chore: update integration test flakiness

chore: fix openapi specs, lint issues and fix tests
chore: minor changes to naming
2026-06-11 03:10:32 +01:00 · 2026-06-10 18:28:15 +05:30 · 2026-06-10 17:57:31 +05:30 · 2026-06-10 17:57:31 +05:30 · 2026-06-10 17:57:31 +05:30 · 2026-06-10 17:57:31 +05:30
209 changed files with 21845 additions and 2117 deletions
--- a/.github/workflows/build-staging.yaml
+++ b/.github/workflows/build-staging.yaml
@@ -64,6 +64,10 @@ jobs:
        run: |
          mkdir -p frontend
          echo 'CI=1' > frontend/.env
+          echo 'VITE_SENTRY_AUTH_TOKEN="${{ secrets.SENTRY_AUTH_TOKEN }}"' >> frontend/.env
+          echo 'VITE_SENTRY_ORG="${{ secrets.SENTRY_ORG }}"' >> frontend/.env
+          echo 'VITE_SENTRY_PROJECT_ID="${{ secrets.SENTRY_PROJECT_ID }}"' >> frontend/.env
+          echo 'VITE_SENTRY_DSN="${{ secrets.SENTRY_DSN }}"' >> frontend/.env
          echo 'VITE_TUNNEL_URL="${{ secrets.NP_TUNNEL_URL }}"' >> frontend/.env
          echo 'VITE_TUNNEL_DOMAIN="${{ secrets.NP_TUNNEL_DOMAIN }}"' >> frontend/.env
          echo 'VITE_PYLON_APP_ID="${{ secrets.NP_PYLON_APP_ID }}"' >> frontend/.env
--- a/deploy/docker-swarm/docker-compose.ha.yaml
+++ b/deploy/docker-swarm/docker-compose.ha.yaml
@@ -190,7 +190,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.127.1
+    image: signoz/signoz:v0.128.0
    ports:
      - "8080:8080" # signoz port
    #   - "6060:6060"     # pprof port
--- a/deploy/docker-swarm/docker-compose.yaml
+++ b/deploy/docker-swarm/docker-compose.yaml
@@ -117,7 +117,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.127.1
+    image: signoz/signoz:v0.128.0
    ports:
      - "8080:8080" # signoz port
    volumes:
--- a/deploy/docker/docker-compose.ha.yaml
+++ b/deploy/docker/docker-compose.ha.yaml
@@ -181,7 +181,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.127.1}
+    image: signoz/signoz:${VERSION:-v0.128.0}
    container_name: signoz
    ports:
      - "8080:8080" # signoz port
--- a/deploy/docker/docker-compose.yaml
+++ b/deploy/docker/docker-compose.yaml
@@ -109,7 +109,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.127.1}
+    image: signoz/signoz:${VERSION:-v0.128.0}
    container_name: signoz
    ports:
      - "8080:8080" # signoz port
--- a/docs/api/openapi.yml
+++ b/docs/api/openapi.yml
@@ -470,25 +470,6 @@ components:
        role:
          type: string
      type: object
-    AuthtypesAuthDomainConfig:
-      oneOf:
-      - $ref: '#/components/schemas/AuthtypesSamlConfig'
-      - $ref: '#/components/schemas/AuthtypesGoogleConfig'
-      - $ref: '#/components/schemas/AuthtypesOIDCConfig'
-      properties:
-        googleAuthConfig:
-          $ref: '#/components/schemas/AuthtypesGoogleConfig'
-        oidcConfig:
-          $ref: '#/components/schemas/AuthtypesOIDCConfig'
-        roleMapping:
-          $ref: '#/components/schemas/AuthtypesRoleMapping'
-        samlConfig:
-          $ref: '#/components/schemas/AuthtypesSamlConfig'
-        ssoEnabled:
-          type: boolean
-        ssoType:
-          $ref: '#/components/schemas/AuthtypesAuthNProvider'
-      type: object
    AuthtypesAuthNProvider:
      enum:
      - google_auth
@@ -515,6 +496,48 @@ components:
          nullable: true
          type: array
      type: object
+    AuthtypesAuthProviderEnvelope:
+      discriminator:
+        mapping:
+          google_auth: '#/components/schemas/AuthtypesAuthProviderGoogle'
+          oidc: '#/components/schemas/AuthtypesAuthProviderOIDC'
+          saml: '#/components/schemas/AuthtypesAuthProviderSAML'
+        propertyName: type
+      oneOf:
+      - $ref: '#/components/schemas/AuthtypesAuthProviderSAML'
+      - $ref: '#/components/schemas/AuthtypesAuthProviderOIDC'
+      - $ref: '#/components/schemas/AuthtypesAuthProviderGoogle'
+      type: object
+    AuthtypesAuthProviderGoogle:
+      properties:
+        config:
+          $ref: '#/components/schemas/AuthtypesGoogleConfig'
+        type:
+          $ref: '#/components/schemas/AuthtypesAuthNProvider'
+      required:
+      - type
+      - config
+      type: object
+    AuthtypesAuthProviderOIDC:
+      properties:
+        config:
+          $ref: '#/components/schemas/AuthtypesOIDCConfig'
+        type:
+          $ref: '#/components/schemas/AuthtypesAuthNProvider'
+      required:
+      - type
+      - config
+      type: object
+    AuthtypesAuthProviderSAML:
+      properties:
+        config:
+          $ref: '#/components/schemas/AuthtypesSAMLConfig'
+        type:
+          $ref: '#/components/schemas/AuthtypesAuthNProvider'
+      required:
+      - type
+      - config
+      type: object
    AuthtypesCallbackAuthNSupport:
      properties:
        provider:
@@ -526,8 +549,6 @@ components:
      properties:
        authNProviderInfo:
          $ref: '#/components/schemas/AuthtypesAuthNProviderInfo'
-        config:
-          $ref: '#/components/schemas/AuthtypesAuthDomainConfig'
        createdAt:
          format: date-time
          type: string
@@ -537,6 +558,12 @@ components:
          type: string
        orgId:
          type: string
+        provider:
+          $ref: '#/components/schemas/AuthtypesAuthProviderEnvelope'
+        roleMapping:
+          $ref: '#/components/schemas/AuthtypesRoleMapping'
+        ssoEnabled:
+          type: boolean
        updatedAt:
          format: date-time
          type: string
@@ -634,10 +661,14 @@ components:
      type: object
    AuthtypesPostableAuthDomain:
      properties:
-        config:
-          $ref: '#/components/schemas/AuthtypesAuthDomainConfig'
        name:
          type: string
+        provider:
+          $ref: '#/components/schemas/AuthtypesAuthProviderEnvelope'
+        roleMapping:
+          $ref: '#/components/schemas/AuthtypesRoleMapping'
+        ssoEnabled:
+          type: boolean
      type: object
    AuthtypesPostableEmailPasswordSession:
      properties:
@@ -710,7 +741,7 @@ components:
        useRoleAttribute:
          type: boolean
      type: object
-    AuthtypesSamlConfig:
+    AuthtypesSAMLConfig:
      properties:
        attributeMapping:
          $ref: '#/components/schemas/AuthtypesAttributeMapping'
@@ -745,8 +776,12 @@ components:
      type: object
    AuthtypesUpdatableAuthDomain:
      properties:
-        config:
-          $ref: '#/components/schemas/AuthtypesAuthDomainConfig'
+        provider:
+          $ref: '#/components/schemas/AuthtypesAuthProviderEnvelope'
+        roleMapping:
+          $ref: '#/components/schemas/AuthtypesRoleMapping'
+        ssoEnabled:
+          type: boolean
      type: object
    AuthtypesUserRole:
      properties:
@@ -1360,6 +1395,10 @@ components:
      - sqs
      - storageaccountsblob
      - cdnprofile
+      - virtualmachine
+      - appservice
+      - containerapp
+      - aks
      type: string
    CloudintegrationtypesServiceMetadata:
      properties:
@@ -6722,11 +6761,6 @@ components:
      type: object
    SpantypesGettableWaterfallTrace:
      properties:
-        aggregations:
-          items:
-            $ref: '#/components/schemas/SpantypesSpanAggregationResult'
-          nullable: true
-          type: array
        endTimestampMillis:
          minimum: 0
          type: integer
@@ -6814,14 +6848,6 @@ components:
      type: object
    SpantypesPostableWaterfall:
      properties:
-        aggregations:
-          items:
-            $ref: '#/components/schemas/SpantypesSpanAggregation'
-          nullable: true
-          type: array
-        limit:
-          minimum: 0
-          type: integer
        selectedSpanId:
          type: string
        uncollapsedSpans:
@@ -20677,76 +20703,6 @@ paths:
      summary: Get flamegraph view for a trace
      tags:
      - tracedetail
-  /api/v3/traces/{traceID}/waterfall:
-    post:
-      deprecated: false
-      description: Returns the waterfall view of spans for a given trace ID with tree
-        structure, metadata, and windowed pagination
-      operationId: GetWaterfall
-      parameters:
-      - in: path
-        name: traceID
-        required: true
-        schema:
-          type: string
-      requestBody:
-        content:
-          application/json:
-            schema:
-              $ref: '#/components/schemas/SpantypesPostableWaterfall'
-      responses:
-        "200":
-          content:
-            application/json:
-              schema:
-                properties:
-                  data:
-                    $ref: '#/components/schemas/SpantypesGettableWaterfallTrace'
-                  status:
-                    type: string
-                required:
-                - status
-                - data
-                type: object
-          description: OK
-        "400":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Bad Request
-        "401":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Unauthorized
-        "403":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Forbidden
-        "404":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Not Found
-        "500":
-          content:
-            application/json:
-              schema:
-                $ref: '#/components/schemas/RenderErrorResponse'
-          description: Internal Server Error
-      security:
-      - api_key:
-        - VIEWER
-      - tokenizer:
-        - VIEWER
-      summary: Get waterfall view for a trace
-      tags:
-      - tracedetail
  /api/v4/traces/{traceID}/waterfall:
    post:
      deprecated: false
--- a/ee/authn/callbackauthn/oidccallbackauthn/authn.go
+++ b/ee/authn/callbackauthn/oidccallbackauthn/authn.go
@@ -53,7 +53,7 @@ func New(store authtypes.AuthNStore, licensing licensing.Licensing, providerSett
 }

 func (a *AuthN) LoginURL(ctx context.Context, siteURL *url.URL, authDomain *authtypes.AuthDomain) (string, error) {
-	if authDomain.AuthDomainConfig().AuthNProvider != authtypes.AuthNProviderOIDC {
+	if authDomain.AuthDomainConfig().Provider.Type != authtypes.AuthNProviderOIDC {
 		return "", errors.Newf(errors.TypeInternal, authtypes.ErrCodeAuthDomainMismatch, "domain type is not oidc")
 	}

@@ -106,14 +106,14 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 		return nil, err
 	}

-	if claims == nil && authDomain.AuthDomainConfig().OIDC.GetUserInfo {
+	if claims == nil && authDomain.AuthDomainConfig().Oidc().GetUserInfo {
 		claims, err = a.claimsFromUserInfo(ctx, oidcProvider, token)
 		if err != nil {
 			return nil, err
 		}
 	}

-	emailClaim, ok := claims[authDomain.AuthDomainConfig().OIDC.ClaimMapping.Email].(string)
+	emailClaim, ok := claims[authDomain.AuthDomainConfig().Oidc().ClaimMapping.Email].(string)
 	if !ok {
 		return nil, errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "oidc: missing email in claims")
 	}
@@ -123,7 +123,7 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 		return nil, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "oidc: failed to parse email").WithAdditional(err.Error())
 	}

-	if !authDomain.AuthDomainConfig().OIDC.InsecureSkipEmailVerified {
+	if !authDomain.AuthDomainConfig().Oidc().InsecureSkipEmailVerified {
 		emailVerifiedClaim, ok := claims["email_verified"].(bool)
 		if !ok {
 			return nil, errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "oidc: missing email_verified in claims")
@@ -135,14 +135,14 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 	}

 	name := ""
-	if nameClaim := authDomain.AuthDomainConfig().OIDC.ClaimMapping.Name; nameClaim != "" {
+	if nameClaim := authDomain.AuthDomainConfig().Oidc().ClaimMapping.Name; nameClaim != "" {
 		if n, ok := claims[nameClaim].(string); ok {
 			name = n
 		}
 	}

 	var groups []string
-	if groupsClaim := authDomain.AuthDomainConfig().OIDC.ClaimMapping.Groups; groupsClaim != "" {
+	if groupsClaim := authDomain.AuthDomainConfig().Oidc().ClaimMapping.Groups; groupsClaim != "" {
 		if claimValue, exists := claims[groupsClaim]; exists {
 			switch g := claimValue.(type) {
 			case []any:
@@ -161,7 +161,7 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 	}

 	role := ""
-	if roleClaim := authDomain.AuthDomainConfig().OIDC.ClaimMapping.Role; roleClaim != "" {
+	if roleClaim := authDomain.AuthDomainConfig().Oidc().ClaimMapping.Role; roleClaim != "" {
 		if r, ok := claims[roleClaim].(string); ok {
 			role = r
 		}
@@ -177,11 +177,11 @@ func (a *AuthN) ProviderInfo(ctx context.Context, authDomain *authtypes.AuthDoma
 }

 func (a *AuthN) oidcProviderAndoauth2Config(ctx context.Context, siteURL *url.URL, authDomain *authtypes.AuthDomain) (*oidc.Provider, *oauth2.Config, error) {
-	if authDomain.AuthDomainConfig().OIDC.IssuerAlias != "" {
-		ctx = oidc.InsecureIssuerURLContext(ctx, authDomain.AuthDomainConfig().OIDC.IssuerAlias)
+	if authDomain.AuthDomainConfig().Oidc().IssuerAlias != "" {
+		ctx = oidc.InsecureIssuerURLContext(ctx, authDomain.AuthDomainConfig().Oidc().IssuerAlias)
 	}

-	oidcProvider, err := oidc.NewProvider(ctx, authDomain.AuthDomainConfig().OIDC.Issuer)
+	oidcProvider, err := oidc.NewProvider(ctx, authDomain.AuthDomainConfig().Oidc().Issuer)
 	if err != nil {
 		return nil, nil, err
 	}
@@ -194,8 +194,8 @@ func (a *AuthN) oidcProviderAndoauth2Config(ctx context.Context, siteURL *url.UR
 	}

 	return oidcProvider, &oauth2.Config{
-		ClientID:     authDomain.AuthDomainConfig().OIDC.ClientID,
-		ClientSecret: authDomain.AuthDomainConfig().OIDC.ClientSecret,
+		ClientID:     authDomain.AuthDomainConfig().Oidc().ClientID,
+		ClientSecret: authDomain.AuthDomainConfig().Oidc().ClientSecret,
 		Endpoint:     oidcProvider.Endpoint(),
 		Scopes:       scopes,
 		RedirectURL: (&url.URL{
@@ -212,7 +212,7 @@ func (a *AuthN) claimsFromIDToken(ctx context.Context, authDomain *authtypes.Aut
 		return nil, errors.New(errors.TypeNotFound, errors.CodeNotFound, "oidc: no id_token in token response")
 	}

-	verifier := provider.Verifier(&oidc.Config{ClientID: authDomain.AuthDomainConfig().OIDC.ClientID})
+	verifier := provider.Verifier(&oidc.Config{ClientID: authDomain.AuthDomainConfig().Oidc().ClientID})
 	idToken, err := verifier.Verify(ctx, rawIDToken)
 	if err != nil {
 		return nil, errors.Newf(errors.TypeForbidden, errors.CodeForbidden, "oidc: failed to verify token").WithAdditional(err.Error())
--- a/ee/authn/callbackauthn/samlcallbackauthn/authn.go
+++ b/ee/authn/callbackauthn/samlcallbackauthn/authn.go
@@ -40,7 +40,7 @@ func New(ctx context.Context, store authtypes.AuthNStore, licensing licensing.Li
 }

 func (a *AuthN) LoginURL(ctx context.Context, siteURL *url.URL, authDomain *authtypes.AuthDomain) (string, error) {
-	if authDomain.AuthDomainConfig().AuthNProvider != authtypes.AuthNProviderSAML {
+	if authDomain.AuthDomainConfig().Provider.Type != authtypes.AuthNProviderSAML {
 		return "", errors.Newf(errors.TypeInternal, authtypes.ErrCodeAuthDomainMismatch, "saml: domain type is not saml")
 	}

