@ func (module *module) discoverModels(ctx context.Context, orgID valuer.UUID) ([]
 		switch c.Type {
 		case qbtypes.ColumnTypeGroup:
 			switch c.Name {
-			case telemetrytypes.GenAIRequestModel:
+			case aiobservabilitytypes.GenAIRequestModel:
 				modelIdx = i
-			case telemetrytypes.GenAIProviderName:
+			case aiobservabilitytypes.GenAIProviderName:
 				providerIdx = i
 			}
 		case qbtypes.ColumnTypeAggregation:

pkg/modules/rulestatehistory/implrulestatehistory/condition_builder.go

@@ -40,7 +40,10 @@ func (c *conditionBuilder) ConditionFor(
 		return nil, nil, err
 	}
 
-	keys, warning := querybuilder.ResolveKeys(key, querybuilder.MatchingFieldKeys(key, fieldKeys))
+	// Rule state history fields have no family support, so every logical field
+	// is single-member and flattens losslessly to its physical key.
+	resolved, warning := querybuilder.ResolveLogicalFields(key, querybuilder.MatchingLogicalFields(ctx, orgID, nil, key, fieldKeys))
+	keys := querybuilder.SingleKeys(resolved)
 	var warnings []string
 	if warning != "" {
 		warnings = append(warnings, warning)
@@ -138,9 +141,9 @@ func (c *conditionBuilder) conditionForKey(
 			return "true", nil
 		}
 		if operator == qbtypes.FilterOperatorExists {
-			return fmt.Sprintf("has(JSONExtractKeys(labels), %s)", sb.Var(key.Name)), nil
+			return fmt.Sprintf("JSONHas(labels, %s)", sb.Var(key.Name)), nil
 		}
-		return fmt.Sprintf("not has(JSONExtractKeys(labels), %s)", sb.Var(key.Name)), nil
+		return fmt.Sprintf("not JSONHas(labels, %s)", sb.Var(key.Name)), nil
 	}
 
 	return "", errors.NewInvalidInputf(errors.CodeInvalidInput, "unsupported operator: %v", operator)

pkg/modules/rulestatehistory/implrulestatehistory/field_mapper.go

@@ -6,6 +6,7 @@ import (
 	"strings"
 
 	schema "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
+	"github.com/SigNoz/signoz/pkg/querybuilder"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -51,7 +52,7 @@ func (m *fieldMapper) FieldFor(ctx context.Context, _ valuer.UUID, _, _ uint64,
 		return "", err
 	}
 	if col.Name == "labels" && key.Name != "labels" {
-		return fmt.Sprintf("JSONExtractString(labels, '%s')", strings.ReplaceAll(key.Name, "'", "\\'")), nil
+		return fmt.Sprintf("JSONExtractString(labels, %s)", querybuilder.ClickHouseStringLiteral(key.Name)), nil
 	}
 	return col.Name, nil
 }
@@ -64,6 +65,24 @@ func (m *fieldMapper) ColumnFor(ctx context.Context, _ valuer.UUID, _, _ uint64,
 	return []*schema.Column{col}, nil
 }
 
+// ExistsFor implements the per-key existence primitive of qbtypes.FieldMapper.
+// A label inside the JSON gets a membership check, with the same condition
+// that FieldFor uses for extraction; every real column always exists.
+func (m *fieldMapper) ExistsFor(ctx context.Context, _ valuer.UUID, _, _ uint64, key *telemetrytypes.TelemetryFieldKey, exists bool) (string, error) {
+	col, err := m.getColumn(ctx, key)
+	if err != nil {
+		return "", err
+	}
+	if col.Name == "labels" && key.Name != "labels" {
+		pred := fmt.Sprintf("JSONHas(labels, %s)", querybuilder.ClickHouseStringLiteral(key.Name))
+		if exists {
+			return pred, nil
+		}
+		return "not " + pred, nil
+	}
+	return "true", nil
+}
+
 func (m *fieldMapper) ColumnExpressionFor(ctx context.Context, orgID valuer.UUID, tsStart, tsEnd uint64, field *telemetrytypes.TelemetryFieldKey, _ telemetrytypes.FieldDataType, _ map[string][]*telemetrytypes.TelemetryFieldKey) (string, error) {
 	colName, err := m.FieldFor(ctx, orgID, tsStart, tsEnd, field)
 	if err != nil {

pkg/modules/user/impluser/store.go

@@ -274,6 +274,15 @@ func (store *store) SoftDeleteUser(ctx context.Context, orgID string, id string)
 		return errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to delete tokens")
 	}
 
+	// delete user_role assignments so the roles can be deleted later
+	_, err = tx.NewDelete().
+		Model(new(authtypes.UserRole)).
+		Where("user_id = ?", id).
+		Exec(ctx)
+	if err != nil {
+		return errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "failed to delete user roles")
+	}
+
 	// soft delete user
 	now := time.Now()
 	_, err = tx.NewUpdate().

pkg/querier/builder_query.go

@@ -29,6 +29,7 @@ type builderQuery[T any] struct {
 	telemetryStore telemetrystore.TelemetryStore
 	orgID          valuer.UUID
 	stmtBuilder    qbtypes.StatementBuilder[T]
+	queryType      qbtypes.QueryType
 	spec           qbtypes.QueryBuilderQuery[T]
 	variables      map[string]qbtypes.VariableItem
 
@@ -51,6 +52,7 @@ func newBuilderQuery[T any](
 	telemetryStore telemetrystore.TelemetryStore,
 	orgID valuer.UUID,
 	stmtBuilder qbtypes.StatementBuilder[T],
+	queryType qbtypes.QueryType,
 	spec qbtypes.QueryBuilderQuery[T],
 	tr qbtypes.TimeRange,
 	kind qbtypes.RequestType,
@@ -62,6 +64,7 @@ func newBuilderQuery[T any](
 		telemetryStore: telemetryStore,
 		orgID:          orgID,
 		stmtBuilder:    stmtBuilder,
+		queryType:      queryType,
 		spec:           spec,
 		variables:      variables,
 		fromMS:         tr.From,
@@ -81,7 +84,7 @@ func (q *builderQuery[T]) Fingerprint() string {
 
 	// Create a deterministic fingerprint for builder queries
 	// This needs to include all fields that affect the query results
-	parts := []string{"builder"}
+	parts := []string{q.queryType.StringValue()}
 
 	// Add signal type
 	parts = append(parts, fmt.Sprintf("signal=%s", q.spec.Signal.StringValue()))

pkg/querier/builder_query_test.go

@@ -3,6 +3,7 @@ package querier
 import (
 	"strings"
 	"testing"
+	"time"
 
 	"github.com/SigNoz/signoz/pkg/querybuilder"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
@@ -20,7 +21,8 @@ func TestBuilderQueryFingerprint(t *testing.T) {
 		{
 			name: "fingerprint includes shiftby when ShiftBy field is set",
 			query: &builderQuery[qbtypes.MetricAggregation]{
-				kind: qbtypes.RequestTypeTimeSeries,
+				queryType: qbtypes.QueryTypeBuilder,
+				kind:      qbtypes.RequestTypeTimeSeries,
 				spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
 					Signal:  telemetrytypes.SignalMetrics,
 					ShiftBy: 3600,
@@ -40,7 +42,8 @@ func TestBuilderQueryFingerprint(t *testing.T) {
 		{
 			name: "fingerprint includes shiftby but not other functions",
 			query: &builderQuery[qbtypes.MetricAggregation]{
-				kind: qbtypes.RequestTypeTimeSeries,
+				queryType: qbtypes.QueryTypeBuilder,
+				kind:      qbtypes.RequestTypeTimeSeries,
 				spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
 					Signal:  telemetrytypes.SignalMetrics,
 					ShiftBy: 3600,
@@ -63,7 +66,8 @@ func TestBuilderQueryFingerprint(t *testing.T) {
 		{
 			name: "no shiftby in fingerprint when ShiftBy is zero",
 			query: &builderQuery[qbtypes.MetricAggregation]{
-				kind: qbtypes.RequestTypeTimeSeries,
+				queryType: qbtypes.QueryTypeBuilder,
+				kind:      qbtypes.RequestTypeTimeSeries,
 				spec: qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]{
 					Signal:  telemetrytypes.SignalMetrics,
 					ShiftBy: 0,
@@ -94,6 +98,29 @@ func TestBuilderQueryFingerprint(t *testing.T) {
 	}
 }
 
+func TestBuilderQueryFingerprintQueryType(t *testing.T) {
+	spec := qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]{
+		Signal:       telemetrytypes.SignalTraces,
+		StepInterval: qbtypes.Step{Duration: 60 * time.Second},
+		Aggregations: []qbtypes.TraceAggregation{{Expression: "count()"}},
+		Filter:       &qbtypes.Filter{Expression: "gen_ai.request.model EXISTS"},
+	}
+	regular := &builderQuery[qbtypes.TraceAggregation]{
+		queryType: qbtypes.QueryTypeBuilder,
+		kind:      qbtypes.RequestTypeTimeSeries,
+		spec:      spec,
+	}
+	ai := &builderQuery[qbtypes.TraceAggregation]{
+		queryType: qbtypes.QueryTypeBuilderAI,
+		kind:      qbtypes.RequestTypeTimeSeries,
+		spec:      spec,
+	}
+
+	assert.True(t, strings.HasPrefix(regular.Fingerprint(), qbtypes.QueryTypeBuilder.StringValue()+"&"))
+	assert.True(t, strings.HasPrefix(ai.Fingerprint(), qbtypes.QueryTypeBuilderAI.StringValue()+"&"))
+	assert.NotEqual(t, regular.Fingerprint(), ai.Fingerprint())
+}
+
 func TestMakeBucketsOrder(t *testing.T) {
 	// Test that makeBuckets returns buckets in reverse chronological order by default
 	// Using milliseconds as input - need > 1 hour range to get multiple buckets

pkg/querier/querier.go

@@ -305,7 +305,7 @@ func (q *querier) buildQueries(
 			}
 			spec.ShiftBy = extractShiftFromBuilderQuery(spec)
 			timeRange := adjustTimeRangeForShift(spec, qbtypes.TimeRange{From: req.Start, To: req.End}, req.RequestType)
-			bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, q.aiTraceStmtBuilder, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
+			bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, q.aiTraceStmtBuilder, query.Type, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
 			queries[spec.Name] = bq
 			steps[spec.Name] = spec.StepInterval
 		case qbtypes.QueryTypeBuilder:
@@ -313,7 +313,7 @@ func (q *querier) buildQueries(
 			case qbtypes.QueryBuilderQuery[qbtypes.TraceAggregation]:
 				spec.ShiftBy = extractShiftFromBuilderQuery(spec)
 				timeRange := adjustTimeRangeForShift(spec, qbtypes.TimeRange{From: req.Start, To: req.End}, req.RequestType)
-				bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, q.traceStmtBuilder, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
+				bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, q.traceStmtBuilder, query.Type, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
 				queries[spec.Name] = bq
 				steps[spec.Name] = spec.StepInterval
 			case qbtypes.QueryBuilderQuery[qbtypes.LogAggregation]:
@@ -323,7 +323,7 @@ func (q *querier) buildQueries(
 				if spec.Source == telemetrytypes.SourceAudit {
 					stmtBuilder = q.auditStmtBuilder
 				}
-				bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, stmtBuilder, spec, timeRange, req.RequestType, tmplVars, q.builderConfig)
+				bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, stmtBuilder, query.Type, spec, timeRange, req.RequestType, tmplVars, q.builderConfig)
 				queries[spec.Name] = bq
 				steps[spec.Name] = spec.StepInterval
 			case qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation]:
@@ -340,9 +340,9 @@ func (q *querier) buildQueries(
 
 				if spec.Source == telemetrytypes.SourceMeter {
 					event.Source = telemetrytypes.SourceMeter.StringValue()
-					bq = newBuilderQuery(q.logger, q.telemetryStore, orgID, q.meterStmtBuilder, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
+					bq = newBuilderQuery(q.logger, q.telemetryStore, orgID, q.meterStmtBuilder, query.Type, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
 				} else {
-					bq = newBuilderQuery(q.logger, q.telemetryStore, orgID, q.metricStmtBuilder, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
+					bq = newBuilderQuery(q.logger, q.telemetryStore, orgID, q.metricStmtBuilder, query.Type, spec, timeRange, req.RequestType, tmplVars, builderConfig{})
 				}
 
 				queries[spec.Name] = bq
@@ -618,7 +618,7 @@ func (q *querier) QueryRawStream(ctx context.Context, orgID valuer.UUID, req *qb
 			if spec.Source == telemetrytypes.SourceAudit {
 				liveTailStmtBuilder = q.auditStmtBuilder
 			}
-			bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, liveTailStmtBuilder, spec, timeRange, req.RequestType, map[string]qbtypes.VariableItem{
+			bq := newBuilderQuery(q.logger, q.telemetryStore, orgID, liveTailStmtBuilder, query.Type, spec, timeRange, req.RequestType, map[string]qbtypes.VariableItem{
 				"id": {
 					Value: updatedLogID,
 				},
@@ -941,8 +941,9 @@ func (q *querier) createRangedQuery(_ valuer.UUID, originalQuery qbtypes.Query,
 		specCopy := qt.spec.Copy()
 		specCopy.ShiftBy = extractShiftFromBuilderQuery(specCopy)
 		adjustedTimeRange := adjustTimeRangeForShift(specCopy, timeRange, qt.kind)
-		// reuse the original query's statement builder so an AI query keeps its AI builder
-		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, qt.stmtBuilder, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
+		// reuse the original query's statement builder and type so an AI query
+		// keeps its AI builder and cache key
+		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, qt.stmtBuilder, qt.queryType, specCopy, adjustedTimeRange, qt.kind, qt.variables, qt.builderConfig)
 
 	case *builderQuery[qbtypes.LogAggregation]:
 		specCopy := qt.spec.Copy()
@@ -952,16 +953,16 @@ func (q *querier) createRangedQuery(_ valuer.UUID, originalQuery qbtypes.Query,
 		if qt.spec.Source == telemetrytypes.SourceAudit {
 			shiftStmtBuilder = q.auditStmtBuilder
 		}
-		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, shiftStmtBuilder, specCopy, adjustedTimeRange, qt.kind, qt.variables, q.builderConfig)
+		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, shiftStmtBuilder, qt.queryType, specCopy, adjustedTimeRange, qt.kind, qt.variables, q.builderConfig)
 
 	case *builderQuery[qbtypes.MetricAggregation]:
 		specCopy := qt.spec.Copy()
 		specCopy.ShiftBy = extractShiftFromBuilderQuery(specCopy)
 		adjustedTimeRange := adjustTimeRangeForShift(specCopy, timeRange, qt.kind)
 		if qt.spec.Source == telemetrytypes.SourceMeter {
-			return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, q.meterStmtBuilder, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
+			return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, q.meterStmtBuilder, qt.queryType, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
 		}
-		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, q.metricStmtBuilder, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
+		return newBuilderQuery(q.logger, q.telemetryStore, qt.orgID, q.metricStmtBuilder, qt.queryType, specCopy, adjustedTimeRange, qt.kind, qt.variables, builderConfig{})
 	case *traceOperatorQuery:
 		specCopy := qt.spec.Copy()
 		return &traceOperatorQuery{

pkg/querybuilder/clickhouse_quote.go

@@ -0,0 +1,17 @@
+package querybuilder
+
+import "strings"
+
+// ClickHouseStringLiteral quotes a value for a ClickHouse string literal.
+func ClickHouseStringLiteral(value string) string {
+	escaped := strings.ReplaceAll(value, `\`, `\\`)
+	escaped = strings.ReplaceAll(escaped, `'`, `\'`)
+	return "'" + escaped + "'"
+}
+
+// ClickHouseIdentifier quotes a value for a ClickHouse identifier.
+func ClickHouseIdentifier(value string) string {
+	escaped := strings.ReplaceAll(value, `\`, `\\`)
+	escaped = strings.ReplaceAll(escaped, "`", "\\`")
+	return "`" + escaped + "`"
+}

pkg/querybuilder/clickhouse_quote_test.go

@@ -0,0 +1,17 @@
+package querybuilder
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestClickHouseQuoting(t *testing.T) {
+	t.Run("string literal", func(t *testing.T) {
+		assert.Equal(t, `'name\'\\); SELECT 1 --'`, ClickHouseStringLiteral(`name'\); SELECT 1 --`))
+	})
+
+	t.Run("identifier", func(t *testing.T) {
+		assert.Equal(t, "`name\\`\\\\); SELECT 1 --`", ClickHouseIdentifier("name`\\); SELECT 1 --"))
+	})
+}

pkg/querybuilder/family_selectors.go

@@ -0,0 +1,64 @@
+package querybuilder
+
+import (
+	"context"
+
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/semconv"
+	"github.com/SigNoz/signoz/pkg/types/featuretypes"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+// semconvFamiliesEnabled evaluates the resolve_semconv_families flag for the
+// org. A nil flagger means off, so a caller without family support stays
+// literal by default.
+func semconvFamiliesEnabled(ctx context.Context, orgID valuer.UUID, fl flagger.Flagger) bool {
+	if fl == nil {
+		return false
+	}
+	return fl.BooleanOrEmpty(ctx, flagger.FeatureResolveSemconvFamilies, featuretypes.NewFlaggerEvaluationContext(orgID))
+}
+
+// ExpandKeySelectorsForFamilies adds selectors for the other members of each
+// semantic-convention family that a selector names. The metadata fetched for
+// a query then contains each spelling that MatchingLogicalFields can group.
+// This function is the prefetch of the resolution layer: statement builders
+// call it after they derive the selectors, and the metadata store stays
+// family-blind (autocomplete responses keep the literal spelling that the
+// user typed). It does nothing when the resolve_semconv_families flag is off
+// for the org. Only trace selectors expand today, because that matches the
+// family support. Fuzzy (search-style) selectors never expand.
+func ExpandKeySelectorsForFamilies(ctx context.Context, orgID valuer.UUID, fl flagger.Flagger, selectors []*telemetrytypes.FieldKeySelector) []*telemetrytypes.FieldKeySelector {
+	if !semconvFamiliesEnabled(ctx, orgID, fl) {
+		return selectors
+	}
+
+	out := selectors
+	seen := make(map[string]bool, len(selectors))
+	for _, selector := range selectors {
+		seen[selector.Name] = true
+	}
+
+	for _, selector := range selectors {
+		if selector.Signal != telemetrytypes.SignalTraces ||
+			selector.SelectorMatchType == telemetrytypes.FieldSelectorMatchTypeFuzzy {
+			continue
+		}
+		members := semconv.Members(semconv.KindAttribute, telemetrytypes.FieldKeySelector{
+			Name:         selector.Name,
+			Signal:       selector.Signal,
+			FieldContext: selector.FieldContext,
+		})
+		for _, member := range members {
+			if seen[member] {
+				continue
+			}
+			seen[member] = true
+			expanded := *selector
+			expanded.Name = member
+			out = append(out, &expanded)
+		}
+	}
+	return out
+}

pkg/querybuilder/key_resolution.go

@@ -21,24 +21,25 @@ const (
 	hasTokenFunctionDocURL       = "https://signoz.io/docs/userguide/functions-reference/#hastoken-function"
 )
 
-// ResolveKeys picks which matching field keys a filter term builds conditions for.
-// With 0 or 1 match it returns the input unchanged and no warning. When a name is
-// ambiguous it returns a warning; a resource+attribute mix defaults to the resource
-// keys (the common intent), noted in the warning.
-func ResolveKeys(field *telemetrytypes.TelemetryFieldKey, fieldKeysForName []*telemetrytypes.TelemetryFieldKey) ([]*telemetrytypes.TelemetryFieldKey, string) {
-	if len(fieldKeysForName) <= 1 {
-		return fieldKeysForName, ""
+// ResolveLogicalFields picks which logical fields a filter term builds conditions
+// for. With 0 or 1 field it returns the input unchanged and no warning. When a
+// name is ambiguous (several logical fields — a family is one field and never
+// ambiguous with itself) it returns a warning; a resource+attribute mix defaults
+// to the resource fields (the common intent), noted in the warning.
+func ResolveLogicalFields(field *telemetrytypes.TelemetryFieldKey, logicalFields []*telemetrytypes.LogicalField) ([]*telemetrytypes.LogicalField, string) {
+	if len(logicalFields) <= 1 {
+		return logicalFields, ""
 	}
 
 	warning := fmt.Sprintf(
 		"Key `%s` is ambiguous, found %d different combinations of field context / data type: %v.",
 		field.Name,
-		len(fieldKeysForName),
-		fieldKeysForName,
+		len(logicalFields),
+		logicalFields,
 	)
 
 	hasResource, hasAttribute := false, false
-	for _, item := range fieldKeysForName {
+	for _, item := range logicalFields {
 		switch item.FieldContext {
 		case telemetrytypes.FieldContextResource:
 			hasResource = true
@@ -49,18 +50,40 @@ func ResolveKeys(field *telemetrytypes.TelemetryFieldKey, fieldKeysForName []*te
 