@@ -101,19 +101,19 @@ func (a *AuthN) HandleCallback(ctx context.Context, formValues url.Values) (*aut
 	}

 	name := ""
-	if nameAttribute := authDomain.AuthDomainConfig().SAML.AttributeMapping.Name; nameAttribute != "" {
+	if nameAttribute := authDomain.AuthDomainConfig().Saml().AttributeMapping.Name; nameAttribute != "" {
 		if val := assertionInfo.Values.Get(nameAttribute); val != "" {
 			name = val
 		}
 	}

 	var groups []string
-	if groupAttribute := authDomain.AuthDomainConfig().SAML.AttributeMapping.Groups; groupAttribute != "" {
+	if groupAttribute := authDomain.AuthDomainConfig().Saml().AttributeMapping.Groups; groupAttribute != "" {
 		groups = assertionInfo.Values.GetAll(groupAttribute)
 	}

 	role := ""
-	if roleAttribute := authDomain.AuthDomainConfig().SAML.AttributeMapping.Role; roleAttribute != "" {
+	if roleAttribute := authDomain.AuthDomainConfig().Saml().AttributeMapping.Role; roleAttribute != "" {
 		if val := assertionInfo.Values.Get(roleAttribute); val != "" {
 			role = val
 		}
@@ -142,11 +142,11 @@ func (a *AuthN) serviceProvider(siteURL *url.URL, authDomain *authtypes.AuthDoma
 	// The ServiceProviderIssuer is the client id in case of keycloak. Since we set it to the host here, we need to set the client id == host in keycloak.
 	// For AWSSSO, this is the value of Application SAML audience.
 	return &saml2.SAMLServiceProvider{
-		IdentityProviderSSOURL:      authDomain.AuthDomainConfig().SAML.SamlIdp,
-		IdentityProviderIssuer:      authDomain.AuthDomainConfig().SAML.SamlEntity,
+		IdentityProviderSSOURL:      authDomain.AuthDomainConfig().Saml().SamlIdp,
+		IdentityProviderIssuer:      authDomain.AuthDomainConfig().Saml().SamlEntity,
 		ServiceProviderIssuer:       siteURL.Host,
 		AssertionConsumerServiceURL: acsURL.String(),
-		SignAuthnRequests:           !authDomain.AuthDomainConfig().SAML.InsecureSkipAuthNRequestsSigned,
+		SignAuthnRequests:           !authDomain.AuthDomainConfig().Saml().InsecureSkipAuthNRequestsSigned,
 		AllowMissingAttributes:      true,
 		IDPCertificateStore:         certStore,
 		SPKeyStore:                  dsig.RandomKeyStoreForTest(),
@@ -159,15 +159,15 @@ func (a *AuthN) getCertificateStore(authDomain *authtypes.AuthDomain) (dsig.X509
 	}

 	var certBytes []byte
-	if strings.Contains(authDomain.AuthDomainConfig().SAML.SamlCert, "-----BEGIN CERTIFICATE-----") {
-		block, _ := pem.Decode([]byte(authDomain.AuthDomainConfig().SAML.SamlCert))
+	if strings.Contains(authDomain.AuthDomainConfig().Saml().SamlCert, "-----BEGIN CERTIFICATE-----") {
+		block, _ := pem.Decode([]byte(authDomain.AuthDomainConfig().Saml().SamlCert))
 		if block == nil {
 			return certStore, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "no valid pem cert found")
 		}

 		certBytes = block.Bytes
 	} else {
-		certData, err := base64.StdEncoding.DecodeString(authDomain.AuthDomainConfig().SAML.SamlCert)
+		certData, err := base64.StdEncoding.DecodeString(authDomain.AuthDomainConfig().Saml().SamlCert)
 		if err != nil {
 			return certStore, errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "failed to read certificate: %s", err.Error())
 		}
--- a/frontend/src/api/alerts/getTriggered.ts
+++ b/frontend/src/api/alerts/getTriggered.ts
@@ -5,6 +5,13 @@ import convertObjectIntoParams from 'lib/query/convertObjectIntoParams';
 import { ErrorResponse, SuccessResponse } from 'types/api';
 import { PayloadProps, Props } from 'types/api/alerts/getTriggered';

+/**
+ * @deprecated Use the generated `useGetAlerts` hook (or `getAlerts` fetcher) from
+ * `api/generated/services/alerts` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const getTriggered = async (
 	props: Props,
 ): Promise<SuccessResponse<PayloadProps> | ErrorResponse> => {
--- a/frontend/src/api/channels/createEmail.ts
+++ b/frontend/src/api/channels/createEmail.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/createEmail';

+/**
+ * @deprecated Use the generated `useCreateChannel` hook (or `createChannel` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const create = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/createMsTeams.ts
+++ b/frontend/src/api/channels/createMsTeams.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/createMsTeams';

+/**
+ * @deprecated Use the generated `useCreateChannel` hook (or `createChannel` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const create = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/createOpsgenie.ts
+++ b/frontend/src/api/channels/createOpsgenie.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/createOpsgenie';

+/**
+ * @deprecated Use the generated `useCreateChannel` hook (or `createChannel` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const create = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/createPager.ts
+++ b/frontend/src/api/channels/createPager.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/createPager';

+/**
+ * @deprecated Use the generated `useCreateChannel` hook (or `createChannel` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const create = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/createSlack.ts
+++ b/frontend/src/api/channels/createSlack.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/createSlack';

+/**
+ * @deprecated Use the generated `useCreateChannel` hook (or `createChannel` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const create = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/createWebhook.ts
+++ b/frontend/src/api/channels/createWebhook.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/createWebhook';

+/**
+ * @deprecated Use the generated `useCreateChannel` hook (or `createChannel` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const create = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/delete.ts
+++ b/frontend/src/api/channels/delete.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/delete';

+/**
+ * @deprecated Use the generated `useDeleteChannelByID` hook (or `deleteChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const deleteChannel = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/editEmail.ts
+++ b/frontend/src/api/channels/editEmail.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/editEmail';

+/**
+ * @deprecated Use the generated `useUpdateChannelByID` hook (or `updateChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const editEmail = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/editMsTeams.ts
+++ b/frontend/src/api/channels/editMsTeams.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/editMsTeams';

+/**
+ * @deprecated Use the generated `useUpdateChannelByID` hook (or `updateChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const editMsTeams = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/editOpsgenie.ts
+++ b/frontend/src/api/channels/editOpsgenie.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorResponse, ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/editOpsgenie';

+/**
+ * @deprecated Use the generated `useUpdateChannelByID` hook (or `updateChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const editOpsgenie = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps> | ErrorResponse> => {
--- a/frontend/src/api/channels/editPager.ts
+++ b/frontend/src/api/channels/editPager.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/editPager';

+/**
+ * @deprecated Use the generated `useUpdateChannelByID` hook (or `updateChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const editPager = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/editSlack.ts
+++ b/frontend/src/api/channels/editSlack.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/editSlack';

+/**
+ * @deprecated Use the generated `useUpdateChannelByID` hook (or `updateChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const editSlack = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/editWebhook.ts
+++ b/frontend/src/api/channels/editWebhook.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/editWebhook';

+/**
+ * @deprecated Use the generated `useUpdateChannelByID` hook (or `updateChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const editWebhook = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/channels/get.ts
+++ b/frontend/src/api/channels/get.ts
@@ -5,6 +5,13 @@ import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/channels/get';
 import { Channels } from 'types/api/channels/getAll';

+/**
+ * @deprecated Use the generated `useGetChannelByID` hook (or `getChannelByID` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const get = async (props: Props): Promise<SuccessResponseV2<Channels>> => {
 	try {
 		const response = await axios.get<PayloadProps>(`/channels/${props.id}`);
--- a/frontend/src/api/channels/getAll.ts
+++ b/frontend/src/api/channels/getAll.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { Channels, PayloadProps } from 'types/api/channels/getAll';

+/**
+ * @deprecated Use the generated `useListChannels` hook (or `listChannels` fetcher) from
+ * `api/generated/services/channels` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const getAll = async (): Promise<SuccessResponseV2<Channels[]>> => {
 	try {
 		const response = await axios.get<PayloadProps>('/channels');
--- a/frontend/src/api/dashboard/public/createPublicDashboard.ts
+++ b/frontend/src/api/dashboard/public/createPublicDashboard.ts
@@ -5,6 +5,13 @@ import { DEFAULT_TIME_RANGE } from 'container/TopNav/DateTimeSelectionV2/constan
 import { ErrorV2Resp, 	 SuccessResponseV2 } from 'types/api';
 import { CreatePublicDashboardProps } from 'types/api/dashboard/public/create';

+/**
+ * @deprecated Use the generated `useCreatePublicDashboard` hook (or `createPublicDashboard` fetcher) from
+ * `api/generated/services/dashboard` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const createPublicDashboard = async (
 	props: CreatePublicDashboardProps,
 ): Promise<SuccessResponseV2<CreatePublicDashboardProps>> => {
--- a/frontend/src/api/dashboard/public/getPublicDashboardData.ts
+++ b/frontend/src/api/dashboard/public/getPublicDashboardData.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { GetPublicDashboardDataProps, PayloadProps,PublicDashboardDataProps } from 'types/api/dashboard/public/get';

+/**
+ * @deprecated Use the generated `useGetPublicDashboardData` hook (or `getPublicDashboardData` fetcher) from
+ * `api/generated/services/dashboard` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const getPublicDashboardData = async (props: GetPublicDashboardDataProps): Promise<SuccessResponseV2<PublicDashboardDataProps>> => {
 	try {
 		const response = await axios.get<PayloadProps>(`/public/dashboards/${props.id}`);
--- a/frontend/src/api/dashboard/public/getPublicDashboardMeta.ts
+++ b/frontend/src/api/dashboard/public/getPublicDashboardMeta.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { GetPublicDashboardMetaProps, PayloadProps,PublicDashboardMetaProps } from 'types/api/dashboard/public/getMeta';

+/**
+ * @deprecated Use the generated `useGetPublicDashboard` hook (or `getPublicDashboard` fetcher) from
+ * `api/generated/services/dashboard` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const getPublicDashboardMeta = async (props: GetPublicDashboardMetaProps): Promise<SuccessResponseV2<PublicDashboardMetaProps>> => {
 	try {
 		const response = await axios.get<PayloadProps>(`/dashboards/${props.id}/public`);
--- a/frontend/src/api/dashboard/public/getPublicDashboardWidgetData.ts
+++ b/frontend/src/api/dashboard/public/getPublicDashboardWidgetData.ts
@@ -6,6 +6,13 @@ import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { GetPublicDashboardWidgetDataProps } from 'types/api/dashboard/public/getWidgetData';


+/**
+ * @deprecated Use the generated `useGetPublicDashboardWidgetQueryRange` hook (or `getPublicDashboardWidgetQueryRange` fetcher) from
+ * `api/generated/services/dashboard` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const getPublicDashboardWidgetData = async (props: GetPublicDashboardWidgetDataProps): Promise<SuccessResponseV2<MetricRangePayloadV5>> => {
 	try {
 		const response = await axios.get(`/public/dashboards/${props.id}/widgets/${props.index}/query_range`, {
--- a/frontend/src/api/dashboard/public/revokePublicDashboardAccess.ts
+++ b/frontend/src/api/dashboard/public/revokePublicDashboardAccess.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps,RevokePublicDashboardAccessProps } from 'types/api/dashboard/public/delete';

+/**
+ * @deprecated Use the generated `useDeletePublicDashboard` hook (or `deletePublicDashboard` fetcher) from
+ * `api/generated/services/dashboard` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const revokePublicDashboardAccess = async (
 	props: RevokePublicDashboardAccessProps,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/dashboard/public/updatePublicDashboard.ts
+++ b/frontend/src/api/dashboard/public/updatePublicDashboard.ts
@@ -5,6 +5,13 @@ import { DEFAULT_TIME_RANGE } from 'container/TopNav/DateTimeSelectionV2/constan
 import {  ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { UpdatePublicDashboardProps } from 'types/api/dashboard/public/update';

+/**
+ * @deprecated Use the generated `useUpdatePublicDashboard` hook (or `updatePublicDashboard` fetcher) from
+ * `api/generated/services/dashboard` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const updatePublicDashboard = async (
 	props: UpdatePublicDashboardProps,
 ): Promise<SuccessResponseV2<UpdatePublicDashboardProps>> => {
--- a/frontend/src/api/dashboard/substitute_vars.ts
+++ b/frontend/src/api/dashboard/substitute_vars.ts
@@ -9,6 +9,13 @@ interface ISubstituteVars {
 	compositeQuery: ICompositeMetricQuery;
 }

+/**
+ * @deprecated Use the generated `useReplaceVariables` hook (or `replaceVariables` fetcher) from
+ * `api/generated/services/querier` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 export const getSubstituteVars = async (
 	props?: Partial<QueryRangePayloadV5>,
 	signal?: AbortSignal,
--- a/frontend/src/api/dynamicVariables/getFieldKeys.ts
+++ b/frontend/src/api/dynamicVariables/getFieldKeys.ts
@@ -8,6 +8,12 @@ import { FieldKeyResponse } from 'types/api/dynamicVariables/getFieldKeys';
 * Get field keys for a given signal type
 * @param signal Type of signal (traces, logs, metrics)
 * @param name Optional search text
+ *
+ * @deprecated Use the generated `useGetFieldsKeys` hook (or `getFieldsKeys` fetcher) from
+ * `api/generated/services/fields` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
 */
 export const getFieldKeys = async (
 	signal?: 'traces' | 'logs' | 'metrics',
--- a/frontend/src/api/dynamicVariables/getFieldValues.ts
+++ b/frontend/src/api/dynamicVariables/getFieldValues.ts
@@ -11,6 +11,12 @@ import { FieldValueResponse } from 'types/api/dynamicVariables/getFieldValues';
 * @param name Name of the attribute for which values are being fetched
 * @param value Optional search text
 * @param existingQuery Optional existing query - across all present dynamic variables
+ *
+ * @deprecated Use the generated `useGetFieldsValues` hook (or `getFieldsValues` fetcher) from
+ * `api/generated/services/fields` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
 */
 export const getFieldValues = async (
 	signal?: 'traces' | 'logs' | 'metrics',
--- a/frontend/src/api/generated/services/sigNoz.schemas.ts
+++ b/frontend/src/api/generated/services/sigNoz.schemas.ts
@@ -2651,6 +2651,10 @@ export enum CloudintegrationtypesServiceIDDTO {
 	sqs = 'sqs',
 	storageaccountsblob = 'storageaccountsblob',
 	cdnprofile = 'cdnprofile',
+	virtualmachine = 'virtualmachine',
+	appservice = 'appservice',
+	containerapp = 'containerapp',
+	aks = 'aks',
 }
 export type CloudintegrationtypesCloudIntegrationServiceDTOAnyOf = {
 	/**
@@ -8091,10 +8095,6 @@ export interface SpantypesWaterfallSpanDTO {
 }

 export interface SpantypesGettableWaterfallTraceDTO {
-	/**
-	 * @type array,null
-	 */
-	aggregations?: SpantypesSpanAggregationResultDTO[] | null;
 	/**
 	 * @type integer
 	 * @minimum 0
@@ -8214,15 +8214,6 @@ export interface SpantypesPostableTraceAggregationsDTO {
 }

 export interface SpantypesPostableWaterfallDTO {
-	/**
-	 * @type array,null
-	 */
-	aggregations?: SpantypesSpanAggregationDTO[] | null;
-	/**
-	 * @type integer
-	 * @minimum 0
-	 */
-	limit?: number;
 	/**
 	 * @type string
 	 */
@@ -10517,17 +10508,6 @@ export type GetFlamegraph200 = {
 	status: string;
 };

-export type GetWaterfallPathParameters = {
-	traceID: string;
-};
-export type GetWaterfall200 = {
-	data: SpantypesGettableWaterfallTraceDTO;
-	/**
-	 * @type string
-	 */
-	status: string;
-};
-
 export type GetWaterfallV4PathParameters = {
 	traceID: string;
 };
--- a/frontend/src/api/generated/services/tracedetail/index.ts
+++ b/frontend/src/api/generated/services/tracedetail/index.ts
@@ -16,8 +16,6 @@ import type {
 	GetFlamegraphPathParameters,
 	GetTraceAggregations200,
 	GetTraceAggregationsPathParameters,
-	GetWaterfall200,
-	GetWaterfallPathParameters,
 	GetWaterfallV4200,
 	GetWaterfallV4PathParameters,
 	RenderErrorResponseDTO,
@@ -228,105 +226,6 @@ export const useGetFlamegraph = <
 > => {
 	return useMutation(getGetFlamegraphMutationOptions(options));
 };
-/**
- * Returns the waterfall view of spans for a given trace ID with tree structure, metadata, and windowed pagination
- * @summary Get waterfall view for a trace
- */
-export const getWaterfall = (
-	{ traceID }: GetWaterfallPathParameters,
-	spantypesPostableWaterfallDTO?: BodyType<SpantypesPostableWaterfallDTO>,
-	signal?: AbortSignal,
-) => {
-	return GeneratedAPIInstance<GetWaterfall200>({
-		url: `/api/v3/traces/${traceID}/waterfall`,
-		method: 'POST',
-		headers: { 'Content-Type': 'application/json' },
-		data: spantypesPostableWaterfallDTO,
-		signal,
-	});
-};
-
-export const getGetWaterfallMutationOptions = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof getWaterfall>>,
-		TError,
-		{
-			pathParams: GetWaterfallPathParameters;
-			data?: BodyType<SpantypesPostableWaterfallDTO>;
-		},
-		TContext
-	>;
-}): UseMutationOptions<
-	Awaited<ReturnType<typeof getWaterfall>>,
-	TError,
-	{
-		pathParams: GetWaterfallPathParameters;
-		data?: BodyType<SpantypesPostableWaterfallDTO>;
-	},
-	TContext
-> => {
-	const mutationKey = ['getWaterfall'];
-	const { mutation: mutationOptions } = options
-		? options.mutation &&
-			'mutationKey' in options.mutation &&
-			options.mutation.mutationKey
-			? options
-			: { ...options, mutation: { ...options.mutation, mutationKey } }
-		: { mutation: { mutationKey } };
-
-	const mutationFn: MutationFunction<
-		Awaited<ReturnType<typeof getWaterfall>>,
-		{
-			pathParams: GetWaterfallPathParameters;
-			data?: BodyType<SpantypesPostableWaterfallDTO>;
-		}
-	> = (props) => {
-		const { pathParams, data } = props ?? {};
-
-		return getWaterfall(pathParams, data);
-	};
-
-	return { mutationFn, ...mutationOptions };
-};
-
-export type GetWaterfallMutationResult = NonNullable<
-	Awaited<ReturnType<typeof getWaterfall>>
->;
-export type GetWaterfallMutationBody =
-	| BodyType<SpantypesPostableWaterfallDTO>
-	| undefined;
-export type GetWaterfallMutationError = ErrorType<RenderErrorResponseDTO>;
-
-/**
- * @summary Get waterfall view for a trace
- */
-export const useGetWaterfall = <
-	TError = ErrorType<RenderErrorResponseDTO>,
-	TContext = unknown,
->(options?: {
-	mutation?: UseMutationOptions<
-		Awaited<ReturnType<typeof getWaterfall>>,
-		TError,
-		{
-			pathParams: GetWaterfallPathParameters;
-			data?: BodyType<SpantypesPostableWaterfallDTO>;
-		},
-		TContext
-	>;
-}): UseMutationResult<
-	Awaited<ReturnType<typeof getWaterfall>>,
-	TError,
-	{
-		pathParams: GetWaterfallPathParameters;
-		data?: BodyType<SpantypesPostableWaterfallDTO>;
-	},
-	TContext
-> => {
-	return useMutation(getGetWaterfallMutationOptions(options));
-};
 /**
 * Returns the waterfall view of spans including all spans if total spans are under a limit, a max count otherwise. Aggregations are dropped compared to v3
 * @summary Get waterfall view for a trace
--- a/frontend/src/api/querySuggestions/getKeySuggestions.ts
+++ b/frontend/src/api/querySuggestions/getKeySuggestions.ts
@@ -5,6 +5,13 @@ import {
 	QueryKeySuggestionsResponseProps,
 } from 'types/api/querySuggestions/types';