 	// when there is both resource and attribute context, default to resource only
 	if hasResource && hasAttribute {
-		filteredKeys := make([]*telemetrytypes.TelemetryFieldKey, 0, len(fieldKeysForName))
-		for _, item := range fieldKeysForName {
+		filtered := make([]*telemetrytypes.LogicalField, 0, len(logicalFields))
+		for _, item := range logicalFields {
 			if item.FieldContext == telemetrytypes.FieldContextResource {
-				filteredKeys = append(filteredKeys, item)
+				filtered = append(filtered, item)
 			}
 		}
-		fieldKeysForName = filteredKeys
+		logicalFields = filtered
 		warning += " " + "Using `resource` context by default. To query attributes explicitly, " +
 			fmt.Sprintf("use the fully qualified name (e.g., 'attribute.%s')", field.Name)
 	}
 
-	return fieldKeysForName, warning
+	return logicalFields, warning
+}
+
+// WrapAsLogicalFields wraps physical keys (candidate or synthesized) as
+// single-member logical fields addressed by the requested spelling.
+func WrapAsLogicalFields(requestedName string, keys []*telemetrytypes.TelemetryFieldKey) []*telemetrytypes.LogicalField {
+	fields := make([]*telemetrytypes.LogicalField, 0, len(keys))
+	for _, key := range keys {
+		fields = append(fields, telemetrytypes.SingleLogicalField(requestedName, key))
+	}
+	return fields
+}
+
+// SingleKeys flattens logical fields to their single members. It is the
+// adapter for signals whose fields are single-member by construction (every
+// signal without family support); their condition builders keep compiling per
+// physical key.
+func SingleKeys(fields []*telemetrytypes.LogicalField) []*telemetrytypes.TelemetryFieldKey {
+	keys := make([]*telemetrytypes.TelemetryFieldKey, 0, len(fields))
+	for _, field := range fields {
+		keys = append(keys, field.Single())
+	}
+	return keys
 }
 
 // NewKeyNotFoundError builds the error a condition builder returns when a filter term

pkg/querybuilder/logical_expr.go

@@ -0,0 +1,96 @@
+package querybuilder
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+)
+
+// The two functions below are the only place family expressions are built.
+// They compose exclusively from the mapper's per-key primitives (FieldFor,
+// ExistsFor), so every member honors its own storage: materialized columns,
+// evolutions, and JSON plans ride the member keys, and a signal supports
+// families the moment its primitives are correct.
+
+// LogicalValueExpr returns the value expression for a resolved logical field:
+// the member's own expression for a single-member field, and a current-first
+// merge across the members' expressions for a family.
+func LogicalValueExpr(
+	ctx context.Context,
+	orgID valuer.UUID,
+	tsStart, tsEnd uint64,
+	fm qbtypes.FieldMapper,
+	logical *telemetrytypes.LogicalField,
+) (string, error) {
+	if !logical.IsFamily() {
+		return fm.FieldFor(ctx, orgID, tsStart, tsEnd, logical.Single())
+	}
+
+	memberExprs := make([]string, 0, len(logical.Members))
+	for _, member := range logical.Members {
+		expr, err := fm.FieldFor(ctx, orgID, tsStart, tsEnd, member)
+		if err != nil {
+			return "", err
+		}
+		memberExprs = append(memberExprs, expr)
+	}
+
+	if logical.FieldDataType == telemetrytypes.FieldDataTypeString {
+		// The trailing '' keeps single-key semantics for rows without any
+		// member: string maps read '' for an absent key, and negative
+		// operators must keep including such rows (see AddDefaultExistsFilter).
+		// A NULL tail would drop them: NULL != 'x' evaluates to NULL, and the
+		// row falls out of the result.
+		values := make([]string, 0, len(memberExprs))
+		for _, expr := range memberExprs {
+			values = append(values, fmt.Sprintf("NULLIF(%s, '')", expr))
+		}
+		return "COALESCE(" + strings.Join(values, ", ") + ", '')", nil
+	}
+
+	// Numeric and boolean maps return zero for an absent key. If a family of
+	// either type is enabled, this tail must become zero too.
+	branches := make([]string, 0, len(logical.Members)*2)
+	for i, member := range logical.Members {
+		guard, err := fm.ExistsFor(ctx, orgID, tsStart, tsEnd, member, true)
+		if err != nil {
+			return "", err
+		}
+		branches = append(branches, guard, memberExprs[i])
+	}
+	return "multiIf(" + strings.Join(branches, ", ") + ", NULL)", nil
+}
+
+// LogicalExistsExpr returns the existence predicate for a resolved logical
+// field: the member's own predicate for a single-member field, presence of
+// any member for a family.
+func LogicalExistsExpr(
+	ctx context.Context,
+	orgID valuer.UUID,
+	tsStart, tsEnd uint64,
+	fm qbtypes.FieldMapper,
+	logical *telemetrytypes.LogicalField,
+	exists bool,
+) (string, error) {
+	if !logical.IsFamily() {
+		return fm.ExistsFor(ctx, orgID, tsStart, tsEnd, logical.Single(), exists)
+	}
+
+	guards := make([]string, 0, len(logical.Members))
+	for _, member := range logical.Members {
+		guard, err := fm.ExistsFor(ctx, orgID, tsStart, tsEnd, member, true)
+		if err != nil {
+			return "", err
+		}
+		guards = append(guards, guard)
+	}
+	combined := "(" + strings.Join(guards, " OR ") + ")"
+	if exists {
+		return combined, nil
+	}
+	return "NOT " + combined, nil
+}

pkg/querybuilder/logical_expr_test.go

@@ -0,0 +1,95 @@
+package querybuilder
+
+import (
+	"context"
+	"testing"
+
+	schema "github.com/SigNoz/signoz-otel-collector/cmd/signozschemamigrator/schema_migrator"
+	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// stubFieldMapper provides just the two per-key primitives the shared
+// composition builds on; the remaining FieldMapper methods are unused here.
+type stubFieldMapper struct{}
+
+func (stubFieldMapper) FieldFor(_ context.Context, _ valuer.UUID, _, _ uint64, key *telemetrytypes.TelemetryFieldKey) (string, error) {
+	return "value(" + key.Name + ")", nil
+}
+
+func (stubFieldMapper) ExistsFor(_ context.Context, _ valuer.UUID, _, _ uint64, key *telemetrytypes.TelemetryFieldKey, exists bool) (string, error) {
+	if exists {
+		return "has(" + key.Name + ")", nil
+	}
+	return "NOT has(" + key.Name + ")", nil
+}
+
+func (stubFieldMapper) ColumnFor(context.Context, valuer.UUID, uint64, uint64, *telemetrytypes.TelemetryFieldKey) ([]*schema.Column, error) {
+	return nil, qbtypes.ErrColumnNotFound
+}
+
+func (stubFieldMapper) ColumnExpressionFor(context.Context, valuer.UUID, uint64, uint64, *telemetrytypes.TelemetryFieldKey, telemetrytypes.FieldDataType, map[string][]*telemetrytypes.TelemetryFieldKey) (string, error) {
+	return "", qbtypes.ErrColumnNotFound
+}
+
+func (stubFieldMapper) CandidateKeys(context.Context, valuer.UUID, *telemetrytypes.TelemetryFieldKey, any, map[string][]*telemetrytypes.TelemetryFieldKey) []*telemetrytypes.TelemetryFieldKey {
+	return nil
+}
+
+func stringFamily(names ...string) *telemetrytypes.LogicalField {
+	members := make([]*telemetrytypes.TelemetryFieldKey, 0, len(names))
+	for _, name := range names {
+		members = append(members, &telemetrytypes.TelemetryFieldKey{Name: name, FieldDataType: telemetrytypes.FieldDataTypeString})
+	}
+	return &telemetrytypes.LogicalField{Name: names[0], FieldDataType: telemetrytypes.FieldDataTypeString, Members: members}
+}
+
+func TestLogicalValueExprSingleMemberDelegatesToFieldFor(t *testing.T) {
+	logical := telemetrytypes.SingleLogicalField("a", &telemetrytypes.TelemetryFieldKey{Name: "a"})
+	expr, err := LogicalValueExpr(context.Background(), valuer.UUID{}, 0, 0, stubFieldMapper{}, logical)
+	require.NoError(t, err)
+	assert.Equal(t, "value(a)", expr)
+}
+
+func TestLogicalValueExprStringFamilyMergesCurrentFirst(t *testing.T) {
+	expr, err := LogicalValueExpr(context.Background(), valuer.UUID{}, 0, 0, stubFieldMapper{}, stringFamily("current", "old"))
+	require.NoError(t, err)
+	// The trailing '' preserves keyless-row semantics for negative operators.
+	assert.Equal(t, "COALESCE(NULLIF(value(current), ''), NULLIF(value(old), ''), '')", expr)
+}
+
+func TestLogicalValueExprNumericFamilyGuardsEveryMember(t *testing.T) {
+	logical := &telemetrytypes.LogicalField{
+		Name:          "current",
+		FieldDataType: telemetrytypes.FieldDataTypeNumber,
+		Members: []*telemetrytypes.TelemetryFieldKey{
+			{Name: "current", FieldDataType: telemetrytypes.FieldDataTypeNumber},
+			{Name: "old", FieldDataType: telemetrytypes.FieldDataTypeNumber},
+		},
+	}
+	expr, err := LogicalValueExpr(context.Background(), valuer.UUID{}, 0, 0, stubFieldMapper{}, logical)
+	require.NoError(t, err)
+	assert.Equal(t, "multiIf(has(current), value(current), has(old), value(old), NULL)", expr)
+}
+
+func TestLogicalExistsExprSingleMemberDelegatesToExistsFor(t *testing.T) {
+	logical := telemetrytypes.SingleLogicalField("a", &telemetrytypes.TelemetryFieldKey{Name: "a"})
+	expr, err := LogicalExistsExpr(context.Background(), valuer.UUID{}, 0, 0, stubFieldMapper{}, logical, false)
+	require.NoError(t, err)
+	assert.Equal(t, "NOT has(a)", expr)
+}
+
+func TestLogicalExistsExprFamilyIsAnyMemberPresence(t *testing.T) {
+	family := stringFamily("current", "old")
+
+	expr, err := LogicalExistsExpr(context.Background(), valuer.UUID{}, 0, 0, stubFieldMapper{}, family, true)
+	require.NoError(t, err)
+	assert.Equal(t, "(has(current) OR has(old))", expr)
+
+	expr, err = LogicalExistsExpr(context.Background(), valuer.UUID{}, 0, 0, stubFieldMapper{}, family, false)
+	require.NoError(t, err)
+	assert.Equal(t, "NOT (has(current) OR has(old))", expr)
+}

pkg/querybuilder/logical_fields_test.go

@@ -0,0 +1,239 @@
+package querybuilder
+
+import (
+	"context"
+	"testing"
+
+	"github.com/SigNoz/signoz/pkg/flagger"
+	"github.com/SigNoz/signoz/pkg/flagger/flaggertest"
+	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+// familiesOn returns a flagger with resolve_semconv_families on.
+func familiesOn(t *testing.T) flagger.Flagger {
+	return flaggertest.WithBooleanFlags(t, map[string]bool{
+		flagger.FeatureResolveSemconvFamilies.String(): true,
+	})
+}
+
+func memberNames(logical *telemetrytypes.LogicalField) []string {
+	names := make([]string, 0, len(logical.Members))
+	for _, member := range logical.Members {
+		names = append(names, member.Name)
+	}
+	return names
+}
+
+// The deployment.environment(.name) family (enabled in pkg/semconv) drives the
+// grouping tests below.
+
+// With the resolve_semconv_families flag off, matches stay single-member and
+// selectors stay literal, even when the metadata map has both spellings.
+func TestFamiliesOffByDefault(t *testing.T) {
+	fieldKeys := map[string][]*telemetrytypes.TelemetryFieldKey{
+		"deployment.environment.name": {{
+			Name:          "deployment.environment.name",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+		"deployment.environment": {{
+			Name:          "deployment.environment",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+	}
+
+	fields := MatchingLogicalFields(context.Background(), valuer.UUID{}, flaggertest.New(t), &telemetrytypes.TelemetryFieldKey{Name: "deployment.environment.name"}, fieldKeys)
+	require.Len(t, fields, 1)
+	assert.False(t, fields[0].IsFamily())
+	assert.Equal(t, []string{"deployment.environment.name"}, memberNames(fields[0]))
+
+	selectors := []*telemetrytypes.FieldKeySelector{
+		{Name: "deployment.environment.name", Signal: telemetrytypes.SignalTraces, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact},
+	}
+	assert.Len(t, ExpandKeySelectorsForFamilies(context.Background(), valuer.UUID{}, flaggertest.New(t), selectors), 1)
+}
+
+func TestMatchingLogicalFieldsGroupsFamilyMembers(t *testing.T) {
+	fieldKeys := map[string][]*telemetrytypes.TelemetryFieldKey{
+		"deployment.environment.name": {{
+			Name:          "deployment.environment.name",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+		"deployment.environment": {{
+			Name:          "deployment.environment",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+	}
+
+	for _, requested := range []string{"deployment.environment.name", "deployment.environment"} {
+		fields := MatchingLogicalFields(context.Background(), valuer.UUID{}, familiesOn(t), &telemetrytypes.TelemetryFieldKey{Name: requested}, fieldKeys)
+		require.Len(t, fields, 1, "a family is one logical field, requested via %s", requested)
+		logical := fields[0]
+		assert.Equal(t, requested, logical.Name, "response identity is the requested spelling")
+		assert.Equal(t, telemetrytypes.FieldContextResource, logical.FieldContext)
+		assert.True(t, logical.IsFamily())
+		assert.Equal(t, []string{"deployment.environment.name", "deployment.environment"}, memberNames(logical),
+			"members are current-first regardless of the requested spelling")
+	}
+}
+
+// Member precedence is the family's current-first order, not lookup arrival
+// order: a current-name key found only under its context-prefixed spelling
+// arrives in the second lookup pass yet must still sort first.
+func TestMatchingLogicalFieldsOrdersMembersByFamilyRank(t *testing.T) {
+	fieldKeys := map[string][]*telemetrytypes.TelemetryFieldKey{
+		"deployment.environment": {{
+			Name:          "deployment.environment",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+		"resource.deployment.environment.name": {{
+			Name:          "resource.deployment.environment.name",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+	}
+
+	fields := MatchingLogicalFields(context.Background(), valuer.UUID{}, familiesOn(t), &telemetrytypes.TelemetryFieldKey{
+		Name:         "deployment.environment.name",
+		FieldContext: telemetrytypes.FieldContextResource,
+	}, fieldKeys)
+
+	require.Len(t, fields, 1)
+	assert.Equal(t, []string{"resource.deployment.environment.name", "deployment.environment"}, memberNames(fields[0]))
+}
+
+// Non-trace signals have no family support: the requested spelling stays
+// literal, and a family member name never pulls in its siblings.
+func TestMatchingLogicalFieldsKeepsLogsLiteral(t *testing.T) {
+	logsKey := func(name string) *telemetrytypes.TelemetryFieldKey {
+		return &telemetrytypes.TelemetryFieldKey{
+			Name:          name,
+			Signal:        telemetrytypes.SignalLogs,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}
+	}
+	fieldKeys := map[string][]*telemetrytypes.TelemetryFieldKey{
+		"deployment.environment.name": {logsKey("deployment.environment.name")},
+		"deployment.environment":      {logsKey("deployment.environment")},
+	}
+
+	fields := MatchingLogicalFields(context.Background(), valuer.UUID{}, familiesOn(t), &telemetrytypes.TelemetryFieldKey{Name: "deployment.environment.name"}, fieldKeys)
+	require.Len(t, fields, 1)
+	assert.False(t, fields[0].IsFamily())
+	assert.Equal(t, []string{"deployment.environment.name"}, memberNames(fields[0]))
+}
+
+// A family and a genuine same-name collision stack cleanly: the family stays
+// one logical field, the collision adds another, and resource preference keeps
+// the family as a unit.
+func TestResolveLogicalFieldsKeepsFamilyThroughAmbiguity(t *testing.T) {
+	fieldKeys := map[string][]*telemetrytypes.TelemetryFieldKey{
+		"deployment.environment.name": {
+			{
+				Name:          "deployment.environment.name",
+				Signal:        telemetrytypes.SignalTraces,
+				FieldContext:  telemetrytypes.FieldContextResource,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+			},
+			{
+				Name:          "deployment.environment.name",
+				Signal:        telemetrytypes.SignalTraces,
+				FieldContext:  telemetrytypes.FieldContextAttribute,
+				FieldDataType: telemetrytypes.FieldDataTypeString,
+			},
+		},
+		"deployment.environment": {{
+			Name:          "deployment.environment",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+	}
+
+	requested := &telemetrytypes.TelemetryFieldKey{Name: "deployment.environment.name"}
+	fields := MatchingLogicalFields(context.Background(), valuer.UUID{}, familiesOn(t), requested, fieldKeys)
+	require.Len(t, fields, 2, "resource family + attribute collision")
+
+	resolved, warning := ResolveLogicalFields(requested, fields)
+	assert.NotEmpty(t, warning)
+	require.Len(t, resolved, 1)
+	assert.Equal(t, telemetrytypes.FieldContextResource, resolved[0].FieldContext)
+	assert.Equal(t, []string{"deployment.environment.name", "deployment.environment"}, memberNames(resolved[0]))
+}
+
+// Members of a family with different data types never merge: the identity
+// (signal, context, data type) separates them into distinct logical fields.
+func TestMatchingLogicalFieldsNeverMergesAcrossDataTypes(t *testing.T) {
+	fieldKeys := map[string][]*telemetrytypes.TelemetryFieldKey{
+		"deployment.environment.name": {{
+			Name:          "deployment.environment.name",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeString,
+		}},
+		"deployment.environment": {{
+			Name:          "deployment.environment",
+			Signal:        telemetrytypes.SignalTraces,
+			FieldContext:  telemetrytypes.FieldContextResource,
+			FieldDataType: telemetrytypes.FieldDataTypeNumber,
+		}},
+	}
+
+	fields := MatchingLogicalFields(context.Background(), valuer.UUID{}, familiesOn(t), &telemetrytypes.TelemetryFieldKey{Name: "deployment.environment.name"}, fieldKeys)
+	require.Len(t, fields, 2)
+	for _, logical := range fields {
+		assert.False(t, logical.IsFamily())
+	}
+}
+
+func TestExpandKeySelectorsForFamilies(t *testing.T) {
+	selectors := []*telemetrytypes.FieldKeySelector{
+		{Name: "deployment.environment.name", Signal: telemetrytypes.SignalTraces, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact},
+		{Name: "service.name", Signal: telemetrytypes.SignalTraces, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact},
+		{Name: "deployment.environment.name", Signal: telemetrytypes.SignalLogs, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact},
+	}
+
+	expanded := ExpandKeySelectorsForFamilies(context.Background(), valuer.UUID{}, familiesOn(t), selectors)
+
+	names := make([]string, 0, len(expanded))
+	for _, selector := range expanded {
+		names = append(names, selector.Name)
+	}
+	assert.Equal(t, []string{
+		"deployment.environment.name",
+		"service.name",
+		"deployment.environment.name",
+		"deployment.environment",
+	}, names, "one sibling selector for the trace family member; logs and non-family names untouched")
+
+	sibling := expanded[len(expanded)-1]
+	assert.Equal(t, telemetrytypes.SignalTraces, sibling.Signal)
+	assert.Equal(t, telemetrytypes.FieldSelectorMatchTypeExact, sibling.SelectorMatchType)
+}
+
+func TestExpandKeySelectorsForFamiliesDeduplicatesAndSkipsFuzzy(t *testing.T) {
+	both := []*telemetrytypes.FieldKeySelector{
+		{Name: "deployment.environment.name", Signal: telemetrytypes.SignalTraces, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact},
+		{Name: "deployment.environment", Signal: telemetrytypes.SignalTraces, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeExact},
+	}
+	assert.Len(t, ExpandKeySelectorsForFamilies(context.Background(), valuer.UUID{}, familiesOn(t), both), 2, "both spellings already referenced")
+
+	fuzzy := []*telemetrytypes.FieldKeySelector{
+		{Name: "deployment.environment.name", Signal: telemetrytypes.SignalTraces, SelectorMatchType: telemetrytypes.FieldSelectorMatchTypeFuzzy},
+	}
+	assert.Len(t, ExpandKeySelectorsForFamilies(context.Background(), valuer.UUID{}, familiesOn(t), fuzzy), 1, "fuzzy (search-style) selectors never expand")
+}