+/**
+ * @deprecated Use the generated `useGetFieldsKeys` hook (or `getFieldsKeys` fetcher) from
+ * `api/generated/services/fields` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 export const getKeySuggestions = (
 	props: QueryKeyRequestProps,
 ): Promise<AxiosResponse<QueryKeySuggestionsResponseProps>> => {
--- a/frontend/src/api/querySuggestions/getValueSuggestion.ts
+++ b/frontend/src/api/querySuggestions/getValueSuggestion.ts
@@ -5,6 +5,13 @@ import {
 	QueryKeyValueSuggestionsResponseProps,
 } from 'types/api/querySuggestions/types';

+/**
+ * @deprecated Use the generated `useGetFieldsValues` hook (or `getFieldsValues` fetcher) from
+ * `api/generated/services/fields` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 export const getValueSuggestions = (
 	props: QueryKeyValueRequestProps,
 ): Promise<AxiosResponse<QueryKeyValueSuggestionsResponseProps>> => {
--- a/frontend/src/api/routingPolicies/createRoutingPolicy.ts
+++ b/frontend/src/api/routingPolicies/createRoutingPolicy.ts
@@ -15,6 +15,13 @@ export interface CreateRoutingPolicyResponse {
 	message: string;
 }

+/**
+ * @deprecated Use the generated `useCreateRoutePolicy` hook (or `createRoutePolicy` fetcher) from
+ * `api/generated/services/routepolicies` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const createRoutingPolicy = async (
 	props: CreateRoutingPolicyBody,
 ): Promise<
--- a/frontend/src/api/routingPolicies/deleteRoutingPolicy.ts
+++ b/frontend/src/api/routingPolicies/deleteRoutingPolicy.ts
@@ -8,6 +8,13 @@ export interface DeleteRoutingPolicyResponse {
 	message: string;
 }

+/**
+ * @deprecated Use the generated `useDeleteRoutePolicyByID` hook (or `deleteRoutePolicyByID` fetcher) from
+ * `api/generated/services/routepolicies` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const deleteRoutingPolicy = async (
 	routingPolicyId: string,
 ): Promise<
--- a/frontend/src/api/routingPolicies/getRoutingPolicies.ts
+++ b/frontend/src/api/routingPolicies/getRoutingPolicies.ts
@@ -20,6 +20,13 @@ export interface GetRoutingPoliciesResponse {
 	data?: ApiRoutingPolicy[];
 }

+/**
+ * @deprecated Use the generated `useGetAllRoutePolicies` hook (or `getAllRoutePolicies` fetcher) from
+ * `api/generated/services/routepolicies` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 export const getRoutingPolicies = async (
 	signal?: AbortSignal,
 	headers?: Record<string, string>,
--- a/frontend/src/api/routingPolicies/updateRoutingPolicy.ts
+++ b/frontend/src/api/routingPolicies/updateRoutingPolicy.ts
@@ -15,6 +15,13 @@ export interface UpdateRoutingPolicyResponse {
 	message: string;
 }

+/**
+ * @deprecated Use the generated `useUpdateRoutePolicy` hook (or `updateRoutePolicy` fetcher) from
+ * `api/generated/services/routepolicies` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const updateRoutingPolicy = async (
 	id: string,
 	props: UpdateRoutingPolicyBody,
--- a/frontend/src/api/trace/getTraceV4.tsx
+++ b/frontend/src/api/trace/getTraceV4.tsx
@@ -27,7 +27,6 @@ const getTraceV4 = async (
 		{
 			selectedSpanId: props.selectedSpanId,
 			uncollapsedSpans,
-			limit: 10000,
 		},
 	);

--- a/frontend/src/api/v1/factor_password/resetPassword.ts
+++ b/frontend/src/api/v1/factor_password/resetPassword.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/user/resetPassword';

+/**
+ * @deprecated Use the generated `useResetPassword` hook (or `resetPassword` fetcher) from
+ * `api/generated/services/users` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const resetPassword = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/v1/invite/bulk/create.ts
+++ b/frontend/src/api/v1/invite/bulk/create.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { UsersProps } from 'types/api/user/inviteUsers';

+/**
+ * @deprecated Use the generated `useCreateBulkInvite` hook (or `createBulkInvite` fetcher) from
+ * `api/generated/services/users` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const inviteUsers = async (
 	users: UsersProps,
 ): Promise<SuccessResponseV2<null>> => {
--- a/frontend/src/api/v1/invite/create.ts
+++ b/frontend/src/api/v1/invite/create.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/user/setInvite';

+/**
+ * @deprecated Use the generated `useCreateInvite` hook (or `createInvite` fetcher) from
+ * `api/generated/services/users` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const sendInvite = async (
 	props: Props,
 ): Promise<SuccessResponseV2<PayloadProps>> => {
--- a/frontend/src/api/v1/org/preferences/list.ts
+++ b/frontend/src/api/v1/org/preferences/list.ts
@@ -5,6 +5,13 @@ import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps } from 'types/api/preferences/list';
 import { OrgPreference } from 'types/api/preferences/preference';

+/**
+ * @deprecated Use the generated `useListOrgPreferences` hook (or `listOrgPreferences` fetcher) from
+ * `api/generated/services/preferences` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const listPreference = async (): Promise<
 	SuccessResponseV2<OrgPreference[]>
 > => {
--- a/frontend/src/api/v1/org/preferences/name/update.ts
+++ b/frontend/src/api/v1/org/preferences/name/update.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { Props } from 'types/api/preferences/update';

+/**
+ * @deprecated Use the generated `useUpdateOrgPreference` hook (or `updateOrgPreference` fetcher) from
+ * `api/generated/services/preferences` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const update = async (props: Props): Promise<SuccessResponseV2<null>> => {
 	try {
 		const response = await axios.put(`/org/preferences/${props.name}`, {
--- a/frontend/src/api/v1/user/preferences/list.ts
+++ b/frontend/src/api/v1/user/preferences/list.ts
@@ -5,6 +5,13 @@ import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps } from 'types/api/preferences/list';
 import { UserPreference } from 'types/api/preferences/preference';

+/**
+ * @deprecated Use the generated `useListUserPreferences` hook (or `listUserPreferences` fetcher) from
+ * `api/generated/services/preferences` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const list = async (): Promise<SuccessResponseV2<UserPreference[]>> => {
 	try {
 		const response = await axios.get<PayloadProps>(`/user/preferences`);
--- a/frontend/src/api/v1/user/preferences/name/get.ts
+++ b/frontend/src/api/v1/user/preferences/name/get.ts
@@ -5,6 +5,13 @@ import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { PayloadProps, Props } from 'types/api/preferences/get';
 import { UserPreference } from 'types/api/preferences/preference';

+/**
+ * @deprecated Use the generated `useGetUserPreference` hook (or `getUserPreference` fetcher) from
+ * `api/generated/services/preferences` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const get = async (
 	props: Props,
 ): Promise<SuccessResponseV2<UserPreference>> => {
--- a/frontend/src/api/v1/user/preferences/name/update.ts
+++ b/frontend/src/api/v1/user/preferences/name/update.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
 import { Props } from 'types/api/preferences/update';

+/**
+ * @deprecated Use the generated `useUpdateUserPreference` hook (or `updateUserPreference` fetcher) from
+ * `api/generated/services/preferences` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const update = async (props: Props): Promise<SuccessResponseV2<null>> => {
 	try {
 		const response = await axios.put(`/user/preferences/${props.name}`, {
--- a/frontend/src/api/v2/sessions/context/get.ts
+++ b/frontend/src/api/v2/sessions/context/get.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';
 import { Props, SessionsContext } from 'types/api/v2/sessions/context/get';

+/**
+ * @deprecated Use the generated `useGetSessionContext` hook (or `getSessionContext` fetcher) from
+ * `api/generated/services/sessions` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const get = async (
 	props: Props,
 ): Promise<SuccessResponseV2<SessionsContext>> => {
--- a/frontend/src/api/v2/sessions/delete.ts
+++ b/frontend/src/api/v2/sessions/delete.ts
@@ -3,6 +3,13 @@ import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
 import { AxiosError } from 'axios';
 import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';

+/**
+ * @deprecated Use the generated `useDeleteSession` hook (or `deleteSession` fetcher) from
+ * `api/generated/services/sessions` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const deleteSession = async (): Promise<SuccessResponseV2<null>> => {
 	try {
 		const response = await axios.delete<RawSuccessResponse<null>>('/sessions');
--- a/frontend/src/api/v2/sessions/email_password/post.ts
+++ b/frontend/src/api/v2/sessions/email_password/post.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';
 import { Props, Token } from 'types/api/v2/sessions/email_password/post';

+/**
+ * @deprecated Use the generated `useCreateSessionByEmailPassword` hook (or `createSessionByEmailPassword` fetcher) from
+ * `api/generated/services/sessions` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const post = async (props: Props): Promise<SuccessResponseV2<Token>> => {
 	try {
 		const response = await axios.post<RawSuccessResponse<Token>>(
--- a/frontend/src/api/v2/sessions/rotate/post.ts
+++ b/frontend/src/api/v2/sessions/rotate/post.ts
@@ -4,6 +4,13 @@ import { AxiosError } from 'axios';
 import { ErrorV2Resp, RawSuccessResponse, SuccessResponseV2 } from 'types/api';
 import { Props, Token } from 'types/api/v2/sessions/rotate/post';

+/**
+ * @deprecated Use the generated `useRotateSession` hook (or `rotateSession` fetcher) from
+ * `api/generated/services/sessions` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 const post = async (props: Props): Promise<SuccessResponseV2<Token>> => {
 	try {
 		const response = await axios.post<RawSuccessResponse<Token>>(
--- a/frontend/src/api/v5/queryRange/getQueryRange.ts
+++ b/frontend/src/api/v5/queryRange/getQueryRange.ts
@@ -8,6 +8,13 @@ import {
 	QueryRangePayloadV5,
 } from 'types/api/v5/queryRange';

+/**
+ * @deprecated Use the generated `useQueryRangeV5` hook (or `queryRangeV5` fetcher) from
+ * `api/generated/services/querier` instead. This hand-written client targets the
+ * same endpoint and will be removed once call sites migrate.
+ *
+ * Part of https://github.com/SigNoz/engineering-pod/issues/5289, add a comment or update when removing this method.
+ */
 export const getQueryRangeV5 = async (
 	props: QueryRangePayloadV5,
 	version: string,
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.styles.scss
@@ -1,5 +1,11 @@
 // TODO: Improve the styling of the query aggregation container and its components. - @YounixM , @H4ad

+$dropdown-base-height: 250px;
+$recents-header-height: 30px;
+$recent-row-height: 36px;
+// how many recents are rendered, this caps how tall the dropdown can grow to fit them.
+$max-recents-shown: 5;
+
 .code-mirror-where-clause {
 	width: 100%;
 	display: flex;
@@ -117,7 +123,23 @@
 				width: 100% !important;
 				max-width: 100% !important;
 				font-family: 'Space Mono', monospace !important;
-				min-height: 200px !important;
+				max-height: $dropdown-base-height !important;
+				overflow-y: auto !important;
+
+				// Recents render at the top of the dropdown ahead of regular suggestions.
+				// At the base max-height, having recents in view would crowd out the
+				// suggestion list below. This loop grows the dropdown by one row's worth
+				// of height for every recent present (up to $max-recents-shown), plus the
+				// section header. `:has(> li:nth-of-type(N) .cm-completionIcon-recent)`
+				// matches when the Nth child of <ul> is a recent — i.e. there are at
+				// least N recents visible.
+				@for $i from 1 through $max-recents-shown {
+					&:has(> li:nth-of-type(#{$i}) .cm-completionIcon-recent) {
+						max-height: $dropdown-base-height +
+							$recents-header-height +
+							($i * $recent-row-height) !important;
+					}
+				}

 				&::-webkit-scrollbar {
 					width: 0.3rem;
@@ -133,6 +155,19 @@
 					background: transparent;
 				}

+				completion-section {
+					display: block;
+					padding: 10px 12px 6px;
+					font-size: 10px !important;
+					font-weight: 700;
+					letter-spacing: 0.08em;
+					text-transform: uppercase;
+					color: var(--l3-foreground, var(--l2-foreground));
+					opacity: 0.7;
+					border-bottom: 0;
+					background-color: transparent;
+				}
+
 				li {
 					width: 100% !important;
 					max-width: 100% !important;
@@ -159,11 +194,78 @@
 						display: none !important;
 					}

+					.cm-completionDetail {
+						margin-left: auto;
+						font-style: normal;
+						font-size: var(--periscope-font-size-small, 11px);
+						font-weight: 600;
+						letter-spacing: 0.06em;
+						text-transform: uppercase;
+						opacity: 0.55;
+					}
+
 					&[aria-selected='true'] {
 						background: var(--l3-background) !important;
 						font-weight: 600 !important;
 					}
 				}
+
+				li:has(.cm-completionIcon-recent) {
+					&:hover .cm-recent-delete,
+					&[aria-selected='true'] .cm-recent-delete {
+						opacity: 1;
+					}
+				}
+
+				li .cm-completionLabel {
+					flex: 1;
+					min-width: 0;
+					white-space: nowrap;
+					overflow: hidden;
+					text-overflow: ellipsis;
+				}
+
+				.cm-recent-delete {
+					margin-left: 8px;
+					display: inline-flex;
+					align-items: center;
+					justify-content: center;
+					width: 20px;
+					height: 20px;
+					padding: 0;
+					border: 0;
+					border-radius: 4px;
+					background: transparent;
+					color: var(--l2-foreground);
+					font-size: 18px;
+					line-height: 1;
+					cursor: pointer;
+					opacity: 0.5;
+					transition:
+						opacity 0.12s ease,
+						background-color 0.12s ease;
+
+					&:hover {
+						opacity: 1;
+						background: color-mix(in srgb, var(--l2-foreground) 18%, transparent);
+					}
+				}
+			}
+
+			&::after {
+				content: '↓↑ to navigate · ↵ to apply · esc to dismiss';
+				display: block;
+				padding: 8px 12px;
+				border-top: 1px solid var(--l1-border);
+				font-family: 'Space Mono', monospace;
+				font-size: 11px;
+				font-weight: 500;
+				letter-spacing: 0.02em;
+				color: var(--l2-foreground);
+				opacity: 0.6;
+				background: color-mix(in srgb, var(--l1-background) 50%, transparent);
+				border-bottom-left-radius: 4px;
+				border-bottom-right-radius: 4px;
 			}
 		}

--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
@@ -46,8 +46,15 @@ import {
 import { validateQuery } from 'utils/queryValidationUtils';
 import { unquote } from 'utils/stringUtils';

-import { queryExamples } from './constants';
-import { combineInitialAndUserExpression } from './utils';
+import { getRecentQueries } from 'lib/recentQueries/getRecentQueries';
+import type { SignalType } from 'types/api/v5/queryRange';
+
+import { queryExamples, SUGGESTIONS_SECTION } from './constants';
+import {
+	combineInitialAndUserExpression,
+	getRecentOptions,
+	renderRecentDeleteButton,
+} from './utils';

 import './QuerySearch.styles.scss';