pkg/querybuilder/query_to_keys.go

@@ -56,6 +56,17 @@ func QueryStringToKeysSelectors(query string) []*telemetrytypes.FieldKeySelector
 					FieldDataType: key.FieldDataType,
 				})
 			}
+
+			// todo(tushar): consider reverting changes done to this method in below PR to avoid scope specific checks
+			// https://github.com/SigNoz/signoz/issues/11374
+			if key.FieldContext == telemetrytypes.FieldContextScope {
+				keys = append(keys, &telemetrytypes.FieldKeySelector{
+					Name:          key.FieldContext.StringValue() + "." + key.Name,
+					Signal:        key.Signal,
+					FieldContext:  telemetrytypes.FieldContextUnspecified, // this allows 'scope.' prefix for keys with other context as well
+					FieldDataType: key.FieldDataType,
+				})
+			}
 		}
 	}
 

pkg/querybuilder/query_to_keys_test.go

@@ -72,6 +72,44 @@ func TestQueryToKeys(t *testing.T) {
 				},
 			},
 		},
+		{
+			query: `scope.version = '1.0.0'`,
+			expectedKeys: []telemetrytypes.FieldKeySelector{
+				{
+					Name:          "version",
+					Signal:        telemetrytypes.SignalUnspecified,
+					FieldContext:  telemetrytypes.FieldContextScope,
+					FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
+				},
+				{
+					Name:          "scope.version",
+					Signal:        telemetrytypes.SignalUnspecified,
+					FieldContext:  telemetrytypes.FieldContextUnspecified,
+					FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
+				},
+			},
+		},
+		{
+			// A scope attribute whose own name carries a `scope.` prefix. `scope.prefixed`
+			// normalizes to {prefixed, scope}; the second selector re-adds the prefix so the
+			// metadata fetch can target the attribute's exact key `scope.prefixed` rather than
+			// relying on the broad `%prefixed%` match.
+			query: `scope.prefixed = 'x'`,
+			expectedKeys: []telemetrytypes.FieldKeySelector{
+				{
+					Name:          "prefixed",
+					Signal:        telemetrytypes.SignalUnspecified,
+					FieldContext:  telemetrytypes.FieldContextScope,
+					FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
+				},
+				{
+					Name:          "scope.prefixed",
+					Signal:        telemetrytypes.SignalUnspecified,
+					FieldContext:  telemetrytypes.FieldContextUnspecified,
+					FieldDataType: telemetrytypes.FieldDataTypeUnspecified,
+				},
+			},
+		},
 	}
 
 	for _, testCase := range testCases {

pkg/querybuilder/where_clause_visitor.go

@@ -9,7 +9,9 @@ import (
 	"strings"
 
 	"github.com/SigNoz/signoz/pkg/errors"
+	"github.com/SigNoz/signoz/pkg/flagger"
 	grammar "github.com/SigNoz/signoz/pkg/parser/filterquery/grammar"
+	"github.com/SigNoz/signoz/pkg/semconv"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/valuer"
@@ -27,6 +29,7 @@ const stringMatchingOperatorDocURL = "https://signoz.io/docs/userguide/operators
 type filterExpressionVisitor struct {
 	context            context.Context
 	orgID              valuer.UUID
+	fl                 flagger.Flagger
 	fieldMapper        qbtypes.FieldMapper
 	conditionBuilder   qbtypes.ConditionBuilder
 	warnings           []string
@@ -48,8 +51,11 @@ type filterExpressionVisitor struct {
 }
 
 type FilterExprVisitorOpts struct {
-	Context            context.Context
-	OrgID              valuer.UUID
+	Context context.Context
+	OrgID   valuer.UUID
+	// Flagger evaluates the resolve_semconv_families flag during resolution.
+	// A nil Flagger keeps resolution literal.
+	Flagger            flagger.Flagger
 	Logger             *slog.Logger
 	FieldMapper        qbtypes.FieldMapper
 	ConditionBuilder   qbtypes.ConditionBuilder
@@ -68,6 +74,7 @@ func newFilterExpressionVisitor(opts FilterExprVisitorOpts) *filterExpressionVis
 	return &filterExpressionVisitor{
 		context:            opts.Context,
 		orgID:              opts.OrgID,
+		fl:                 opts.Flagger,
 		fieldMapper:        opts.FieldMapper,
 		conditionBuilder:   opts.ConditionBuilder,
 		fieldKeys:          opts.FieldKeys,
@@ -360,7 +367,7 @@ func (v *filterExpressionVisitor) VisitPrimary(ctx *grammar.PrimaryContext) any
 				return ErrorConditionLiteral
 			}
 		}
-		conds, ok := v.buildConditions(v.fullTextColumn, []*telemetrytypes.TelemetryFieldKey{v.fullTextColumn}, qbtypes.FilterOperatorRegexp, FormatFullTextSearch(searchText))
+		conds, ok := v.buildConditions(v.fullTextColumn, []*telemetrytypes.LogicalField{telemetrytypes.SingleLogicalField(v.fullTextColumn.Name, v.fullTextColumn)}, qbtypes.FilterOperatorRegexp, FormatFullTextSearch(searchText))
 		if !ok {
 			return ErrorConditionLiteral
 		}
@@ -379,7 +386,7 @@ func (v *filterExpressionVisitor) VisitPrimary(ctx *grammar.PrimaryContext) any
 // VisitComparison handles all comparison operators.
 func (v *filterExpressionVisitor) VisitComparison(ctx *grammar.ComparisonContext) any {
 	key := v.Visit(ctx.Key()).(*telemetrytypes.TelemetryFieldKey)
-	matching := MatchingFieldKeys(key, v.fieldKeys)
+	matching := MatchingLogicalFields(v.context, v.orgID, v.fl, key, v.fieldKeys)
 
 	// Handle EXISTS specially
 	if ctx.EXISTS() != nil {
@@ -675,7 +682,7 @@ func (v *filterExpressionVisitor) VisitFullText(ctx *grammar.FullTextContext) an
 		v.errors = append(v.errors, "full text search is not supported")
 		return ErrorConditionLiteral
 	}
-	conds, ok := v.buildConditions(v.fullTextColumn, []*telemetrytypes.TelemetryFieldKey{v.fullTextColumn}, qbtypes.FilterOperatorRegexp, FormatFullTextSearch(text))
+	conds, ok := v.buildConditions(v.fullTextColumn, []*telemetrytypes.LogicalField{telemetrytypes.SingleLogicalField(v.fullTextColumn.Name, v.fullTextColumn)}, qbtypes.FilterOperatorRegexp, FormatFullTextSearch(text))
 	if !ok {
 		return ErrorConditionLiteral
 	}
@@ -730,7 +737,7 @@ func (v *filterExpressionVisitor) VisitFunctionCall(ctx *grammar.FunctionCallCon
 		return ErrorConditionLiteral
 	}
 
-	conds, ok := v.buildConditions(key, MatchingFieldKeys(key, v.fieldKeys), operator, value)
+	conds, ok := v.buildConditions(key, MatchingLogicalFields(v.context, v.orgID, v.fl, key, v.fieldKeys), operator, value)
 	if !ok {
 		return ErrorConditionLiteral
 	}
@@ -922,7 +929,7 @@ func (v *filterExpressionVisitor) VisitKey(ctx *grammar.KeyContext) any {
 
 // buildConditions invokes the condition builder for a filter term, folding its
 // warnings/errors into visitor state; returns false if an error was recorded.
-func (v *filterExpressionVisitor) buildConditions(key *telemetrytypes.TelemetryFieldKey, matching []*telemetrytypes.TelemetryFieldKey, op qbtypes.FilterOperator, value any) ([]string, bool) {
+func (v *filterExpressionVisitor) buildConditions(key *telemetrytypes.TelemetryFieldKey, matching []*telemetrytypes.LogicalField, op qbtypes.FilterOperator, value any) ([]string, bool) {
 	conds, warns, err := v.conditionBuilder.ConditionFor(v.context, v.orgID, v.startNs, v.endNs, key, v.fieldKeys, qbtypes.ConditionBuilderOptions{SkipResourceFilter: v.skipResourceFilter}, op, value, v.builder)
 	if err != nil {
 		_, _, _, _, errURL, _ := errors.Unwrapb(err)
@@ -979,30 +986,161 @@ func assignIfEmpty(s *string, value string) {
 	}
 }
 
-// MatchingFieldKeys returns the field keys from the map that match the given key,
-// honoring any context/data type the user specified.
-func MatchingFieldKeys(field *telemetrytypes.TelemetryFieldKey, fieldKeys map[string][]*telemetrytypes.TelemetryFieldKey) []*telemetrytypes.TelemetryFieldKey {
-	fieldKeysForName := []*telemetrytypes.TelemetryFieldKey{}
-
-	// match by name; keep items whose context and data type match (unspecified matches any)
-	for _, item := range fieldKeys[field.Name] {
-		if (field.FieldContext == telemetrytypes.FieldContextUnspecified || field.FieldContext == item.FieldContext) &&
-			(field.FieldDataType == telemetrytypes.FieldDataTypeUnspecified || field.FieldDataType == item.FieldDataType) {
-			fieldKeysForName = append(fieldKeysForName, item)
-		}
+// familyMemberNames returns the physical spellings to look up for the
+// referenced key: the semantic-convention family members (current-first) when
+// the resolve_semconv_families flag is on for the org and the key can resolve
+// to traces, else just the requested name. Only trace field mappers understand
+// families today; logs and metrics keep the requested spelling until theirs
+// land.
+func familyMemberNames(ctx context.Context, orgID valuer.UUID, fl flagger.Flagger, field *telemetrytypes.TelemetryFieldKey) []string {
+	if !semconvFamiliesEnabled(ctx, orgID, fl) {
+		return []string{field.Name}
 	}
-
-	// A context may have been split off a name that legitimately contained it (e.g.
-	// `attribute.key`); also look up the context-prefixed name so both readings resolve.
-	if field.FieldContext != telemetrytypes.FieldContextUnspecified {
-		contextPrefixedFieldName := fmt.Sprintf("%s.%s", field.FieldContext.StringValue(), field.Name)
-		for _, item := range fieldKeys[contextPrefixedFieldName] {
-			// Context already matched via the lookup key; only data type needs checking.
-			if field.FieldDataType == telemetrytypes.FieldDataTypeUnspecified || item.FieldDataType == field.FieldDataType {
-				fieldKeysForName = append(fieldKeysForName, item)
-			}
-		}
+	if field.Signal != telemetrytypes.SignalUnspecified && field.Signal != telemetrytypes.SignalTraces {
+		return []string{field.Name}
 	}
-
-	return fieldKeysForName
+	return semconv.Members(semconv.KindAttribute, telemetrytypes.FieldKeySelector{
+		Name:         field.Name,
+		Signal:       telemetrytypes.SignalTraces,
+		FieldContext: field.FieldContext,
+	})
+}
+
+// MatchingLogicalFields resolves the referenced key against the metadata map
+// into logical fields, honoring any context/data type the user specified.
+//
+// Physical keys that are members of one semantic-convention family (traces
+// only today) group into one logical field per (signal, context, data type)
+// identity, members ordered current-first. Every other matching key becomes
+// its own single-member logical field. Ambiguity is the length of the
+// returned slice: one family is one element and is never ambiguous with
+// itself, but the slice can hold several logical fields — including several
+// family fields, one per identity, when the family exists under more than
+// one context or data type. Members alias the metadata map entries; nothing
+// is copied or mutated.
+//
+// Family grouping only happens when the resolve_semconv_families flag is on
+// for the org. A nil flagger means off: every match then stays a
+// single-member logical field.
+func MatchingLogicalFields(ctx context.Context, orgID valuer.UUID, fl flagger.Flagger, field *telemetrytypes.TelemetryFieldKey, fieldKeys map[string][]*telemetrytypes.TelemetryFieldKey) []*telemetrytypes.LogicalField {
+	members := familyMemberNames(ctx, orgID, fl, field)
+	matches := collectMemberMatches(field, members, fieldKeys)
+	return groupIntoLogicalFields(field.Name, len(members) > 1, matches)
+}
+
+// memberMatch pairs a metadata entry with the family rank of the member name
+// it matched under. The stored name of a context-prefixed match differs from
+// the member name, so the rank must travel with the match.
+type memberMatch struct {
+	key  *telemetrytypes.TelemetryFieldKey
+	rank int
+}
+
+// matchesRequestedIdentity reports whether the entry fits the context and data
+// type that the request specified; unspecified matches any. A context-prefixed
+// lookup already matched the context through the lookup key itself.
+func matchesRequestedIdentity(field, item *telemetrytypes.TelemetryFieldKey, contextMatched bool) bool {
+	if !contextMatched && field.FieldContext != telemetrytypes.FieldContextUnspecified && field.FieldContext != item.FieldContext {
+		return false
+	}
+	if field.FieldDataType != telemetrytypes.FieldDataTypeUnspecified && field.FieldDataType != item.FieldDataType {
+		return false
+	}
+	return true
+}
+
+// inFamilyScope reports whether a match found under a sibling member name is
+// legitimate: the entry must be trace metadata, and the member must be in the
+// family of the requested name for the entry's context. A member lookup can
+// otherwise find a same-named field in a scope where the family does not
+// apply.
+func inFamilyScope(field, item *telemetrytypes.TelemetryFieldKey, memberName string) bool {
+	if item.Signal != telemetrytypes.SignalTraces {
+		return false
+	}
+	return slices.Contains(semconv.Members(semconv.KindAttribute, telemetrytypes.FieldKeySelector{
+		Name:         field.Name,
+		Signal:       telemetrytypes.SignalTraces,
+		FieldContext: item.FieldContext,
+	}), memberName)
+}
+
+// collectMemberMatches finds the metadata entries for every member spelling:
+// first under the member names, then under their context-prefixed spellings
+// (a context can be a legitimate part of a stored name, e.g. `attribute.key`).
+func collectMemberMatches(field *telemetrytypes.TelemetryFieldKey, members []string, fieldKeys map[string][]*telemetrytypes.TelemetryFieldKey) []memberMatch {
+	matches := make([]memberMatch, 0)
+	collect := func(lookupName string, rank int, memberName string, contextMatched bool) {
+		for _, item := range fieldKeys[lookupName] {
+			if !matchesRequestedIdentity(field, item, contextMatched) {
+				continue
+			}
+			if memberName != field.Name && !inFamilyScope(field, item, memberName) {
+				continue
+			}
+			matches = append(matches, memberMatch{key: item, rank: rank})
+		}
+	}
+
+	for rank, member := range members {
+		collect(member, rank, member, false)
+	}
+	if field.FieldContext != telemetrytypes.FieldContextUnspecified {
+		for rank, member := range members {
+			collect(fmt.Sprintf("%s.%s", field.FieldContext.StringValue(), member), rank, member, true)
+		}
+	}
+	return matches
+}
+
+// groupIntoLogicalFields turns matches into logical fields. Trace entries in
+// family mode group by their (signal, context, data type) identity; every
+// other entry becomes its own single-member field. Members sort by family
+// rank at the end: precedence is a property of the family, not of the order
+// in which the lookups found the members.
+func groupIntoLogicalFields(requestedName string, familyMode bool, matches []memberMatch) []*telemetrytypes.LogicalField {
+	fields := make([]*telemetrytypes.LogicalField, 0, len(matches))
+	groups := make(map[string]*telemetrytypes.LogicalField)
+	ranks := make(map[*telemetrytypes.TelemetryFieldKey]int)
+
+	for _, match := range matches {
+		if !familyMode || match.key.Signal != telemetrytypes.SignalTraces {
+			fields = append(fields, telemetrytypes.SingleLogicalField(requestedName, match.key))
+			continue
+		}
+
+		identity := match.key.Signal.StringValue() + ";" + match.key.FieldContext.StringValue() + ";" + match.key.FieldDataType.StringValue()
+		group, ok := groups[identity]
+		if !ok {
+			group = &telemetrytypes.LogicalField{
+				Name:          requestedName,
+				Signal:        match.key.Signal,
+				FieldContext:  match.key.FieldContext,
+				FieldDataType: match.key.FieldDataType,
+			}
+			groups[identity] = group
+			fields = append(fields, group)
+		}
+		if groupHasMemberNamed(group, match.key.Name) {
+			continue
+		}
+		ranks[match.key] = match.rank
+		group.Members = append(group.Members, match.key)
+	}
+
+	for _, logical := range fields {
+		slices.SortStableFunc(logical.Members, func(a, b *telemetrytypes.TelemetryFieldKey) int {
+			return ranks[a] - ranks[b]
+		})
+	}
+	return fields
+}
+
+func groupHasMemberNamed(group *telemetrytypes.LogicalField, name string) bool {
+	for _, member := range group.Members {
+		if member.Name == name {
+			return true
+		}
+	}
+	return false
 }

pkg/querybuilder/where_clause_visitor_test.go

@@ -588,9 +588,11 @@ func TestVisitKey(t *testing.T) {
 
 			// VisitKey only parses; the condition builder matches, resolves ambiguity
 			// and decides not-found handling. Replay that here against the generic
-			// builder behavior (error unless the key is ignored).
-			matching := MatchingFieldKeys(key, tt.fieldKeys)
-			keys, warning := ResolveKeys(key, matching)
+			// builder behavior (error unless the key is ignored). The test maps carry
+			// no signal, so every logical field is single-member and flattens losslessly.
+			matching := MatchingLogicalFields(context.Background(), valuer.UUID{}, nil, key, tt.fieldKeys)
+			resolved, warning := ResolveLogicalFields(key, matching)
+			keys := SingleKeys(resolved)
 
 			var gotErrors []string
 			var gotMainErrURL, gotMainWrnURL string
@@ -766,7 +768,8 @@ func (b *resourceConditionBuilder) ConditionFor(
 		return nil, nil, nil
 	}
 
-	keys, warning := ResolveKeys(key, MatchingFieldKeys(key, fieldKeys))
+	resolved, warning := ResolveLogicalFields(key, MatchingLogicalFields(context.Background(), valuer.UUID{}, nil, key, fieldKeys))
+	keys := SingleKeys(resolved)
 	var warnings []string
 	if warning != "" {
 		warnings = append(warnings, warning)
@@ -808,7 +811,8 @@ func (b *conditionBuilder) ConditionFor(
 		return []string{fmt.Sprintf("%s_cond", key.Name)}, nil, nil
 	}
 
-	keys, warning := ResolveKeys(key, MatchingFieldKeys(key, fieldKeys))
+	resolved, warning := ResolveLogicalFields(key, MatchingLogicalFields(context.Background(), valuer.UUID{}, nil, key, fieldKeys))
+	keys := SingleKeys(resolved)
 	var warnings []string
 	if warning != "" {
 		warnings = append(warnings, warning)

pkg/signoz/handler.go

@@ -12,6 +12,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/global"
 	"github.com/SigNoz/signoz/pkg/global/signozglobal"
 	"github.com/SigNoz/signoz/pkg/licensing"
+	"github.com/SigNoz/signoz/pkg/modules/aiobservability"
+	"github.com/SigNoz/signoz/pkg/modules/aiobservability/implaiobservability"
 	"github.com/SigNoz/signoz/pkg/modules/apdex"
 	"github.com/SigNoz/signoz/pkg/modules/apdex/implapdex"
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration"
@@ -72,6 +74,7 @@ type Handlers struct {
 	FlaggerHandler          flagger.Handler
 	GatewayHandler          gateway.Handler
 	Fields                  fields.Handler
+	AIObservability         aiobservability.Handler
 	AuthzHandler            authz.Handler
 	ZeusHandler             zeus.Handler
 	QuerierHandler          querier.Handler
@@ -120,6 +123,7 @@ func NewHandlers(
 		FlaggerHandler:          flagger.NewHandler(flaggerService),
 		GatewayHandler:          gateway.NewHandler(gatewayService),
 		Fields:                  implfields.NewHandler(providerSettings, telemetryMetadataStore),
+		AIObservability:         implaiobservability.NewHandler(telemetryMetadataStore),
 		AuthzHandler:            signozauthzapi.NewHandler(authz),
 		ZeusHandler:             zeus.NewHandler(zeusService, licensing),
 		QuerierHandler:          querierHandler,