@@ -1250,6 +1257,41 @@ function QuerySearch({
 		};
 	}

+	const signal = dataSource as SignalType;
+
+	function combinedSuggestions(
+		context: CompletionContext,
+	): CompletionResult | null {
+		const fullDoc = context.state.doc.toString();
+		const recentOptions = getRecentOptions(
+			getRecentQueries(signal, signalSource ?? ''),
+			fullDoc,
+		);
+		const result = autoSuggestions(context);
+
+		const suggestionOptions = (result?.options || []).map((opt) => ({
+			...opt,
+			section: SUGGESTIONS_SECTION,
+		}));
+
+		if (recentOptions.length === 0 && suggestionOptions.length === 0) {
+			return result;
+		}
+
+		if (!result) {
+			return {
+				from: 0,
+				to: fullDoc.length,
+				options: recentOptions,
+			};
+		}
+
+		return {
+			...result,
+			options: [...recentOptions, ...suggestionOptions],
+		};
+	}
+
 	// Effect to handle focus state and trigger suggestions
 	useEffect(() => {
 		const clearTimeout = toggleSuggestions(10);
@@ -1398,11 +1440,12 @@ function QuerySearch({
 					})}
 					extensions={[
 						autocompletion({
-							override: [autoSuggestions],
+							override: [combinedSuggestions],
 							defaultKeymap: true,
 							closeOnBlur: true,
 							activateOnTyping: true,
 							maxRenderedOptions: 50,
+							addToOptions: [{ render: renderRecentDeleteButton, position: 100 }],
 						}),
 						javascript({ jsx: false, typescript: false }),
 						EditorView.lineWrapping,
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/constants.ts
@@ -1,3 +1,14 @@
+export const RECENTS_SECTION = { name: 'Recent searches', rank: 1 } as const;
+export const SUGGESTIONS_SECTION = { name: 'Suggestions', rank: 2 } as const;
+
+// Custom CodeMirror Completion.type for recent-query entries. Used to discriminate
+// recents from regular autocomplete completions in renderers and event handlers.
+export const RECENT_COMPLETION_TYPE = 'recent';
+
+// Max number of recents rendered in the autocomplete dropdown.
+//  Do change $max-recents-shown: in QuerySearch.styles.scss if you change this.
+export const RECENTS_DISPLAY_CAP = 5;
+
 export const queryExamples = [
 	{
 		label: 'Basic Query',
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/utils.ts
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/utils.ts
@@ -1,3 +1,19 @@
+import { closeCompletion, startCompletion } from '@codemirror/autocomplete';
+import type { Completion } from '@codemirror/autocomplete';
+import type { EditorView } from '@uiw/react-codemirror';
+import dayjs from 'dayjs';
+import { normalizeFilterExpression } from 'lib/recentQueries/normalize';
+import * as recentQueriesStore from 'lib/recentQueries/recentQueriesStore';
+import type { RecentQueryEntry } from 'lib/recentQueries/types';
+import type { SignalType } from 'types/api/v5/queryRange';
+import 'utils/timeUtils';
+
+import {
+	RECENT_COMPLETION_TYPE,
+	RECENTS_DISPLAY_CAP,
+	RECENTS_SECTION,
+} from './constants';
+
 export function combineInitialAndUserExpression(
 	initial: string,
 	user: string,
@@ -38,3 +54,106 @@ export function getUserExpressionFromCombined(
 	}
 	return c;
 }
+
+// Filters and projects a list of recent-query entries into CodeMirror completions.
+// Entries are supplied by the caller (typically via the useRecents hook) so this
+// function stays pure and React doesn't have to re-subscribe inside CodeMirror's
+// autocomplete callback.
+export function getRecentOptions(
+	entries: RecentQueryEntry[],
+	fullDoc: string,
+): Completion[] {
+	const normalizedDoc = normalizeFilterExpression(fullDoc);
+
+	const matches = entries
+		.filter((e) => {
+			const normalizedRecent = normalizeFilterExpression(e.filter.expression);
+			if (normalizedRecent === normalizedDoc) {
+				return false;
+			}
+			if (normalizedDoc === '') {
+				return true;
+			}
+			return normalizedRecent.includes(normalizedDoc);
+		})
+		.slice(0, RECENTS_DISPLAY_CAP);
+
+	return matches.map((entry, index) => ({
+		label: entry.filter.expression,
+		type: RECENT_COMPLETION_TYPE,
+		// CodeMirror sorts within a section by boost desc, then label asc. The store
+		// returns entries newest-first, so we mirror that by giving the newest entry
+		// the highest boost — otherwise CM falls back to alphabetical order and the
+		// "most recently used" expectation breaks. Stays within the recents section
+		// because section.rank keeps recents above suggestions regardless of boost.
+		boost: matches.length - index,
+		section: RECENTS_SECTION,
+		detail: dayjs(entry.lastUsedAt).fromNow(),
+		recentId: entry.id,
+		recentSignal: entry.signal,
+		recentSource: entry.source,
+		apply: (view: EditorView): void => {
+			view.dispatch({
+				changes: {
+					from: 0,
+					to: view.state.doc.length,
+					insert: entry.filter.expression,
+				},
+				selection: { anchor: entry.filter.expression.length },
+			});
+			closeCompletion(view);
+		},
+	}));
+}
+
+export function renderRecentDeleteButton(
+	completion: Completion,
+	_state: unknown,
+	view: EditorView | null,
+): Node | null {
+	if (completion.type !== RECENT_COMPLETION_TYPE) {
+		return null;
+	}
+
+	const c = completion as Completion & {
+		recentId?: string;
+		recentSignal?: SignalType;
+		recentSource?: string;
+	};
+
+	const btn = document.createElement('button');
+	btn.type = 'button';
+	btn.className = 'cm-recent-delete';
+	btn.setAttribute('aria-label', 'Remove from recent searches');
+	btn.title = 'Remove from recent searches';
+	btn.textContent = '×';
+	queueMicrotask(() => {
+		if (btn.parentElement) {
+			btn.parentElement.title = completion.label;
+		}
+	});
+
+	const stop = (e: Event): void => {
+		e.preventDefault();
+		e.stopPropagation();
+	};
+	// CodeMirror's autocomplete closes the popup on pointerdown / mousedown outside
+	// the editor. The delete button lives inside the popup, so we must stop those
+	// events early — otherwise clicking × would dismiss the dropdown before the
+	// click handler fires and the entry wouldn't actually get removed.
+	btn.addEventListener('pointerdown', stop);
+	btn.addEventListener('mousedown', stop);
+	btn.addEventListener('click', (e) => {
+		stop(e);
+		if (!c.recentId || !c.recentSignal) {
+			return;
+		}
+		recentQueriesStore.remove(c.recentId, c.recentSignal, c.recentSource ?? '');
+		if (view) {
+			view.focus();
+			startCompletion(view);
+		}
+	});
+
+	return btn;
+}
--- a/frontend/src/container/AIAssistant/events.ts
+++ b/frontend/src/container/AIAssistant/events.ts
@@ -70,6 +70,7 @@ export const AIAssistantOpenSource = {
 	Icon: 'icon',
 	Shortcut: 'shortcut',
 	Cmdk: 'cmdk',
+	TraceDetails: 'trace_details',
 } as const;
 export type AIAssistantOpenSource =
 	(typeof AIAssistantOpenSource)[keyof typeof AIAssistantOpenSource];
--- a/frontend/src/container/BillingContainer/CancelSubscriptionBanner.module.scss
+++ b/frontend/src/container/BillingContainer/CancelSubscriptionBanner.module.scss
@@ -67,3 +67,40 @@
 	background: var(--secondary-background);
 	border: 1px solid var(--l1-border);
 }
+
+.fallbackBody {
+	display: flex;
+	flex-direction: column;
+	gap: var(--spacing-4);
+}
+
+.fallbackHint {
+	font-size: var(--paragraph-base-400-font-size);
+	font-weight: var(--paragraph-base-400-font-weight);
+	line-height: var(--paragraph-base-400-line-height);
+	color: var(--l2-foreground);
+	margin: 0;
+}
+
+.fallbackEmail {
+	font-size: var(--paragraph-base-500-font-size);
+	font-weight: var(--paragraph-base-500-font-weight);
+	color: var(--l1-foreground);
+	word-break: break-all;
+}
+
+.fallbackActions {
+	display: flex;
+	gap: var(--spacing-3);
+	flex-wrap: wrap;
+	padding-top: var(--padding-4);
+}
+
+.retryLink {
+	box-sizing: border-box;
+	text-decoration: none;
+
+	&:hover {
+		text-decoration: none;
+	}
+}
--- a/frontend/src/container/BillingContainer/CancelSubscriptionBanner.test.tsx
+++ b/frontend/src/container/BillingContainer/CancelSubscriptionBanner.test.tsx
@@ -9,7 +9,37 @@ jest.mock('utils/basePath', () => ({
 	getBaseUrl: (): string => 'https://test.signoz.io',
 }));

+function mockMailto(): {
+	mockClick: jest.Mock;
+	appendSpy: jest.SpyInstance;
+	removeSpy: jest.SpyInstance;
+} {
+	const mockClick = jest.fn();
+	const realCreateElement = document.createElement.bind(document);
+
+	// Create a real anchor so JSDOM's appendChild/removeChild accept it.
+	// Override its click() so no navigation occurs.
+	jest
+		.spyOn(document, 'createElement')
+		.mockImplementation((tag: string, options?: ElementCreationOptions) => {
+			if (tag === 'a') {
+				const anchor = realCreateElement('a') as HTMLAnchorElement;
+				anchor.click = mockClick;
+				return anchor;
+			}
+			return realCreateElement(tag, options);
+		});
+
+	const appendSpy = jest.spyOn(document.body, 'appendChild');
+	const removeSpy = jest.spyOn(document.body, 'removeChild');
+	return { mockClick, appendSpy, removeSpy };
+}
+
 describe('CancelSubscriptionBanner', () => {
+	afterEach(() => {
+		jest.restoreAllMocks();
+	});
+
 	it('renders banner with title and subtitle', () => {
 		render(<CancelSubscriptionBanner />);
 		expect(
@@ -35,12 +65,10 @@ describe('CancelSubscriptionBanner', () => {
 			screen.getByText(/Cancelling your subscription would stop your data/i),
 		).toBeInTheDocument();
 		expect(screen.getByText(/Type/i)).toBeInTheDocument();
-		expect(
-			screen.getByPlaceholderText(/Enter the word cancel/i),
-		).toBeInTheDocument();
+		expect(screen.getByTestId('cancel-confirm-input')).toBeInTheDocument();
 		expect(screen.getByRole('button', { name: /go back/i })).toBeInTheDocument();
 		expect(
-			screen.getByRole('button', { name: /cancel subscription/i }),
+			screen.getByTestId('cancel-subscription-confirm-btn'),
 		).toBeInTheDocument();
 	});

@@ -52,12 +80,10 @@ describe('CancelSubscriptionBanner', () => {
 			screen.getByRole('button', { name: /cancel subscription/i }),
 		);

-		const confirmButton = screen.getByRole('button', {
-			name: /cancel subscription/i,
-		});
+		const confirmButton = screen.getByTestId('cancel-subscription-confirm-btn');
 		expect(confirmButton).toBeDisabled();

-		const input = screen.getByPlaceholderText(/Enter the word cancel/i);
+		const input = screen.getByTestId('cancel-confirm-input');
 		await user.type(input, 'canc');
 		expect(confirmButton).toBeDisabled();

@@ -73,7 +99,7 @@ describe('CancelSubscriptionBanner', () => {
 			screen.getByRole('button', { name: /cancel subscription/i }),
 		);

-		const input = screen.getByPlaceholderText(/Enter the word cancel/i);
+		const input = screen.getByTestId('cancel-confirm-input');
 		await user.type(input, 'cancel');

 		await user.click(screen.getByRole('button', { name: /go back/i }));
@@ -84,19 +110,11 @@ describe('CancelSubscriptionBanner', () => {
 		await user.click(
 			screen.getByRole('button', { name: /cancel subscription/i }),
 		);
-		expect(screen.getByPlaceholderText(/Enter the word cancel/i)).toHaveValue('');
+		expect(screen.getByTestId('cancel-confirm-input')).toHaveValue('');
 	});

-	it('sends mailto to cloud-support with correct subject after typing "cancel"', async () => {
-		const realCreateElement = document.createElement.bind(document);
-		const mockClick = jest.fn();
-		const mockAnchor = { href: '', click: mockClick };
-		jest.spyOn(document, 'createElement').mockImplementation((tag: string) => {
-			if (tag === 'a') {
-				return mockAnchor as unknown as HTMLAnchorElement;
-			}
-			return realCreateElement(tag);
-		});
+	it('fires mailto via DOM-attached anchor and shows fallback view after confirming', async () => {
+		const { mockClick, appendSpy, removeSpy } = mockMailto();

 		const user = userEvent.setup({ pointerEventsCheck: 0 });
 		render(<CancelSubscriptionBanner />);
@@ -104,18 +122,85 @@ describe('CancelSubscriptionBanner', () => {
 		await user.click(
 			screen.getByRole('button', { name: /cancel subscription/i }),
 		);
+		await user.type(screen.getByTestId('cancel-confirm-input'), 'cancel');
+		await user.click(screen.getByTestId('cancel-subscription-confirm-btn'));

-		const input = screen.getByPlaceholderText(/Enter the word cancel/i);
-		await user.type(input, 'cancel');
+		const appendedAnchor = appendSpy.mock.calls
+			.map(([node]) => node)
+			.find(
+				(node): node is HTMLAnchorElement =>
+					node instanceof HTMLAnchorElement && node.href.startsWith('mailto:'),
+			);
+		expect(appendedAnchor).toBeDefined();
+		expect(mockClick).toHaveBeenCalledTimes(1);
+		expect(removeSpy.mock.calls.some(([node]) => node === appendedAnchor)).toBe(
+			true,
+		);
+
+		expect(
+			screen.getByText(/An email draft has been opened/i),
+		).toBeInTheDocument();
+		expect(screen.getByText('cloud-support@signoz.io')).toBeInTheDocument();
+		expect(screen.getByTestId('copy-email-template-btn')).toBeInTheDocument();
+		expect(screen.getByTestId('retry-mailto-btn')).toBeInTheDocument();
+	});
+
+	it('copies email template to clipboard when Copy button is clicked', async () => {
+		mockMailto();
+
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+		render(<CancelSubscriptionBanner />);

 		await user.click(
 			screen.getByRole('button', { name: /cancel subscription/i }),
 		);
+		await user.type(screen.getByTestId('cancel-confirm-input'), 'cancel');
+		await user.click(screen.getByTestId('cancel-subscription-confirm-btn'));

-		expect(mockAnchor.href).toContain('mailto:cloud-support@signoz.io');
-		expect(mockAnchor.href).toContain('Cancel%20My%20SigNoz%20Subscription');
-		expect(mockClick).toHaveBeenCalledTimes(1);
+		await user.click(screen.getByTestId('copy-email-template-btn'));

-		jest.restoreAllMocks();
+		await waitFor(() =>
+			expect(screen.getByTestId('copy-email-template-btn')).toHaveTextContent(
+				'Copied!',
+			),
+		);
+	});
+
+	it('retry link is a native anchor with correct mailto href in fallback view', async () => {
+		mockMailto();
+
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+		render(<CancelSubscriptionBanner />);
+
+		await user.click(
+			screen.getByRole('button', { name: /cancel subscription/i }),
+		);
+		await user.type(screen.getByTestId('cancel-confirm-input'), 'cancel');
+		await user.click(screen.getByTestId('cancel-subscription-confirm-btn'));
+
+		const retryLink = screen.getByTestId('retry-mailto-btn');
+		expect(retryLink.tagName).toBe('A');
+		expect(retryLink).toHaveAttribute(
+			'href',
+			expect.stringContaining('mailto:cloud-support@signoz.io'),
+		);
+	});
+
+	it('closes fallback view when Close is clicked and resets state', async () => {
+		mockMailto();
+
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+		render(<CancelSubscriptionBanner />);
+
+		await user.click(
+			screen.getByRole('button', { name: /cancel subscription/i }),
+		);
+		await user.type(screen.getByTestId('cancel-confirm-input'), 'cancel');
+		await user.click(screen.getByTestId('cancel-subscription-confirm-btn'));
+
+		await user.click(screen.getByRole('button', { name: /close/i }));
+		await waitFor(() =>
+			expect(screen.queryByRole('dialog')).not.toBeInTheDocument(),
+		);
 	});
 });
--- a/frontend/src/container/BillingContainer/CancelSubscriptionBanner.tsx
+++ b/frontend/src/container/BillingContainer/CancelSubscriptionBanner.tsx
@@ -1,27 +1,100 @@
-import { useState } from 'react';
-import { SolidInfoCircle, Undo2, X } from '@signozhq/icons';
+import { useEffect, useRef, useState } from 'react';
+import {
+	CircleCheck,
+	Copy,
+	MailOpen,
+	SolidInfoCircle,
+	Undo2,
+	X,
+} from '@signozhq/icons';
 import { Button } from '@signozhq/ui/button';
 import { DialogWrapper } from '@signozhq/ui/dialog';
 import { Input } from '@signozhq/ui/input';
 import logEvent from 'api/common/logEvent';
 import { pick } from 'lodash-es';
 import { useAppContext } from 'providers/App/App';
+import { useCopyToClipboard } from 'react-use';
 import { getBaseUrl } from 'utils/basePath';
-
-import styles from './CancelSubscriptionBanner.module.scss';
 import { Color } from '@signozhq/design-tokens';

+import styles from './CancelSubscriptionBanner.module.scss';
+
+const SUPPORT_EMAIL = 'cloud-support@signoz.io';
+const MAX_MAILTO_URI_LENGTH = 1800;
+
+type DialogView = 'confirm' | 'fallback';
+
+function buildEmailBody(orgName: string, userEmail: string): string {
+	return [
+		'Hi SigNoz Team,',
+		'',
+		'I would like to cancel my SigNoz Cloud subscription.',
+		'Please find my account details below.',
+		'',
+		'Account Details:',
+		`  • SigNoz URL: ${getBaseUrl()}`,
+		...(orgName ? [`  • Organization: ${orgName}`] : []),
+		`  • Account Email: ${userEmail}`,
+		'',
+		'Reason for Cancellation:',
+		'[Please share the reason for cancellation]',
+		'',
+		'Additional feedback (optional):',
+		'[Any other feedback]',
+		'',
+		'Regards,',
+		'[user name or team name]',
+	].join('\n');
+}
+
+function buildMailtoUri(orgName: string, userEmail: string): string {
+	const subject = encodeURIComponent('Cancel My SigNoz Subscription');
+	const body = encodeURIComponent(buildEmailBody(orgName, userEmail));
+	const full = `mailto:${SUPPORT_EMAIL}?subject=${subject}&body=${body}`;
+	if (full.length <= MAX_MAILTO_URI_LENGTH) {
+		return full;
+	}
+	const shortBody = encodeURIComponent(
+		'Hi SigNoz Team,\n\nI would like to cancel my SigNoz Cloud subscription.\nPlease find my account details and reason for cancellation below.\n\n[Your details here]\n\nRegards,',
+	);
+	return `mailto:${SUPPORT_EMAIL}?subject=${subject}&body=${shortBody}`;
+}
+
+function openMailto(uri: string): void {
+	const link = document.createElement('a');
+	link.href = uri;
+	link.style.display = 'none';
+	document.body.appendChild(link);
+	link.click();
+	document.body.removeChild(link);
+}
+
 function CancelSubscriptionBanner(): JSX.Element {
-	const [open, setOpen] = useState(false);
+	const [dialogView, setDialogView] = useState<DialogView | null>(null);
 	const [confirmText, setConfirmText] = useState('');
+	const [copied, setCopied] = useState(false);
+	const [, copyToClipboard] = useCopyToClipboard();
+	const copyTimerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
 	const { user, org } = useAppContext();

+	useEffect(
+		() => (): void => {
+			if (copyTimerRef.current) {
+				clearTimeout(copyTimerRef.current);
+			}
+		},
+		[],
+	);
+
+	const orgName = org?.[0]?.displayName ?? '';
+	const userEmail = user?.email ?? '';
+
 	const handleOpenCancelDialog = (): void => {
 		void logEvent('Billing : Cancel Subscription Clicked', {
 			user: pick(user, ['email', 'displayName', 'role', 'organization']),
 			role: user?.role,
 		});
-		setOpen(true);
+		setDialogView('confirm');
 	};

 	const handleContactSupport = (): void => {
@@ -29,43 +102,41 @@ function CancelSubscriptionBanner(): JSX.Element {
 			user: pick(user, ['email', 'displayName', 'role', 'organization']),
 			role: user?.role,
 		});
-		const subject = encodeURIComponent('Cancel My SigNoz Subscription');
-		const orgName = org?.[0]?.displayName ?? '';
-		const body = encodeURIComponent(
-			[
-				'Hi SigNoz Team,',
-				'',
-				'I would like to cancel my SigNoz Cloud subscription.',
-				'Please find my account details below.',
-				'',
-				'Account Details:',
-				`  • SigNoz URL: ${getBaseUrl()}`,
-				...(orgName ? [`  • Organization: ${orgName}`] : []),
-				`  • Account Email: ${user?.email ?? ''}`,
-				'',
-				'Reason for Cancellation:',
-				'[Please share the reason for cancellation]',
-				'',
-				'Additional feedback (optional):',
-				'[Any other feedback]',
-				'',
-				'Regards,',
-				'[user name or team name]',
-			].join('\n'),
-		);
-		const link = document.createElement('a');
-		link.href = `mailto:cloud-support@signoz.io?subject=${subject}&body=${body}`;
-		link.click();
-		setOpen(false);
+		openMailto(buildMailtoUri(orgName, userEmail));
 		setConfirmText('');
+		setDialogView('fallback');
+	};
+
+	const handleCopyTemplate = (): void => {
+		void logEvent('Billing : Cancel Subscription Email Template Copied', {
+			user: pick(user, ['email', 'displayName', 'role', 'organization']),
+			role: user?.role,
+		});
+		copyToClipboard(buildEmailBody(orgName, userEmail));
+		setCopied(true);
+		if (copyTimerRef.current) {
+			clearTimeout(copyTimerRef.current);
+		}
+		copyTimerRef.current = setTimeout(() => setCopied(false), 2000);
+	};
+
+	const handleRetryMailto = (): void => {
+		void logEvent('Billing : Cancel Subscription Email Client Reopened', {
+			user: pick(user, ['email', 'displayName', 'role', 'organization']),
+			role: user?.role,
+		});
 	};

 	const handleClose = (): void => {
-		setOpen(false);
+		if (copyTimerRef.current) {
+			clearTimeout(copyTimerRef.current);
+		}
+		setDialogView(null);
 		setConfirmText('');
+		setCopied(false);
 	};

-	const footer = (
+	const confirmFooter = (
 		<>
 			<Button
 				variant="solid"
@@ -81,12 +152,19 @@ function CancelSubscriptionBanner(): JSX.Element {
 				prefix={<X size={14} />}
 				disabled={confirmText !== 'cancel'}
 				onClick={handleContactSupport}
+				data-testid="cancel-subscription-confirm-btn"
 			>
 				Cancel subscription
 			</Button>
 		</>
 	);

+	const fallbackFooter = (
+		<Button variant="solid" color="secondary" onClick={handleClose}>
+			Close
+		</Button>
+	);
+
 	return (
 		<>
 			<div className={styles.banner}>
@@ -111,27 +189,67 @@ function CancelSubscriptionBanner(): JSX.Element {
 				</Button>
 			</div>
 			<DialogWrapper
-				open={open}
+				open={dialogView !== null}
 				onOpenChange={handleClose}
 				title="Cancel your subscription?"
 				width="narrow"
 				showCloseButton={false}
-				footer={footer}
+				footer={dialogView === 'confirm' ? confirmFooter : fallbackFooter}
 			>
-				<div className={styles.dialogBody}>
-					<p className={styles.dialogDescription}>
-						Cancelling your subscription would stop your data from being ingested to
-						SigNoz. All the data that has been already sent will also be deleted.
-					</p>
-					<p className={styles.dialogConfirmLabel}>
-						Type <code>cancel</code> to confirm the cancellation.
-					</p>
-					<Input
-						placeholder="Enter the word cancel..."
-						value={confirmText}
-						onChange={(e): void => setConfirmText(e.target.value)}
-					/>
-				</div>
+				{dialogView === 'confirm' && (
+					<div className={styles.dialogBody}>
+						<p className={styles.dialogDescription}>
+							Cancelling your subscription would stop your data from being ingested to
+							SigNoz. All the data that has been already sent will also be deleted.
+						</p>
+						<p className={styles.dialogConfirmLabel}>
+							Type <code>cancel</code> to confirm the cancellation.
+						</p>
+						<Input
+							placeholder="Enter the word cancel..."
+							value={confirmText}
+							onChange={(e): void => setConfirmText(e.target.value)}
+							data-testid="cancel-confirm-input"
+						/>
+					</div>
+				)}
+				{dialogView === 'fallback' && (
+					<div className={styles.fallbackBody}>
+						<p className={styles.fallbackHint}>
+							An email draft has been opened. If it did not open, send your
+							cancellation request directly to:
+						</p>
+						<span className={styles.fallbackEmail}>{SUPPORT_EMAIL}</span>
+						<div className={styles.fallbackActions}>
+							<Button
+								variant="outlined"
+								color="secondary"
+								prefix={copied ? <CircleCheck size={14} /> : <Copy size={14} />}
+								onClick={handleCopyTemplate}
+								data-testid="copy-email-template-btn"
+							>
+								{copied ? 'Copied!' : 'Copy email template'}
+							</Button>
+							<Button
+								asChild
+								variant="outlined"
+								color="secondary"
+								data-testid="retry-mailto-btn"
+							>
+								<a
+									href={buildMailtoUri(orgName, userEmail)}
+									onClick={handleRetryMailto}
+									className={styles.retryLink}
+									target="_blank"
+									rel="noopener noreferrer"
+								>
+									<MailOpen size={14} />
+									Reopen email client
+								</a>
+							</Button>
+						</div>
+					</div>
+				)}
 			</DialogWrapper>
 		</>
 	);
--- a/frontend/src/container/QueryBuilder/filters/QueryBuilderSearch/style.ts
+++ b/frontend/src/container/QueryBuilder/filters/QueryBuilderSearch/style.ts
@@ -22,11 +22,12 @@ export const StyledCheckOutlined = styled(Check)`
 	float: right;
 `;

-export const TagContainer = styled(Badge)`
+export const TagContainer = styled(Badge).attrs({
+	color: 'secondary',
+	variant: 'outline',
+})`
 	&&& {
 		display: flex;
-		border-radius: 3px;
-		padding: 0.1rem 0.2rem;
 		font-weight: 300;
 		font-size: 0.6rem;
 	}
@@ -38,4 +39,5 @@ export const TagLabel = styled.span`