pkg/signoz/openapi.go

@@ -17,6 +17,7 @@ import (
 	"github.com/SigNoz/signoz/pkg/global"
 	"github.com/SigNoz/signoz/pkg/http/handler"
 	"github.com/SigNoz/signoz/pkg/instrumentation"
+	"github.com/SigNoz/signoz/pkg/modules/aiobservability"
 	"github.com/SigNoz/signoz/pkg/modules/authdomain"
 	"github.com/SigNoz/signoz/pkg/modules/cloudintegration"
 	"github.com/SigNoz/signoz/pkg/modules/dashboard"
@@ -74,6 +75,7 @@ func NewOpenAPI(ctx context.Context, instrumentation instrumentation.Instrumenta
 		struct{ inframonitoring.Handler }{},
 		struct{ gateway.Handler }{},
 		struct{ fields.Handler }{},
+		struct{ aiobservability.Handler }{},
 		struct{ authz.Handler }{},
 		struct{ rawdataexport.Handler }{},
 		struct{ zeus.Handler }{},

pkg/signoz/provider.go

@@ -241,6 +241,8 @@ func NewSQLMigrationProviderFactories(
 		sqlmigration.NewBackfillSavedViewRequestTypeFactory(sqlstore),
 		sqlmigration.NewRestructureAuthDomainConfigFactory(sqlstore),
 		sqlmigration.NewFixSavedViewSelectFieldsFactory(sqlstore),
+		sqlmigration.NewDeleteOrphanUserRolesFactory(),
+		sqlmigration.NewMigrateLambdaDashboardsFactory(),
 	)
 }
 
@@ -326,6 +328,7 @@ func NewAPIServerProviderFactories(orgGetter organization.Getter, authz authz.Au
 			handlers.InfraMonitoring,
 			handlers.GatewayHandler,
 			handlers.Fields,
+			handlers.AIObservability,
 			handlers.AuthzHandler,
 			handlers.RawDataExport,
 			handlers.ZeusHandler,

pkg/sqlmigration/115_delete_orphan_user_roles.go

@@ -0,0 +1,65 @@
+package sqlmigration
+
+import (
+	"context"
+	"database/sql"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/authtypes"
+	"github.com/uptrace/bun"
+	"github.com/uptrace/bun/migrate"
+)
+
+type deleteOrphanUserRoles struct{}
+
+func NewDeleteOrphanUserRolesFactory() factory.ProviderFactory[SQLMigration, Config] {
+	return factory.NewProviderFactory(
+		factory.MustNewName("delete_orphan_user_roles"),
+		func(ctx context.Context, ps factory.ProviderSettings, c Config) (SQLMigration, error) {
+			return &deleteOrphanUserRoles{}, nil
+		},
+	)
+}
+
+func (migration *deleteOrphanUserRoles) Register(migrations *migrate.Migrations) error {
+	return migrations.Register(migration.Up, migration.Down)
+}
+
+func (migration *deleteOrphanUserRoles) Up(ctx context.Context, db *bun.DB) error {
+	tx, err := db.BeginTx(ctx, nil)
+	if err != nil {
+		return err
+	}
+	defer func() {
+		_ = tx.Rollback()
+	}()
+
+	var deletedUserIDs []string
+	err = tx.NewSelect().
+		Model(new(types.User)).
+		Column("id").
+		Where("status = ?", types.UserStatusDeleted).
+		Scan(ctx, &deletedUserIDs)
+	if err != nil && err != sql.ErrNoRows {
+		return err
+	}
+
+	if len(deletedUserIDs) == 0 {
+		return tx.Commit()
+	}
+
+	_, err = tx.NewDelete().
+		Model(new(authtypes.UserRole)).
+		Where("user_id IN (?)", bun.In(deletedUserIDs)).
+		Exec(ctx)
+	if err != nil {
+		return err
+	}
+
+	return tx.Commit()
+}
+
+func (migration *deleteOrphanUserRoles) Down(context.Context, *bun.DB) error {
+	return nil
+}

pkg/sqlmigration/116_migrate_lambda_dashboards.go

@@ -0,0 +1,160 @@
+package sqlmigration
+
+import (
+	"bytes"
+	"context"
+	"embed"
+	"encoding/json"
+	"time"
+
+	"github.com/SigNoz/signoz/pkg/factory"
+	"github.com/uptrace/bun"
+	"github.com/uptrace/bun/migrate"
+)
+
+//go:embed 116_migrate_lambda_dashboards
+var lambdaDashboardFiles embed.FS
+
+// These values mirror the cloud integration and dashboard packages but are duplicated
+// here so this migration keeps targeting and writing the same rows even if those
+// constants are later renamed or changed.
+const (
+	lambdaDashboardFile = "116_migrate_lambda_dashboards/aws/lambda/overview.json"
+
+	lambdaDashboardSlug               = "aws-lambda-overview"
+	cloudIntegrationDashboardProvider = "cloud_integration"
+	integrationDashboardSource        = "integration"
+	dashboardSchemaVersion            = "v6"
+)
+
+type migrateLambdaDashboards struct{}
+
+type lambdaDashboardRow struct {
+	bun.BaseModel `bun:"table:dashboard,alias:dashboard"`
+
+	ID   string `bun:"id"`
+	Data string `bun:"data"`
+}
+
+// lambdaDashboardDefinition is the part of the embedded dashboard this migration reads:
+// its spec, which is what the cloud integration stores under data.spec.
+type lambdaDashboardDefinition struct {
+	Spec map[string]any `json:"spec"`
+}
+
+func NewMigrateLambdaDashboardsFactory() factory.ProviderFactory[SQLMigration, Config] {
+	return factory.NewProviderFactory(
+		factory.MustNewName("migrate_lambda_dashboards"),
+		func(ctx context.Context, ps factory.ProviderSettings, c Config) (SQLMigration, error) {
+			return &migrateLambdaDashboards{}, nil
+		},
+	)
+}
+
+func (m *migrateLambdaDashboards) Register(migrations *migrate.Migrations) error {
+	return migrations.Register(m.Up, m.Down)
+}
+
+// Up rewrites the spec of every provisioned AWS Lambda overview dashboard to the
+// embedded revision that added the FunctionName variable. Cloud integration dashboards
+// are provisioned once and never updated afterwards, so existing installs only pick up
+// this change through a migration. Only the spec is replaced; the row keeps its id, name,
+// tags and metadata, so the dashboard is updated in place rather than recreated.
+func (m *migrateLambdaDashboards) Up(ctx context.Context, db *bun.DB) error {
+	spec, err := m.loadSpec()
+	if err != nil {
+		return err
+	}
+
+	tx, err := db.BeginTx(ctx, nil)
+	if err != nil {
+		return err
+	}
+	defer func() { _ = tx.Rollback() }()
+
+	var rows []*lambdaDashboardRow
+	if err := tx.NewSelect().
+		Model(&rows).
+		Join("JOIN integration_dashboard AS id ON id.dashboard_id = dashboard.id").
+		Where("id.provider = ?", cloudIntegrationDashboardProvider).
+		Where("id.slug = ?", lambdaDashboardSlug).
+		Where("dashboard.source = ?", integrationDashboardSource).
+		Scan(ctx); err != nil {
+		return err
+	}
+
+	for _, row := range rows {
+		data := map[string]any{}
+		if err := json.Unmarshal([]byte(row.Data), &data); err != nil {
+			return err
+		}
+
+		// The embedded spec is v6-shaped, so only rewrite a row already carrying a v6 spec;
+		// anything else is left alone rather than turned into a broken mix of versions.
+		if !m.hasV6Spec(data) {
+			continue
+		}
+		data["spec"] = spec
+
+		encoded, err := m.marshalUnescaped(data)
+		if err != nil {
+			return err
+		}
+		// Skip rows already carrying this spec so a re-run does not needlessly rewrite them.
+		if string(encoded) == row.Data {
+			continue
+		}
+
+		if _, err := tx.NewUpdate().
+			Model((*lambdaDashboardRow)(nil)).
+			Set("data = ?", string(encoded)).
+			Set("updated_at = ?", time.Now()).
+			Where("id = ?", row.ID).
+			Exec(ctx); err != nil {
+			return err
+		}
+	}
+
+	return tx.Commit()
+}
+
+func (m *migrateLambdaDashboards) Down(context.Context, *bun.DB) error {
+	return nil
+}
+
+// hasV6Spec reports whether the stored data is a v6 dashboard with a spec object, which
+// is the shape whose spec this migration replaces.
+func (m *migrateLambdaDashboards) hasV6Spec(data map[string]any) bool {
+	metadata, _ := data["metadata"].(map[string]any)
+	version, _ := metadata["schemaVersion"].(string)
+	if version != dashboardSchemaVersion {
+		return false
+	}
+	_, ok := data["spec"].(map[string]any)
+	return ok
+}
+
+func (m *migrateLambdaDashboards) marshalUnescaped(v any) ([]byte, error) {
+	var buf bytes.Buffer
+	encoder := json.NewEncoder(&buf)
+	encoder.SetEscapeHTML(false)
+	if err := encoder.Encode(v); err != nil {
+		return nil, err
+	}
+
+	return bytes.TrimRight(buf.Bytes(), "\n"), nil
+}
+
+func (m *migrateLambdaDashboards) loadSpec() (map[string]any, error) {
+	raw, err := lambdaDashboardFiles.ReadFile(lambdaDashboardFile)
+	if err != nil {
+		return nil, err
+	}
+
+	var dashboard lambdaDashboardDefinition
+	if err := json.Unmarshal(raw, &dashboard); err != nil {
+		return nil, err
+	}
+
+	return dashboard.Spec, nil
+}