 export const TagValue = styled.span`
 	text-transform: capitalize;
+	font-weight: 400;
 `;
--- a/frontend/src/lib/recentQueries/constants.ts
+++ b/frontend/src/lib/recentQueries/constants.ts
@@ -0,0 +1,5 @@
+export const STORAGE_KEY_PREFIX = 'qb_recent_v1';
+export const STORAGE_VERSION = 1;
+// Maximum entries kept per (signal, source) bucket. Larger than the UI's
+// RECENTS_DISPLAY_CAP so deleting a visible entry surfaces an older one.
+export const MAX_ENTRIES = 10;
--- a/frontend/src/lib/recentQueries/getRecentQueries.ts
+++ b/frontend/src/lib/recentQueries/getRecentQueries.ts
@@ -0,0 +1,15 @@
+import type { SignalType } from 'types/api/v5/queryRange';
+
+import * as store from './recentQueriesStore';
+import type { RecentQueryEntry } from './types';
+
+// Synchronous, non-subscribing read of the recent-queries bucket for a given
+// (signal, source). Read-on-demand by design — subscribing here would
+// reconfigure CodeMirror on every store change and close any open completion
+// popup. Pair with saveQuery() for the write path.
+export function getRecentQueries(
+	signal: SignalType,
+	source = '',
+): RecentQueryEntry[] {
+	return store.list(signal, source);
+}
--- a/frontend/src/lib/recentQueries/normalize.test.ts
+++ b/frontend/src/lib/recentQueries/normalize.test.ts
@@ -0,0 +1,100 @@
+import { normalizeFilterExpression } from './normalize';
+
+describe('normalizeFilterExpression', () => {
+	it('returns empty string for empty input', () => {
+		expect(normalizeFilterExpression('')).toBe('');
+	});
+
+	it('returns empty string for whitespace-only input', () => {
+		expect(normalizeFilterExpression('   \t  ')).toBe('');
+	});
+
+	it('strips whitespace around operators', () => {
+		expect(normalizeFilterExpression('  a = 1  ')).toBe('a=1');
+		expect(normalizeFilterExpression('a   =    1')).toBe('a=1');
+		expect(normalizeFilterExpression('a=1')).toBe('a=1');
+	});
+
+	it('lowercases AND / OR / NOT outside quotes', () => {
+		expect(normalizeFilterExpression('A AND B OR NOT C')).toBe('AandBornotC');
+	});
+
+	it('lowercases IN / LIKE / ILIKE / CONTAINS', () => {
+		expect(normalizeFilterExpression('host IN [1, 2] AND name LIKE "foo"')).toBe(
+			'hostin[1,2]andnamelike"foo"',
+		);
+	});
+
+	it('lowercases REGEXP', () => {
+		expect(normalizeFilterExpression('path REGEXP "foo"')).toBe(
+			'pathregexp"foo"',
+		);
+		expect(normalizeFilterExpression('path REGEXP "foo"')).toBe(
+			normalizeFilterExpression('path regexp "foo"'),
+		);
+	});
+
+	it('lowercases HAS / HASANY / HASALL / HASTOKEN function names', () => {
+		expect(normalizeFilterExpression('HAS(tags, "x")')).toBe(
+			normalizeFilterExpression('has(tags, "x")'),
+		);
+		expect(normalizeFilterExpression('HASANY(tags, ["a","b"])')).toBe(
+			normalizeFilterExpression('hasAny(tags, ["a","b"])'),
+		);
+		expect(normalizeFilterExpression('HASALL(tags, ["a","b"])')).toBe(
+			normalizeFilterExpression('hasAll(tags, ["a","b"])'),
+		);
+		expect(normalizeFilterExpression('HASTOKEN(msg, "err")')).toBe(
+			normalizeFilterExpression('hasToken(msg, "err")'),
+		);
+	});
+
+	it('lowercases TRUE / FALSE boolean literals', () => {
+		expect(normalizeFilterExpression('active = TRUE')).toBe(
+			normalizeFilterExpression('active = true'),
+		);
+		expect(normalizeFilterExpression('active = FALSE')).toBe(
+			normalizeFilterExpression('active = false'),
+		);
+	});
+
+	it('preserves whitespace and casing inside single-quoted strings', () => {
+		expect(normalizeFilterExpression("a = 'X  Y'")).toBe("a='X  Y'");
+	});
+
+	it('preserves whitespace and casing inside double-quoted strings', () => {
+		expect(normalizeFilterExpression('a   =   "X  Y"')).toBe('a="X  Y"');
+	});
+
+	it('does not lowercase keyword-looking substrings inside quotes', () => {
+		expect(normalizeFilterExpression("msg = 'AND ERROR'")).toBe(
+			"msg='AND ERROR'",
+		);
+	});
+
+	it('handles escaped quotes inside strings', () => {
+		expect(normalizeFilterExpression("msg = 'a\\'b' AND x = 1")).toBe(
+			"msg='a\\'b'andx=1",
+		);
+	});
+
+	it('treats two formattings of the same expression as identical', () => {
+		const a = normalizeFilterExpression(
+			'service.name = "frontend" AND severity = error',
+		);
+		const b = normalizeFilterExpression(
+			'service.name="frontend"   and  severity=error',
+		);
+		expect(a).toBe(b);
+	});
+
+	it('preserves unquoted value casing (treats them as identifiers)', () => {
+		expect(normalizeFilterExpression('status = OK')).toBe('status=OK');
+	});
+
+	it('handles mixed quotes in one expression', () => {
+		expect(normalizeFilterExpression(`a = 'X' AND b = "Y"`)).toBe(
+			`a='X'andb="Y"`,
+		);
+	});
+});
--- a/frontend/src/lib/recentQueries/normalize.ts
+++ b/frontend/src/lib/recentQueries/normalize.ts
@@ -0,0 +1,56 @@
+import {
+	OPERATORS,
+	QUERY_BUILDER_FUNCTIONS,
+	TRACE_OPERATOR_OPERATORS,
+} from 'constants/antlrQueryConstants';
+
+// Reserved keywords sourced from the ANTLR grammar constants so this list stays
+// in sync with the parser. `\b` prevents partial matches inside identifiers
+// (e.g. `OR` inside `originator`). `TRUE`/`FALSE` are BOOL literals, included
+// so case variants of boolean values also dedup.
+const WORD_KEYWORDS = [
+	...Object.keys(OPERATORS).filter((k) => /^[A-Z]+$/.test(k)),
+	...Object.keys(TRACE_OPERATOR_OPERATORS).filter((k) => /^[A-Z]+$/.test(k)),
+	...Object.values(QUERY_BUILDER_FUNCTIONS),
+	'TRUE',
+	'FALSE',
+];
+
+const KEYWORDS_RE = new RegExp(`\\b(${WORD_KEYWORDS.join('|')})\\b`, 'gi');
+
+// Matches single- or double-quoted string literals, supporting escaped quotes
+// (e.g. `'it\'s'` or `"a \" b"`). We preserve quoted spans verbatim during
+// normalisation so user-meaningful whitespace and casing inside string values
+// stays intact: `name = "Foo Bar"` must not collapse to `name="foobar"`.
+const QUOTED_RE = /'(?:\\.|[^'\\])*'|"(?:\\.|[^"\\])*"/g;
+
+// Lowercases reserved keywords and strips ALL whitespace from the unquoted regions
+// of the input. Keywords are normalised so casing variants dedup; whitespace is
+// dropped so formatting variants (`a=1` vs `a = 1`) dedup too.
+function processOutsideQuotes(s: string): string {
+	return s.replace(KEYWORDS_RE, (m) => m.toLowerCase()).replace(/\s+/g, '');
+}
+
+// Produces a canonical form of a filter expression suitable for dedup-key derivation.
+// Walks the input alternating between unquoted regions (where we normalise keywords
+// and whitespace) and quoted regions (which we copy verbatim).
+export function normalizeFilterExpression(input: string): string {
+	if (!input) {
+		return '';
+	}
+
+	let result = '';
+	let lastIndex = 0;
+	QUOTED_RE.lastIndex = 0;
+
+	let match = QUOTED_RE.exec(input);
+	while (match !== null) {
+		result += processOutsideQuotes(input.slice(lastIndex, match.index));
+		result += match[0];
+		lastIndex = QUOTED_RE.lastIndex;
+		match = QUOTED_RE.exec(input);
+	}
+	result += processOutsideQuotes(input.slice(lastIndex));
+
+	return result.trim();
+}
--- a/frontend/src/lib/recentQueries/recentQueriesStore.test.ts
+++ b/frontend/src/lib/recentQueries/recentQueriesStore.test.ts
@@ -0,0 +1,247 @@
+import { MAX_ENTRIES } from './constants';
+import * as store from './recentQueriesStore';
+import type { RecentQueryInput } from './recentQueriesStore';
+import type { RecentQueryEntry } from './types';
+
+const baseInput = (
+	overrides: Partial<RecentQueryInput> = {},
+): RecentQueryInput => ({
+	signal: 'logs',
+	filter: { expression: "service.name = 'frontend'" },
+	...overrides,
+});
+
+function saveOrThrow(input: RecentQueryInput): RecentQueryEntry {
+	const saved = store.save(input);
+	if (!saved) {
+		throw new Error('expected save to return an entry');
+	}
+	return saved;
+}
+
+describe('recentQueries store', () => {
+	beforeEach(() => {
+		store.useRecentQueriesStore.setState({ buckets: {} });
+		localStorage.clear();
+	});
+
+	describe('save + list', () => {
+		it('saves an entry and lists it', () => {
+			store.save(baseInput());
+			const entries = store.list('logs');
+			expect(entries).toHaveLength(1);
+			expect(entries[0].filter.expression).toBe("service.name = 'frontend'");
+			expect(entries[0].id).toBeTruthy();
+			expect(entries[0].lastUsedAt).toBeGreaterThan(0);
+		});
+
+		it('does not save when the filter expression is empty', () => {
+			const result = store.save(baseInput({ filter: { expression: '' } }));
+			expect(result).toBeNull();
+			expect(store.list('logs')).toHaveLength(0);
+		});
+
+		it('does not save when the filter expression is whitespace only', () => {
+			const result = store.save(baseInput({ filter: { expression: '   ' } }));
+			expect(result).toBeNull();
+			expect(store.list('logs')).toHaveLength(0);
+		});
+	});
+
+	describe('LRU ordering', () => {
+		it('places the most recently saved entry at the front', () => {
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			store.save(baseInput({ filter: { expression: 'http.status_code >= 500' } }));
+			store.save(baseInput({ filter: { expression: 'attempt = 1' } }));
+
+			const entries = store.list('logs');
+			expect(entries.map((e) => e.filter.expression)).toStrictEqual([
+				'attempt = 1',
+				'http.status_code >= 500',
+				"severity_text = 'ERROR'",
+			]);
+		});
+
+		it('re-saving an existing filter bumps it to the front', () => {
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			store.save(baseInput({ filter: { expression: 'http.status_code >= 500' } }));
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+
+			const entries = store.list('logs');
+			expect(entries).toHaveLength(2);
+			expect(entries.map((e) => e.filter.expression)).toStrictEqual([
+				"severity_text = 'ERROR'",
+				'http.status_code >= 500',
+			]);
+		});
+	});
+
+	describe('dedup', () => {
+		it('treats formatting variations of the same filter as one entry', () => {
+			store.save(
+				baseInput({
+					filter: { expression: "severity_text = 'ERROR' AND attempt = 1" },
+				}),
+			);
+			store.save(
+				baseInput({
+					filter: { expression: "severity_text='ERROR'   and    attempt=1" },
+				}),
+			);
+
+			expect(store.list('logs')).toHaveLength(1);
+		});
+	});
+
+	describe('signal partitioning', () => {
+		it('saves to the right bucket per signal', () => {
+			store.save(
+				baseInput({
+					signal: 'logs',
+					filter: { expression: "severity_text = 'ERROR'" },
+				}),
+			);
+			store.save(
+				baseInput({
+					signal: 'traces',
+					filter: { expression: "service.name = 'orders-api'" },
+				}),
+			);
+			store.save(
+				baseInput({
+					signal: 'metrics',
+					filter: { expression: 'cpu_usage > 80' },
+				}),
+			);
+
+			expect(store.list('logs')).toHaveLength(1);
+			expect(store.list('traces')).toHaveLength(1);
+			expect(store.list('metrics')).toHaveLength(1);
+			expect(store.list('logs')[0].filter.expression).toBe(
+				"severity_text = 'ERROR'",
+			);
+			expect(store.list('traces')[0].filter.expression).toBe(
+				"service.name = 'orders-api'",
+			);
+			expect(store.list('metrics')[0].filter.expression).toBe('cpu_usage > 80');
+		});
+
+		it('does not leak between signals on dedup', () => {
+			store.save(
+				baseInput({
+					signal: 'logs',
+					filter: { expression: "service.name = 'frontend'" },
+				}),
+			);
+			store.save(
+				baseInput({
+					signal: 'traces',
+					filter: { expression: "service.name = 'frontend'" },
+				}),
+			);
+
+			expect(store.list('logs')).toHaveLength(1);
+			expect(store.list('traces')).toHaveLength(1);
+		});
+	});
+
+	describe('LRU cap', () => {
+		it('caps the bucket at MAX_ENTRIES and evicts the oldest', () => {
+			const total = MAX_ENTRIES + 1;
+			for (let i = 0; i < total; i += 1) {
+				store.save(baseInput({ filter: { expression: `attempt = ${i}` } }));
+			}
+
+			const entries = store.list('logs');
+			expect(entries).toHaveLength(MAX_ENTRIES);
+			expect(entries[0].filter.expression).toBe(`attempt = ${total - 1}`);
+			expect(entries.some((e) => e.filter.expression === 'attempt = 0')).toBe(
+				false,
+			);
+		});
+	});
+
+	describe('remove', () => {
+		it('removes an entry by id', () => {
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			const saved = saveOrThrow(
+				baseInput({ filter: { expression: 'http.status_code >= 500' } }),
+			);
+			store.remove(saved.id, 'logs');
+
+			const entries = store.list('logs');
+			expect(entries).toHaveLength(1);
+			expect(entries[0].filter.expression).toBe("severity_text = 'ERROR'");
+		});
+
+		it('is a no-op when the id does not exist', () => {
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			store.remove('does-not-exist', 'logs');
+			expect(store.list('logs')).toHaveLength(1);
+		});
+
+		it('does not touch other signals', () => {
+			const logsEntry = saveOrThrow(
+				baseInput({
+					signal: 'logs',
+					filter: { expression: "service.name = 'frontend'" },
+				}),
+			);
+			store.save(
+				baseInput({
+					signal: 'traces',
+					filter: { expression: "service.name = 'frontend'" },
+				}),
+			);
+
+			store.remove(logsEntry.id, 'logs');
+
+			expect(store.list('logs')).toHaveLength(0);
+			expect(store.list('traces')).toHaveLength(1);
+		});
+	});
+
+	describe('persistence', () => {
+		it('reads back the same entries after the in-memory state is reset', () => {
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			store.save(baseInput({ filter: { expression: 'http.status_code >= 500' } }));
+
+			store.useRecentQueriesStore.setState({ buckets: {} });
+
+			const entries = store.list('logs');
+			expect(entries.map((e) => e.filter.expression)).toStrictEqual([
+				'http.status_code >= 500',
+				"severity_text = 'ERROR'",
+			]);
+		});
+	});
+
+	describe('reactive subscription via zustand', () => {
+		it('notifies zustand subscribers on save', () => {
+			const cb = jest.fn();
+			const unsubscribe = store.useRecentQueriesStore.subscribe(cb);
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			expect(cb).toHaveBeenCalledTimes(1);
+			unsubscribe();
+		});
+
+		it('notifies zustand subscribers on remove', () => {
+			const saved = saveOrThrow(
+				baseInput({ filter: { expression: "severity_text = 'ERROR'" } }),
+			);
+			const cb = jest.fn();
+			const unsubscribe = store.useRecentQueriesStore.subscribe(cb);
+			store.remove(saved.id, 'logs');
+			expect(cb).toHaveBeenCalledTimes(1);
+			unsubscribe();
+		});
+
+		it('stops notifying after unsubscribe', () => {
+			const cb = jest.fn();
+			const unsubscribe = store.useRecentQueriesStore.subscribe(cb);
+			unsubscribe();
+			store.save(baseInput({ filter: { expression: "severity_text = 'ERROR'" } }));
+			expect(cb).not.toHaveBeenCalled();
+		});
+	});
+});
--- a/frontend/src/lib/recentQueries/recentQueriesStore.ts
+++ b/frontend/src/lib/recentQueries/recentQueriesStore.ts
@@ -0,0 +1,144 @@
+import get from 'api/browser/localstorage/get';
+import set from 'api/browser/localstorage/set';
+import type { SignalType } from 'types/api/v5/queryRange';
+import { create } from 'zustand';
+
+import { MAX_ENTRIES, STORAGE_VERSION } from './constants';
+import { normalizeFilterExpression } from './normalize';
+import type { RecentQueriesStoreShape, RecentQueryEntry } from './types';
+import { bucketKey, makeId, normalizeSource, storageKeyFor } from './utils';
+
+// Mirrors parsed localStorage so equal raw strings return the same array ref —
+// preserves Object.is for zustand selector bail-out.
+const persistedBucketCache = new Map<
+	string,
+	{ raw: string; parsed: RecentQueryEntry[] }
+>();
+
+function loadBucketFromStorage(
+	signal: SignalType,
+	source: string,
+): RecentQueryEntry[] | null {
+	const key = bucketKey(signal, source);
+	try {
+		const raw = get(storageKeyFor(signal, source));
+		if (!raw) {
+			persistedBucketCache.delete(key);
+			return null;
+		}
+		const cached = persistedBucketCache.get(key);
+		if (cached && cached.raw === raw) {
+			return cached.parsed;
+		}
+		const parsedShape = JSON.parse(raw) as RecentQueriesStoreShape;
+		if (
+			parsedShape?.version !== STORAGE_VERSION ||
+			!Array.isArray(parsedShape.entries)
+		) {
+			persistedBucketCache.delete(key);
+			return null;
+		}
+		persistedBucketCache.set(key, { raw, parsed: parsedShape.entries });
+		return parsedShape.entries;
+	} catch {
+		persistedBucketCache.delete(key);
+		return null;
+	}
+}
+
+function saveBucketToStorage(
+	signal: SignalType,
+	source: string,
+	entries: RecentQueryEntry[],
+): void {
+	try {
+		const raw = JSON.stringify({ version: STORAGE_VERSION, entries });
+		if (set(storageKeyFor(signal, source), raw)) {
+			persistedBucketCache.set(bucketKey(signal, source), {
+				raw,
+				parsed: entries,
+			});
+		}
+	} catch {
+		// Ignore storage errors (e.g. quota exceeded, JSON.stringify failure).
+	}
+}
+
+export type RecentQueryInput = Omit<
+	RecentQueryEntry,
+	'id' | 'lastUsedAt' | 'source'
+> & {
+	source?: string;
+};
+
+type RecentQueriesState = {
+	buckets: Record<string, RecentQueryEntry[]>;
+	save: (entry: RecentQueryInput) => RecentQueryEntry | null;
+	remove: (id: string, signal: SignalType, source?: string) => void;
+};
+
+export const useRecentQueriesStore = create<RecentQueriesState>()(
+	(set, get) => ({
+		buckets: {},
+
+		save: (entry): RecentQueryEntry | null => {
+			const normalized = normalizeFilterExpression(entry.filter.expression);
+			if (!normalized) {
+				return null;
+			}
+			const source = normalizeSource(entry.source);
+			const key = bucketKey(entry.signal, source);
+
+			const current =
+				get().buckets[key] ?? loadBucketFromStorage(entry.signal, source) ?? [];
+			const filtered = current.filter(
+				(e) => normalizeFilterExpression(e.filter.expression) !== normalized,
+			);
+
+			const newEntry: RecentQueryEntry = {
+				...entry,
+				source,
+				id: makeId(entry.signal, source, normalized),
+				lastUsedAt: Date.now(),
+			};
+
+			const next = [newEntry, ...filtered].slice(0, MAX_ENTRIES);
+			set({ buckets: { ...get().buckets, [key]: next } });
+			saveBucketToStorage(entry.signal, source, next);
+			return newEntry;
+		},
+
+		remove: (id, signal, source = ''): void => {
+			const key = bucketKey(signal, source);
+			const current = get().buckets[key] ?? loadBucketFromStorage(signal, source);
+			if (!current) {
+				return;
+			}
+			const next = current.filter((e) => e.id !== id);
+			if (next.length === current.length) {
+				return;
+			}
+			set({ buckets: { ...get().buckets, [key]: next } });
+			saveBucketToStorage(signal, source, next);
+		},
+	}),
+);
+
+// Plain-function wrappers for non-React callers — same pattern as useColumnStore.ts.
+export function save(entry: RecentQueryInput): RecentQueryEntry | null {
+	return useRecentQueriesStore.getState().save(entry);
+}
+
+export function remove(id: string, signal: SignalType, source = ''): void {
+	useRecentQueriesStore.getState().remove(id, signal, source);
+}
+
+// Synchronous bucket read with localStorage fallback for non-React callers.
+export function list(signal: SignalType, source = ''): RecentQueryEntry[] {
+	const key = bucketKey(signal, source);
+	const state = useRecentQueriesStore.getState();
+	if (state.buckets[key]) {
+		return state.buckets[key];
+	}
+	return loadBucketFromStorage(signal, source) ?? [];
+}
--- a/frontend/src/lib/recentQueries/saveRecentQuery.test.ts
+++ b/frontend/src/lib/recentQueries/saveRecentQuery.test.ts
@@ -0,0 +1,113 @@
+import { DataSource } from 'types/common/queryBuilder';
+import type { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import { validateQuery } from 'utils/queryValidationUtils';
+
+import * as store from './recentQueriesStore';
+import { saveRecentQuery } from './saveRecentQuery';
+
+jest.mock('utils/queryValidationUtils', () => ({
+	validateQuery: jest.fn(),
+}));
+
+const mockedValidateQuery = validateQuery as jest.MockedFunction<
+	typeof validateQuery
+>;
+
+const buildComposite = (
+	overrides: Partial<IBuilderQuery>[] = [{}],
+): { builder: { queryData: IBuilderQuery[] } } => ({
+	builder: {
+		queryData: overrides.map((o, i) => ({
+			queryName: `Q${i}`,
+			dataSource: DataSource.LOGS,
+			aggregateOperator: 'count',
+			aggregateAttribute: undefined as never,
+			functions: [],
+			filter: { expression: 'service.name = "frontend"' },
+			groupBy: [],
+			expression: `Q${i}`,
+			disabled: false,
+			having: [],
+			limit: null,
+			stepInterval: null,
+			orderBy: [],
+			legend: '',
+			...o,
+		})) as IBuilderQuery[],
+	},
+});
+
+describe('saveRecentQuery', () => {
+	beforeEach(() => {
+		store.useRecentQueriesStore.setState({ buckets: {} });
+		localStorage.clear();
+		mockedValidateQuery.mockReturnValue({
+			isValid: true,
+			message: '',
+			errors: [],
+		});
+	});
+
+	it('saves the composite query when validation passes', () => {
+		saveRecentQuery(buildComposite());
+
+		const entries = store.list('logs');
+		expect(entries).toHaveLength(1);
+		expect(entries[0].filter.expression).toBe('service.name = "frontend"');
+	});
+
+	it('does not save when validateQuery rejects the expression', () => {
+		mockedValidateQuery.mockReturnValue({
+			isValid: false,
+			message: 'bad',
+			errors: [],
+		});
+
+		saveRecentQuery(buildComposite());
+
+		expect(store.list('logs')).toHaveLength(0);
+	});
+
+	it('does not save a builder query with an empty filter expression', () => {
+		saveRecentQuery(buildComposite([{ filter: { expression: '' } }]));
+
+		expect(store.list('logs')).toHaveLength(0);
+	});
+
+	it('saves each builder query in the composite separately', () => {
+		saveRecentQuery(
+			buildComposite([
+				{
+					dataSource: DataSource.LOGS,
+					filter: { expression: "service.name = 'frontend'" },
+				},
+				{
+					dataSource: DataSource.TRACES,
+					filter: { expression: "service.name = 'orders-api'" },
+				},
+			]),
+		);
+
+		expect(store.list('logs')).toHaveLength(1);
+		expect(store.list('traces')).toHaveLength(1);
+	});
+
+	it('skips builder queries whose dataSource is not a supported signal', () => {
+		saveRecentQuery(
+			buildComposite([{ dataSource: 'unknown' as IBuilderQuery['dataSource'] }]),
+		);
+
+		expect(store.list('logs')).toHaveLength(0);
+		expect(store.list('traces')).toHaveLength(0);
+		expect(store.list('metrics')).toHaveLength(0);
+	});
+
+	it('is a no-op when the composite is null, undefined, or empty', () => {
+		saveRecentQuery(null);
+		saveRecentQuery(undefined);
+		saveRecentQuery({ builder: { queryData: [] } });
+		saveRecentQuery({});
+
+		expect(store.list('logs')).toHaveLength(0);
+	});
+});
--- a/frontend/src/lib/recentQueries/saveRecentQuery.ts
+++ b/frontend/src/lib/recentQueries/saveRecentQuery.ts
@@ -0,0 +1,52 @@
+import type { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
+import type { SignalType } from 'types/api/v5/queryRange';
+import { validateQuery } from 'utils/queryValidationUtils';
+
+import * as store from './recentQueriesStore';
+
+function toSignal(dataSource: IBuilderQuery['dataSource']): SignalType | null {
+	if (
+		dataSource === 'logs' ||
+		dataSource === 'traces' ||
+		dataSource === 'metrics'
+	) {
+		return dataSource;
+	}
+	return null;
+}
+
+type CompositeWithBuilder = {
+	builder?: { queryData?: IBuilderQuery[] };
+};
+
+// Persists each builder query in the composite as a recent entry. Call this
+// only from explicit user-driven Run triggers — reacting to stagedQuery or any
+// other derived state pollutes recents with navigation/refresh/go-to traffic.
+export function saveRecentQuery(
+	query: CompositeWithBuilder | null | undefined,
+): void {
+	const queryData = query?.builder?.queryData;
+	if (!Array.isArray(queryData) || queryData.length === 0) {
+		return;
+	}
+
+	queryData.forEach((q) => {
+		const expression = q.filter?.expression?.trim();
+		if (!expression) {
+			return;
+		}
+		const validation = validateQuery(expression);
+		if (!validation.isValid) {
+			return;
+		}
+		const signal = toSignal(q.dataSource);
+		if (!signal) {
+			return;
+		}
+		store.save({
+			signal,
+			source: q.source ?? '',
+			filter: q.filter ?? { expression: '' },
+		});
+	});
+}
--- a/frontend/src/lib/recentQueries/types.ts
+++ b/frontend/src/lib/recentQueries/types.ts
@@ -0,0 +1,14 @@
+import type { Filter, SignalType } from 'types/api/v5/queryRange';
+
+export interface RecentQueryEntry {
+	id: string;
+	signal: SignalType;
+	source: string;
+	filter: Filter;
+	lastUsedAt: number;
+}
+
+export interface RecentQueriesStoreShape {
+	version: 1;
+	entries: RecentQueryEntry[];
+}
--- a/frontend/src/lib/recentQueries/utils.ts
+++ b/frontend/src/lib/recentQueries/utils.ts
@@ -0,0 +1,24 @@
+import type { SignalType } from 'types/api/v5/queryRange';
+
+import { STORAGE_KEY_PREFIX } from './constants';
+
+export function normalizeSource(source: string | undefined): string {
+	return source ?? '';
+}
+
+export function bucketKey(signal: SignalType, source: string): string {
+	return `${signal}:${source}`;
+}
+
+export function storageKeyFor(signal: SignalType, source: string): string {
+	return `${STORAGE_KEY_PREFIX}:${bucketKey(signal, source)}`;
+}
+
+// Same (signal, source, normalized filter) ⇒ same id ⇒ upsert.
+export function makeId(
+	signal: SignalType,
+	source: string,
+	normalizedFilter: string,
+): string {
+	return `${signal}|${source}|${normalizedFilter}`;
+}
--- a/frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/NozButton.tsx
+++ b/frontend/src/pages/TraceDetailsV3/TraceDetailsHeader/NozButton.tsx
@@ -0,0 +1,46 @@
+import { useCallback } from 'react';
+import { useLocation } from 'react-router-dom';
+import { Button } from '@signozhq/ui/button';
+import { TooltipSimple } from '@signozhq/ui/tooltip';
+import logEvent from 'api/common/logEvent';
+import Noz from 'components/Noz/Noz';
+import { NOZ_TOOLTIP_TITLE } from 'components/Noz/Noz.constants';
+import {
+	AIAssistantEvents,
+	AIAssistantOpenSource,
+} from 'container/AIAssistant/events';
+import { normalizePage } from 'container/AIAssistant/hooks/useAIAssistantAnalyticsContext';
+import { openAIAssistant } from 'container/AIAssistant/store/useAIAssistantStore';
+import { useIsAIAssistantEnabled } from 'hooks/useIsAIAssistantEnabled';
+
+export default function NozButton(): JSX.Element | null {
+	const { pathname } = useLocation();
+	const isAIAssistantEnabled = useIsAIAssistantEnabled();
+
+	const handleOpenNoz = useCallback((): void => {
+		void logEvent(AIAssistantEvents.Opened, {
+			source: AIAssistantOpenSource.TraceDetails,
+			currentPage: normalizePage(pathname),
+		});
+		openAIAssistant();
+	}, [pathname]);
+
+	if (!isAIAssistantEnabled) {
+		return null;
+	}
+
+	return (
+		<TooltipSimple title={NOZ_TOOLTIP_TITLE}>
+			<Button
+				variant="ghost"
+				size="icon"
+				color="secondary"
+				className="noz-wave"
+				aria-label="Open Noz"
+				onClick={handleOpenNoz}
+			>
+				<Noz size={16} />
+			</Button>
+		</TooltipSimple>
+	);
+}
--- a/frontend/src/pages/TraceDetailsV3/TraceWaterfall/TraceWaterfallStates/Success/Filters/Filters.tsx
+++ b/frontend/src/pages/TraceDetailsV3/TraceWaterfall/TraceWaterfallStates/Success/Filters/Filters.tsx
@@ -20,6 +20,7 @@ import { DEFAULT_ENTITY_VERSION } from 'constants/app';
 import { initialQueriesMap, PANEL_TYPES } from 'constants/queryBuilder';
 import { useGetQueryRange } from 'hooks/queryBuilder/useGetQueryRange';
 import { uniqBy } from 'lodash-es';
+import NozButton from 'pages/TraceDetailsV3/TraceDetailsHeader/NozButton';
 import { DataTypes } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { Query, TagFilter } from 'types/api/queryBuilder/queryBuilderData';
 import {
@@ -426,6 +427,8 @@ function Filters({
 					)}
 				</div>

+				<NozButton />
+
 				<div className={styles.highlightControl}>{highlightErrorsToggle}</div>
 			</div>
 		</TooltipProvider>
--- a/frontend/src/providers/QueryBuilder.tsx
+++ b/frontend/src/providers/QueryBuilder.tsx
@@ -41,6 +41,7 @@ import useUrlQuery from 'hooks/useUrlQuery';
 import { createIdFromObjectFields } from 'lib/createIdFromObjectFields';
 import { createNewBuilderItemName } from 'lib/newQueryBuilder/createNewBuilderItemName';
 import { getOperatorsBySourceAndPanelType } from 'lib/newQueryBuilder/getOperatorsBySourceAndPanelType';
+import { saveRecentQuery } from 'lib/recentQueries/saveRecentQuery';
 import { replaceIncorrectObjectFields } from 'lib/replaceIncorrectObjectFields';
 import { cloneDeep, get, isEqual, set } from 'lodash-es';
 import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
@@ -1031,6 +1032,8 @@ export function QueryBuilderProvider({
 		if (isExplorer) {
 			setCalledFromHandleRunQuery(true);
 		}
+		saveRecentQuery(currentQuery);
+
 		const currentQueryData = {
 			...currentQuery,
 			builder: {
--- a/frontend/src/utils/timeUtils.ts
+++ b/frontend/src/utils/timeUtils.ts
@@ -2,6 +2,7 @@ import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
 import dayjs from 'dayjs';
 import customParseFormat from 'dayjs/plugin/customParseFormat';
 import duration from 'dayjs/plugin/duration';
+import relativeTime from 'dayjs/plugin/relativeTime';
 import timezone from 'dayjs/plugin/timezone';
 import utc from 'dayjs/plugin/utc';

@@ -9,6 +10,7 @@ dayjs.extend(utc);
 dayjs.extend(customParseFormat);
 dayjs.extend(duration);
 dayjs.extend(timezone);
+dayjs.extend(relativeTime);

 export function toUTCEpoch(time: number): number {
 	const x = new Date();
--- a/frontend/vite.config.ts
+++ b/frontend/vite.config.ts
@@ -95,7 +95,7 @@ export default defineConfig(({ mode }): UserConfig => {
 				project: env.VITE_SENTRY_PROJECT_ID,
 				// Pin the sourcemap-upload release to the same value injected as
 				// process.env.VERSION so uploaded sourcemaps resolve. Ref: platform-pod#2393
-				release: { name: env.VITE_VERSION },
+				release: { name: env.VITE_VERSION, setCommits: { auto: true } },
 			}),
 		);
 	}
--- a/pkg/apiserver/signozapiserver/tracedetail.go
+++ b/pkg/apiserver/signozapiserver/tracedetail.go
@@ -10,25 +10,6 @@ import (
 )

 func (provider *provider) addTraceDetailRoutes(router *mux.Router) error {
-	if err := router.Handle("/api/v3/traces/{traceID}/waterfall", handler.New(
-		provider.authzMiddleware.ViewAccess(provider.traceDetailHandler.GetWaterfall),
-		handler.OpenAPIDef{
-			ID:                  "GetWaterfall",
-			Tags:                []string{"tracedetail"},
-			Summary:             "Get waterfall view for a trace",
-			Description:         "Returns the waterfall view of spans for a given trace ID with tree structure, metadata, and windowed pagination",
-			Request:             new(spantypes.PostableWaterfall),
-			RequestContentType:  "application/json",
-			Response:            new(spantypes.GettableWaterfallTrace),
-			ResponseContentType: "application/json",
-			SuccessStatusCode:   http.StatusOK,
-			ErrorStatusCodes:    []int{http.StatusBadRequest, http.StatusNotFound},
-			SecuritySchemes:     newSecuritySchemes(types.RoleViewer),
-		},
-	)).Methods(http.MethodPost).GetError(); err != nil {
-		return err
-	}
-
 	if err := router.Handle("/api/v4/traces/{traceID}/waterfall", handler.New(
 		provider.authzMiddleware.ViewAccess(provider.traceDetailHandler.GetWaterfallV4),
 		handler.OpenAPIDef{
--- a/pkg/authn/callbackauthn/googlecallbackauthn/authn.go
+++ b/pkg/authn/callbackauthn/googlecallbackauthn/authn.go
@@ -59,7 +59,7 @@ func (a *AuthN) LoginURL(ctx context.Context, siteURL *url.URL, authDomain *auth
 		return "", err
 	}

-	if authDomain.AuthDomainConfig().AuthNProvider != authtypes.AuthNProviderGoogleAuth {
+	if authDomain.AuthDomainConfig().Provider.Type != authtypes.AuthNProviderGoogleAuth {
 		return "", errors.Newf(errors.TypeInternal, authtypes.ErrCodeAuthDomainMismatch, "domain type is not google")
 	}

@@ -111,7 +111,7 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 		return nil, errors.New(errors.TypeInvalidInput, errors.CodeInvalidInput, "google: no id_token in token response")
 	}

-	verifier := oidcProvider.Verifier(&oidc.Config{ClientID: authDomain.AuthDomainConfig().Google.ClientID})
+	verifier := oidcProvider.Verifier(&oidc.Config{ClientID: authDomain.AuthDomainConfig().Google().ClientID})
 	idToken, err := verifier.Verify(ctx, rawIDToken)
 	if err != nil {
 		a.settings.Logger().ErrorContext(ctx, "google: failed to verify token", errors.Attr(err))
@@ -135,7 +135,7 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 		return nil, errors.Newf(errors.TypeForbidden, errors.CodeForbidden, "google: unexpected hd claim")
 	}

-	if !authDomain.AuthDomainConfig().Google.InsecureSkipEmailVerified {
+	if !authDomain.AuthDomainConfig().Google().InsecureSkipEmailVerified {
 		if !claims.EmailVerified {
 			a.settings.Logger().ErrorContext(ctx, "google: email is not verified", slog.String("email", claims.Email))
 			return nil, errors.Newf(errors.TypeForbidden, errors.CodeForbidden, "google: email is not verified")
@@ -148,14 +148,14 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 	}

 	var groups []string
-	if authDomain.AuthDomainConfig().Google.FetchGroups {
-		groups, err = a.fetchGoogleWorkspaceGroups(ctx, claims.Email, authDomain.AuthDomainConfig().Google)
+	if authDomain.AuthDomainConfig().Google().FetchGroups {
+		groups, err = a.fetchGoogleWorkspaceGroups(ctx, claims.Email, authDomain.AuthDomainConfig().Google())
 		if err != nil {
 			a.settings.Logger().ErrorContext(ctx, "google: could not fetch groups", errors.Attr(err))
 			return nil, errors.Newf(errors.TypeInternal, errors.CodeInternal, "google: could not fetch groups").WithAdditional(err.Error())
 		}

-		allowedGroups := authDomain.AuthDomainConfig().Google.AllowedGroups
+		allowedGroups := authDomain.AuthDomainConfig().Google().AllowedGroups
 		if len(allowedGroups) > 0 {
 			groups = filterGroups(groups, allowedGroups)
 			if len(groups) == 0 {
@@ -175,8 +175,8 @@ func (a *AuthN) ProviderInfo(ctx context.Context, authDomain *authtypes.AuthDoma

 func (a *AuthN) oauth2Config(siteURL *url.URL, authDomain *authtypes.AuthDomain, provider *oidc.Provider) *oauth2.Config {
 	return &oauth2.Config{
-		ClientID:     authDomain.AuthDomainConfig().Google.ClientID,
-		ClientSecret: authDomain.AuthDomainConfig().Google.ClientSecret,
+		ClientID:     authDomain.AuthDomainConfig().Google().ClientID,
+		ClientSecret: authDomain.AuthDomainConfig().Google().ClientSecret,
 		Endpoint:     provider.Endpoint(),
 		Scopes:       scopes,
 		RedirectURL: (&url.URL{
--- a/pkg/modules/authdomain/implauthdomain/handler.go
+++ b/pkg/modules/authdomain/implauthdomain/handler.go
@@ -38,7 +38,7 @@ func (handler *handler) Create(rw http.ResponseWriter, req *http.Request) {
 		return
 	}

-	authDomain, err := authtypes.NewAuthDomainFromConfig(body.Name, &body.Config, valuer.MustNewUUID(claims.OrgID))
+	authDomain, err := authtypes.NewAuthDomainFromConfig(body.Name, &body.AuthDomainConfig, valuer.MustNewUUID(claims.OrgID))
 	if err != nil {
 		render.Error(rw, err)
 		return
@@ -154,7 +154,7 @@ func (handler *handler) Update(rw http.ResponseWriter, r *http.Request) {
 		return
 	}