pkg/sqlmigration/116_migrate_lambda_dashboards/aws/lambda/overview.json

@@ -0,0 +1,856 @@
+{
+  "schemaVersion": "v6",
+  "image": "data:image/svg+xml;base64,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",
+  "name": "",
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+                "fillSpans": false
+              },
+              "formatting": {
+                "unit": "ms",
+                "decimalPrecision": "2"
+              },
+              "chartAppearance": {
+                "lineInterpolation": "spline",
+                "showPoints": false,
+                "lineStyle": "solid",
+                "fillMode": "none",
+                "spanGaps": {
+                  "fillOnlyBelow": false,
+                  "fillLessThan": ""
+                }
+              },
+              "axes": {
+                "softMin": 0,
+                "softMax": 0,
+                "isLogScale": false
+              },
+              "legend": {
+                "position": "bottom",
+                "mode": "list",
+                "customColors": null
+              },
+              "thresholds": null
+            }
+          },
+          "queries": [
+            {
+              "kind": "time_series",
+              "spec": {
+                "name": "A",
+                "plugin": {
+                  "kind": "signoz/BuilderQuery",
+                  "spec": {
+                    "name": "A",
+                    "stepInterval": 60,
+                    "signal": "metrics",
+                    "source": "",
+                    "aggregations": [
+                      {
+                        "metricName": "aws_Lambda_Duration_max",
+                        "temporality": "",
+                        "timeAggregation": "max",
+                        "spaceAggregation": "max",
+                        "reduceTo": "avg"
+                      }
+                    ],
+                    "disabled": false,
+                    "filter": {
+                      "expression": "(cloud.account.id = $Account AND cloud.region = $Region AND FunctionName EXISTS AND Resource NOT EXISTS) AND FunctionName IN $FunctionName"
+                    },
+                    "groupBy": [
+                      {
+                        "name": "cloud.account.id",
+                        "signal": "",
+                        "fieldContext": "attribute",
+                        "fieldDataType": "string"
+                      },
+                      {
+                        "name": "cloud.region",
+                        "signal": "",
+                        "fieldContext": "attribute",
+                        "fieldDataType": "string"
+                      },
+                      {
+                        "name": "FunctionName",
+                        "signal": "",
+                        "fieldContext": "attribute",
+                        "fieldDataType": "string"
+                      }
+                    ],
+                    "order": [],
+                    "having": {
+                      "expression": ""
+                    },
+                    "functions": [],
+                    "legend": "{{FunctionName}}"
+                  }
+                }
+              }
+            }
+          ],
+          "links": []
+        }
+      }
+    },
+    "layouts": [
+      {
+        "kind": "Grid",
+        "spec": {
+          "items": [
+            {
+              "x": 0,
+              "y": 0,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/877bb5c8-331c-492f-b666-2054c2ae39bd"
+              }
+            },
+            {
+              "x": 6,
+              "y": 0,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/b038520d-0756-4e46-a915-12a2f19a0254"
+              }
+            },
+            {
+              "x": 0,
+              "y": 6,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/2516c785-b025-49b3-aeb4-a4735ccb2709"
+              }
+            },
+            {
+              "x": 6,
+              "y": 6,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/6354ea62-e82b-4323-a33d-eef92519e843"
+              }
+            },
+            {
+              "x": 0,
+              "y": 12,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/853d3a92-b396-4064-8762-18d7487989e0"
+              }
+            },
+            {
+              "x": 6,
+              "y": 12,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/ae6d7c81-d921-4d4c-95ec-6b42d900ea45"
+              }
+            },
+            {
+              "x": 0,
+              "y": 18,
+              "width": 6,
+              "height": 6,
+              "content": {
+                "$ref": "#/spec/panels/4119a1e5-32a8-4859-96e9-a5451114782b"
+              }
+            }
+          ]
+        }
+      }
+    ],
+    "duration": "",
+    "refreshInterval": "",
+    "links": []
+  }
+}

pkg/statementbuilder/aistatementbuilder/statement_builder.go

@@ -7,7 +7,9 @@ import (
 	"github.com/SigNoz/signoz/pkg/flagger"
 	"github.com/SigNoz/signoz/pkg/statementbuilder"
 	scopedtraces "github.com/SigNoz/signoz/pkg/statementbuilder/scopedtracesstatementbuilder"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/aitelemetryschema"
 	"github.com/SigNoz/signoz/pkg/telemetrystore"
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 )
@@ -25,7 +27,7 @@ func NewFactory(
 // Scope describes gen_ai for the scoped trace builder: an AI trace has >=1 gen_ai
 // LLM, tool, or agent span, and its list adds AI/LLM per-trace metrics.
 func Scope() scopedtraces.TraceScope {
-	gateKeyNames := []string{telemetrytypes.GenAIRequestModel, telemetrytypes.GenAIToolName, telemetrytypes.GenAIAgentName}
+	gateKeyNames := []string{aiobservabilitytypes.GenAIRequestModel, aiobservabilitytypes.GenAIToolName, aiobservabilitytypes.GenAIAgentName}
 	gateExprs := make([]string, 0, len(gateKeyNames))
 	gateKeys := make([]*telemetrytypes.TelemetryFieldKey, 0, len(gateKeyNames))
 	for _, name := range gateKeyNames {
@@ -37,14 +39,14 @@ func Scope() scopedtraces.TraceScope {
 		})
 	}
 
-	defs := telemetrytypes.GenAIFieldDefinitions
-	reqModel := defs[telemetrytypes.GenAIRequestModel]
-	toolName := defs[telemetrytypes.GenAIToolName]
-	inTok := defs[telemetrytypes.GenAIUsageInputTokens]
-	outTok := defs[telemetrytypes.GenAIUsageOutputTokens]
-	cost := defs[telemetrytypes.SignozGenAITotalCost]
-	inMsg := defs[telemetrytypes.GenAIInputMessages]
-	outMsg := defs[telemetrytypes.GenAIOutputMessages]
+	defs := aitelemetryschema.GenAIFields
+	reqModel := defs[aiobservabilitytypes.GenAIRequestModel]
+	toolName := defs[aiobservabilitytypes.GenAIToolName]
+	inTok := defs[aiobservabilitytypes.GenAIUsageInputTokens]
+	outTok := defs[aiobservabilitytypes.GenAIUsageOutputTokens]
+	cost := defs[aiobservabilitytypes.SignozGenAITotalCost]
+	inMsg := defs[aiobservabilitytypes.GenAIInputMessages]
+	outMsg := defs[aiobservabilitytypes.GenAIOutputMessages]
 
 	str := telemetrytypes.FieldDataTypeString
 	columns := append(scopedtraces.CommonTraceColumns(),
@@ -62,13 +64,20 @@ func Scope() scopedtraces.TraceScope {
 		scopedtraces.TraceColumn{Alias: "max_llm_duration_nano", Orderable: true, Expr: scopedtraces.ScopedToKeyColumn(scopedtraces.AggMax, scopedtraces.IntrinsicSpanKey("duration_nano"), &reqModel)},
 		// errors across the whole trace (any span), so display-only.
 		scopedtraces.TraceColumn{Alias: "error_count", Expr: scopedtraces.CondCount(scopedtraces.IntrinsicSpanKey("has_error"), qbtypes.FilterOperatorEqual, true)},
-		// timestamp of the last gen_ai span (LLM/tool/agent), hence gate-scoped.
+		// timestamp of the last gen_ai span (LLM/tool/agent), hence gate-scoped;
+		// order-only: a raw-nanos threshold makes no sense in the filter bar.
 		scopedtraces.TraceColumn{Alias: "last_activity_time", Orderable: true, Expr: scopedtraces.ScopedReduce(scopedtraces.AggMax, scopedtraces.IntrinsicSpanKey("timestamp"))},
 		// previews: first call's input (the prompt), last call's output (the answer).
 		scopedtraces.TraceColumn{Alias: "input", SpanLevel: true, Expr: scopedtraces.PickBy(&inMsg, str, scopedtraces.IntrinsicSpanKey("timestamp"), scopedtraces.PickEarliest)},
 		scopedtraces.TraceColumn{Alias: "output", SpanLevel: true, Expr: scopedtraces.PickBy(&outMsg, str, scopedtraces.IntrinsicSpanKey("timestamp"), scopedtraces.PickLatest)},
 	)
 
+	for i, c := range columns {
+		if _, ok := aitelemetryschema.TraceAggregateFields[c.Alias]; ok {
+			columns[i].Filterable = true
+		}
+	}
+
 	return scopedtraces.TraceScope{
 		FilterExpression:  strings.Join(gateExprs, " OR "),
 		FieldKeys:         gateKeys,

pkg/statementbuilder/aistatementbuilder/statement_builder_test.go

@@ -11,6 +11,8 @@ import (
 	"github.com/SigNoz/signoz/pkg/instrumentation/instrumentationtest"
 	"github.com/SigNoz/signoz/pkg/statementbuilder"
 	scopedtraces "github.com/SigNoz/signoz/pkg/statementbuilder/scopedtracesstatementbuilder"
+	"github.com/SigNoz/signoz/pkg/telemetryschema/aitelemetryschema"
+	"github.com/SigNoz/signoz/pkg/types/aiobservabilitytypes"
 	qbtypes "github.com/SigNoz/signoz/pkg/types/querybuildertypes/querybuildertypesv5"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes"
 	"github.com/SigNoz/signoz/pkg/types/telemetrytypes/telemetrytypestest"
@@ -40,8 +42,7 @@ func otelKeysMap() map[string][]*telemetrytypes.TelemetryFieldKey {
 
 	m := make(map[string][]*telemetrytypes.TelemetryFieldKey)
 
-	// mirrors what enrichWithGenAIKeys surfaces in production
-	for name, def := range telemetrytypes.GenAIFieldDefinitions {
+	for name, def := range aitelemetryschema.GenAIFields {
 		keyCopy := def
 		m[name] = []*telemetrytypes.TelemetryFieldKey{&keyCopy}
 	}
@@ -976,8 +977,8 @@ func TestBuild_UnsupportedRequestType(t *testing.T) {
 // mask, OR-combined.
 func TestBuild_TraceList_MultiVariantGateKey(t *testing.T) {
 	keys := otelKeysMap()
-	keys[telemetrytypes.GenAIToolName] = append(keys[telemetrytypes.GenAIToolName], &telemetrytypes.TelemetryFieldKey{
-		Name:          telemetrytypes.GenAIToolName,
+	keys[aiobservabilitytypes.GenAIToolName] = append(keys[aiobservabilitytypes.GenAIToolName], &telemetrytypes.TelemetryFieldKey{
+		Name:          aiobservabilitytypes.GenAIToolName,
 		Signal:        telemetrytypes.SignalTraces,
 		FieldContext:  telemetrytypes.FieldContextAttribute,
 		FieldDataType: telemetrytypes.FieldDataTypeFloat64,