-	err = authDomain.Update(&body.Config)
+	err = authDomain.Update(&body.AuthDomainConfig)
 	if err != nil {
 		render.Error(rw, err)
 		return
--- a/pkg/modules/authdomain/implauthdomain/module.go
+++ b/pkg/modules/authdomain/implauthdomain/module.go
@@ -27,7 +27,7 @@ func (module *module) Get(ctx context.Context, id valuer.UUID) (*authtypes.AuthD
 }

 func (module *module) GetAuthNProviderInfo(ctx context.Context, domain *authtypes.AuthDomain) *authtypes.AuthNProviderInfo {
-	if callbackAuthN, ok := module.authNs[domain.AuthDomainConfig().AuthNProvider].(authn.CallbackAuthN); ok {
+	if callbackAuthN, ok := module.authNs[domain.AuthDomainConfig().Provider.Type].(authn.CallbackAuthN); ok {
 		return callbackAuthN.ProviderInfo(ctx, domain)
 	}
 	return &authtypes.AuthNProviderInfo{}
@@ -62,7 +62,7 @@ func (module *module) Collect(ctx context.Context, orgID valuer.UUID) (map[strin
 	stats := make(map[string]any)

 	for _, domain := range domains {
-		key := "authdomain." + domain.AuthDomainConfig().AuthNProvider.StringValue() + ".count"
+		key := "authdomain." + domain.AuthDomainConfig().Provider.Type.StringValue() + ".count"
 		if value, ok := stats[key]; ok {
 			stats[key] = value.(int64) + 1
 		} else {
--- a/pkg/modules/cloudintegration/config.go
+++ b/pkg/modules/cloudintegration/config.go
@@ -22,7 +22,7 @@ func newConfig() factory.Config {
 		Agent: AgentConfig{
 			// we will maintain the latest version of cloud integration agent from here,
 			// till we automate it externally or figure out a way to validate it.
-			Version: "v0.0.10",
+			Version: "v0.0.11",
 		},
 	}
 }
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/assets/dashboards/overview.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/assets/dashboards/overview.json
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/icon.svg
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/icon.svg
@@ -0,0 +1 @@
+<svg id="uuid-c6c3f75e-5369-448e-b895-3f99fb11bebe" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 18 18"><path d="M7.456.608c-.902-.411-1.909-.559-2.898-.417.053.041.086.107.082.179l-.082,1.405c.879-.183,1.827-.043,2.65.469.338.21.639.474.892.781,0,0,.024.027.061.069.091.104.26.299.334.402.006.031-.004.062-.026.084-.001.001-.002.002-.003.004l-.052.048-.765.681c-.039.035-.042.095-.007.134.017.019.04.03.065.031l1.107.065,1.402.082c.072.004.138-.029.179-.083.025-.033.041-.073.044-.117l.147-2.513c.003-.052-.037-.097-.089-.1-.025-.001-.049.007-.068.024l-.764.682v.003c-.106-.164-.22-.319-.34-.467-.516-.636-1.159-1.122-1.869-1.445Z" fill="#0078d4"/><path d="M4.441.147L1.932,0c-.052-.003-.097.037-.1.09-.001.025.007.049.024.068l.681.766h.003c-.159.104-.311.214-.455.331-.629.509-1.111,1.143-1.436,1.842-.424.913-.578,1.937-.434,2.942.041-.053.107-.086.179-.082l1.402.082c-.183-.881-.043-1.83.468-2.655.209-.338.473-.64.78-.893,0,0,.029-.026.072-.064.104-.092.297-.259.399-.332.031-.006.062.004.084.026.001.001.002.002.003.003l.048.052.679.766c.035.039.095.042.134.008.019-.017.03-.04.031-.065l.064-1.109.082-1.405c.004-.072-.029-.138-.082-.179-.033-.025-.073-.041-.117-.044Z" fill="#46a0de"/><path d="M10.411,5.611c.025-.363.013-.73-.039-1.095-.041.053-.107.086-.179.082l-1.402-.082c.038.186.062.374.071.564l1.55.53Z" fill="#155ea1"/><path d="M3.576,9.604l.271-.049,1.845-.343c-.095-.084-.155-.206-.155-.34v-.025c-.733.051-1.487-.119-2.159-.536-.338-.21-.639-.474-.892-.781,0,0-.024-.027-.061-.069-.091-.104-.26-.299-.334-.402-.006-.031.004-.062.026-.084.001-.001.002-.002.003-.004l.052-.048.765-.681c.039-.035.042-.095.007-.134-.017-.019-.04-.03-.065-.031l-1.107-.065-1.402-.082c-.072-.004-.138.029-.179.083-.025.033-.041.073-.044.117L0,8.645c-.003.052.037.097.089.1.025.001.049-.007.068-.024l.764-.682v-.003c.106.164.22.319.34.467.516.636,1.159,1.122,1.869,1.445.026.012.053.021.08.033.029-.188.173-.342.365-.376Z" fill="#8dc8e8"/><g><polygon points="8.241 5.343 5.968 5.765 5.968 8.87 8.241 9.355 10.522 8.44 10.522 6.123 8.241 5.343" fill="#8661c5"/><path d="M8.328,9.307l2.082-.844c.048-.019.084-.061.095-.111v-2.102c-.004-.064-.044-.119-.103-.143l-2.106-.716h-.095l-2.066.382c-.066.017-.114.075-.119.143v2.81c-.002.073.048.136.119.151l2.09.438c.035.004.07.002.103-.008Z" fill="none"/><path d="M5.968,5.765v3.105l2.297.486v-3.98l-2.297.39ZM6.938,8.631l-.644-.127v-2.388l.644-.103v2.619ZM7.939,8.814l-.739-.119v-2.73l.739-.127v2.977Z" fill="#56407f"/><polygon points="13.16 5.383 10.887 5.805 10.887 8.909 13.16 9.395 15.433 8.471 15.433 6.163 13.16 5.383" fill="#8661c5"/><path d="M10.887,5.805v3.105l2.281.486v-3.98l-2.281.39ZM11.849,8.67l-.644-.127v-2.388l.644-.103v2.619ZM12.85,8.854l-.739-.119v-2.73l.739-.135v2.985Z" fill="#56407f"/><polygon points="5.912 9.626 3.639 10.048 3.639 13.152 5.912 13.638 8.193 12.722 8.193 10.406 5.912 9.626" fill="#8661c5"/><path d="M3.632,10.048v3.081l2.297.486v-3.98l-2.297.414ZM4.593,12.921l-.644-.135v-2.388l.644-.111v2.635ZM5.602,13.128l-.739-.119v-2.762l.739-.127v3.009Z" fill="#56407f"/><polygon points="10.816 9.594 8.543 10.016 8.543 13.12 10.816 13.614 13.089 12.69 13.089 10.374 10.816 9.594" fill="#8661c5"/><path d="M8.543,10.016v3.112l2.289.486v-3.98l-2.289.382ZM9.504,12.889l-.644-.135v-2.388l.644-.111v2.635ZM10.506,13.065l-.739-.119v-2.73l.739-.127v2.977Z" fill="#56407f"/><polygon points="15.719 9.634 13.446 10.056 13.446 13.16 15.719 13.646 18 12.73 18 10.414 15.719 9.634" fill="#8661c5"/><path d="M13.446,10.056v3.073l2.297.486v-3.98l-2.297.422ZM14.416,12.929l-.644-.135v-2.388l.644-.111v2.635ZM15.417,13.104l-.739-.119v-2.73l.739-.127v2.977Z" fill="#56407f"/><polygon points="8.185 13.956 5.912 14.37 5.912 17.475 8.185 17.968 10.466 17.045 10.466 14.736 8.185 13.956" fill="#8661c5"/><path d="M8.273,17.904l2.074-.796c.06-.021.099-.08.095-.143v-2.07c.012-.076-.031-.149-.103-.175l-2.098-.716c-.031-.012-.065-.012-.095,0l-2.066.374c-.074.012-.128.076-.127.151v2.818c-.002.073.048.136.119.151l2.09.406c.036.012.075.012.111,0Z" fill="none"/><path d="M5.912,14.37v3.105l2.297.494v-4.044l-2.297.446ZM6.882,17.244l-.644-.135v-2.388l.644-.111v2.635ZM7.883,17.427l-.739-.119v-2.738l.739-.127v2.985Z" fill="#56407f"/><polygon points="13.097 13.988 10.824 14.41 10.824 17.514 13.097 18 15.377 17.085 15.377 14.768 13.097 13.988" fill="#8661c5"/><path d="M10.824,14.41v3.105l2.297.486v-3.98l-2.297.39ZM11.793,17.284l-.644-.135v-2.388l.644-.111v2.635ZM12.795,17.459l-.739-.119v-2.73l.739-.127v2.977Z" fill="#56407f"/></g></svg>
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/integration.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/integration.json
@@ -0,0 +1,293 @@
+{
+  "id": "aks",
+  "title": "Azure Kubernetes Service (AKS)",
+  "icon": "file://icon.svg",
+  "overview": "file://overview.md",
+  "supportedSignals": {
+    "metrics": true,
+    "logs": true
+  },
+  "dataCollected": {
+    "metrics": [
+      {
+        "name": "azure_kube_pod_status_ready_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_pod_status_ready_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_pod_status_phase_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_pod_status_phase_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_node_status_condition_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_node_status_condition_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_cpu_usage_millicores_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_cpu_usage_millicores_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_cpu_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_cpu_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_disk_usage_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_disk_usage_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_disk_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_disk_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_rss_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_rss_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_rss_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_rss_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_working_set_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_working_set_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_working_set_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_memory_working_set_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_network_in_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_network_in_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_network_out_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_node_network_out_bytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_apiserver_current_inflight_requests_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_apiserver_current_inflight_requests_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_apiserver_cpu_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_apiserver_cpu_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_apiserver_memory_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_apiserver_memory_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_etcd_cpu_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_etcd_cpu_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_etcd_database_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_etcd_database_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_etcd_memory_usage_percentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_etcd_memory_usage_percentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_node_status_allocatable_cpu_cores_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_node_status_allocatable_cpu_cores_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_node_status_allocatable_memory_bytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_kube_node_status_allocatable_memory_bytes_total",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      }
+    ],
+    "logs": [
+      {
+        "name": "Resource ID",
+        "path": "resources.azure.resource.id",
+        "type": "string"
+      }
+    ]
+  },
+  "telemetryCollectionStrategy": {
+    "azure": {
+      "resourceProvider": "Microsoft.ContainerService",
+      "resourceType": "managedClusters",
+      "metrics": {},
+      "logs": {
+        "categoryGroups": ["allLogs"]
+      }
+    }
+  },
+  "assets": {
+    "dashboards": [
+      {
+        "id": "overview",
+        "title": "Azure Kubernetes Service (AKS) Overview",
+        "description": "Overview of Azure Kubernetes Service (AKS) metrics",
+        "definition": "file://assets/dashboards/overview.json"
+      }
+    ]
+  }
+}
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/overview.md
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/aks/overview.md
@@ -0,0 +1,5 @@
+### Monitor Azure Kubernetes Service (AKS) with SigNoz
+
+Collect key AKS metrics and view them with an out of the box dashboard.
+
+Note: This integration is only for AKS with resource type `Microsoft.ContainerService/managedClusters`.
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/assets/dashboards/overview.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/assets/dashboards/overview.json
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/icon.svg
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/icon.svg
@@ -0,0 +1 @@
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--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/integration.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/integration.json
@@ -0,0 +1,272 @@
+{
+  "id": "appservice",
+  "title": "App Services",
+  "icon": "file://icon.svg",
+  "overview": "file://overview.md",
+  "supportedSignals": {
+    "metrics": true,
+    "logs": true
+  },
+  "dataCollected": {
+    "metrics": [
+      {
+        "name": "azure_averagememoryworkingset_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_bytesreceived_total",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_bytessent_total",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_backendrequestcount_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cputime_count",
+        "unit": "Milliseconds",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cputime_total",
+        "unit": "Milliseconds",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cputime_minimum",
+        "unit": "Milliseconds",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cputime_maximum",
+        "unit": "Milliseconds",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_currentassemblies_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_filesystemusage_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_gen0collections_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_ge10collections_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_gen2collections_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_handles_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_healthcheckstatus_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_http101_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http2xx_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http3xx_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http401_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http403_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http404_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http406_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http4xx_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_http5xx_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+
+      {
+        "name": "azure_httpresponsetime_average",
+        "unit": "Milliseconds",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_iootherbytespersecond_total",
+        "unit": "BytesPerSecond",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_iootheroperationspersecond_total",
+        "unit": "BytesPerSecond",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_ioreadbytespersecond_total",
+        "unit": "BytesPerSecond",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_ioreadoperationspersecond_total",
+        "unit": "BytesPerSecond",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_iowritebytespersecond_total",
+        "unit": "BytesPerSecond",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_iowriteoperationspersecond_total",
+        "unit": "BytesPerSecond",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_privatebytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_requests_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_requestsinapplicationqueue_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_thread_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_totalappdomains_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_totalappdomainsunloaded_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      }
+    ],
+    "logs": [
+      {
+        "name": "Resource ID",
+        "path": "resources.azure.resource.id",
+        "type": "string"
+      }
+    ]
+  },
+  "telemetryCollectionStrategy": {
+    "azure": {
+      "resourceProvider": "Microsoft.Web",
+      "resourceType": "sites",
+      "metrics": {},
+      "logs": {
+        "categoryGroups": ["allLogs"]
+      }
+    }
+  },
+  "assets": {
+    "dashboards": [
+      {
+        "id": "overview",
+        "title": "App Services Overview",
+        "description": "Overview of App Services metrics",
+        "definition": "file://assets/dashboards/overview.json"
+      }
+    ]
+  }
+}
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/overview.md
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/appservice/overview.md
@@ -0,0 +1,5 @@
+### Monitor Azure App Services with SigNoz
+
+Collect key App Services metrics and view them with an out of the box dashboard.
+
+Note: This integration DO NOT collect metrics for any database that was setup with your App Service (if any).
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/assets/dashboards/overview.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/assets/dashboards/overview.json
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/icon.svg
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/icon.svg
@@ -0,0 +1 @@
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--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/integration.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/integration.json
@@ -0,0 +1,263 @@
+{
+  "id": "containerapp",
+  "title": "Container App",
+  "icon": "file://icon.svg",
+  "overview": "file://overview.md",
+  "supportedSignals": {
+    "metrics": true,
+    "logs": true
+  },
+  "dataCollected": {
+    "metrics": [
+      {
+        "name": "azure_rxbytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_rxbytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_rxbytes_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_rxbytes_total",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_txbytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_txbytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_txbytes_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_txbytes_total",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_restartcount_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_restartcount_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_restartcount_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_restartcount_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_replicas_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_replicas_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_replicas_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_replicas_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cpupercentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cpupercentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cpupercentage_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_cpupercentage_total",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_memorypercentage_average",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_memorypercentage_maximum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_memorypercentage_minimum",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_memorypercentage_total",
+        "unit": "Percent",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_usagenanocores_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_usagenanocores_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_usagenanocores_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_usagenanocores_total",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_workingsetbytes_average",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_workingsetbytes_maximum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_workingsetbytes_minimum",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_workingsetbytes_total",
+        "unit": "Bytes",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_coresquotaused_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_coresquotaused_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_totalcoresquotaused_average",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_totalcoresquotaused_maximum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      },
+      {
+        "name": "azure_totalcoresquotaused_minimum",
+        "unit": "Count",
+        "type": "Gauge",
+        "description": ""
+      }
+    ],
+    "logs": [
+      {
+        "name": "Resource ID",
+        "path": "resources.azure.resource.id",
+        "type": "string"
+      }
+    ]
+  },
+  "telemetryCollectionStrategy": {
+    "azure": {
+      "resourceProvider": "Microsoft.App",
+      "resourceType": "containerApps",
+      "metrics": {},
+      "logs": {
+        "categoryGroups": ["ContainerAppConsoleLogs", "ContainerAppSystemLogs"]
+      }
+    }
+  },
+  "assets": {
+    "dashboards": [
+      {
+        "id": "overview",
+        "title": "Container App Overview",
+        "description": "Overview of Container App metrics",
+        "definition": "file://assets/dashboards/overview.json"
+      }
+    ]
+  }
+}
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/overview.md
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/containerapp/overview.md
@@ -0,0 +1,7 @@
+### Monitor Container Apps with SigNoz
+
+Collect key Container App metrics and view them with an out of the box dashboard.
+
+To collect logs, you need to make sure that you have chosen "Azure Monitor" as the logging option for Container's App Environment.
+
+Note: This integration ingests logs for only "ContainerAppConsoleLogs" and "ContainerAppSystemLogs" diagnostic settings categories.
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/assets/dashboards/overview.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/assets/dashboards/overview.json
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/icon.svg
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/icon.svg
@@ -0,0 +1 @@
+<svg id="fd454f1c-5506-44b8-874e-8814b8b2f70b" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 18 18"><defs><linearGradient id="f34d9569-2bd0-4002-8f16-3d01d8106cb5" x1="8.88" y1="12.21" x2="8.88" y2="0.21" gradientUnits="userSpaceOnUse"><stop offset="0" stop-color="#0078d4"/><stop offset="0.82" stop-color="#5ea0ef"/></linearGradient><linearGradient id="bdb45a0b-eb58-4970-a60a-fb2ce314f866" x1="8.88" y1="16.84" x2="8.88" y2="12.21" gradientUnits="userSpaceOnUse"><stop offset="0.15" stop-color="#ccc"/><stop offset="1" stop-color="#707070"/></linearGradient></defs><title>Icon-compute-21</title><rect x="-0.12" y="0.21" width="18" height="12" rx="0.6" fill="url(#f34d9569-2bd0-4002-8f16-3d01d8106cb5)"/><polygon points="11.88 4.46 11.88 7.95 8.88 9.71 8.88 6.21 11.88 4.46" fill="#50e6ff"/><polygon points="11.88 4.46 8.88 6.22 5.88 4.46 8.88 2.71 11.88 4.46" fill="#c3f1ff"/><polygon points="8.88 6.22 8.88 9.71 5.88 7.95 5.88 4.46 8.88 6.22" fill="#9cebff"/><polygon points="5.88 7.95 8.88 6.21 8.88 9.71 5.88 7.95" fill="#c3f1ff"/><polygon points="11.88 7.95 8.88 6.21 8.88 9.71 11.88 7.95" fill="#9cebff"/><path d="M12.49,15.84c-1.78-.28-1.85-1.56-1.85-3.63H7.11c0,2.07-.06,3.35-1.84,3.63a1,1,0,0,0-.89,1h9A1,1,0,0,0,12.49,15.84Z" fill="url(#bdb45a0b-eb58-4970-a60a-fb2ce314f866)"/></svg>
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/integration.json
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/integration.json
--- a/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/overview.md
+++ b/pkg/modules/cloudintegration/implcloudintegration/fs/definitions/azure/virtualmachine/overview.md
@@ -0,0 +1,3 @@
+### Monitor Azure Virtual Machines with SigNoz
+
+Collect key Virtual Machines metrics and view them with an out of the box dashboard.
--- a/Show More
+++ b/Show More
				`@@ -0,0 +1 @@`
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