fix: handle default columns in logs and traces explorer (#9722 )

* fix: handle default columns in logs and traces explorer * fix: filter out selected columns based on signal in logs and traces explorer
chore(metrics-explorer): API for the dashboards with metric_name (#9638 )
2025-12-16 13:32:18 +05:30 · 2025-12-16 12:08:00 +05:30 · 2025-12-15 17:48:30 +05:30 · 2025-12-15 14:59:30 +05:30 · 2025-12-15 14:34:39 +05:30 · 2025-12-15 08:41:00 +05:30
544 changed files with 78606 additions and 52271 deletions
--- a/.devenv/docker/clickhouse/compose.yaml
+++ b/.devenv/docker/clickhouse/compose.yaml
@@ -42,7 +42,7 @@ services:
      timeout: 5s
      retries: 3
  schema-migrator-sync:
-    image: signoz/signoz-schema-migrator:v0.129.8
+    image: signoz/signoz-schema-migrator:v0.129.12
    container_name: schema-migrator-sync
    command:
      - sync
@@ -55,7 +55,7 @@ services:
        condition: service_healthy
    restart: on-failure
  schema-migrator-async:
-    image: signoz/signoz-schema-migrator:v0.129.8
+    image: signoz/signoz-schema-migrator:v0.129.12
    container_name: schema-migrator-async
    command:
      - async
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -3,46 +3,10 @@
 # that they own.

 /frontend/ @YounixM @aks07
-/frontend/src/container/MetricsApplication @srikanthccv
-/frontend/src/container/NewWidget/RightContainer/types.ts @srikanthccv

-# Dashboard, Alert, Metrics, Service Map, Services
-/frontend/src/container/ListOfDashboard/ @srikanthccv
-/frontend/src/container/NewDashboard/ @srikanthccv
-/frontend/src/pages/DashboardsListPage/ @srikanthccv
-/frontend/src/pages/DashboardWidget/ @srikanthccv
-/frontend/src/pages/NewDashboard/ @srikanthccv
-/frontend/src/providers/Dashboard/ @srikanthccv
-
-# Alerts
-/frontend/src/container/AlertHistory/ @srikanthccv
-/frontend/src/container/AllAlertChannels/ @srikanthccv
-/frontend/src/container/AnomalyAlertEvaluationView/ @srikanthccv
-/frontend/src/container/CreateAlertChannels/ @srikanthccv
-/frontend/src/container/CreateAlertRule/ @srikanthccv
-/frontend/src/container/EditAlertChannels/ @srikanthccv
-/frontend/src/container/FormAlertChannels/ @srikanthccv
-/frontend/src/container/FormAlertRules/ @srikanthccv
-/frontend/src/container/ListAlertRules/ @srikanthccv
-/frontend/src/container/TriggeredAlerts/ @srikanthccv
-/frontend/src/pages/AlertChannelCreate/ @srikanthccv
-/frontend/src/pages/AlertDetails/ @srikanthccv
-/frontend/src/pages/AlertHistory/ @srikanthccv
-/frontend/src/pages/AlertList/ @srikanthccv
-/frontend/src/pages/CreateAlert/ @srikanthccv
-/frontend/src/providers/Alert.tsx @srikanthccv
-
-# Metrics
-/frontend/src/container/MetricsExplorer/ @srikanthccv
-/frontend/src/pages/MetricsApplication/ @srikanthccv
-/frontend/src/pages/MetricsExplorer/ @srikanthccv
-
-# Services and Service Map
-/frontend/src/container/ServiceApplication/ @srikanthccv
-/frontend/src/container/ServiceTable/ @srikanthccv
-/frontend/src/pages/Services/ @srikanthccv
-/frontend/src/pages/ServiceTopLevelOperations/ @srikanthccv
-/frontend/src/container/Home/Services/ @srikanthccv
+# Onboarding
+/frontend/src/container/OnboardingV2Container/onboarding-configs/onboarding-config-with-links.json @makeavish
+/frontend/src/container/OnboardingV2Container/AddDataSource/AddDataSource.tsx @makeavish

 /deploy/ @SigNoz/devops
 .github @SigNoz/devops
--- a/.github/workflows/build-enterprise.yaml
+++ b/.github/workflows/build-enterprise.yaml
@@ -69,6 +69,7 @@ jobs:
          echo 'POSTHOG_KEY="${{ secrets.POSTHOG_KEY }}"' >> frontend/.env
          echo 'PYLON_APP_ID="${{ secrets.PYLON_APP_ID }}"' >> frontend/.env
          echo 'APPCUES_APP_ID="${{ secrets.APPCUES_APP_ID }}"' >> frontend/.env
+          echo 'PYLON_IDENTITY_SECRET="${{ secrets.PYLON_IDENTITY_SECRET }}"' >> frontend/.env
      - name: cache-dotenv
        uses: actions/cache@v4
        with:
--- a/.github/workflows/build-staging.yaml
+++ b/.github/workflows/build-staging.yaml
@@ -68,6 +68,7 @@ jobs:
          echo 'TUNNEL_DOMAIN="${{ secrets.NP_TUNNEL_DOMAIN }}"' >> frontend/.env
          echo 'PYLON_APP_ID="${{ secrets.NP_PYLON_APP_ID }}"' >> frontend/.env
          echo 'APPCUES_APP_ID="${{ secrets.NP_APPCUES_APP_ID }}"' >> frontend/.env
+          echo 'PYLON_IDENTITY_SECRET="${{ secrets.NP_PYLON_IDENTITY_SECRET }}"' >> frontend/.env
      - name: cache-dotenv
        uses: actions/cache@v4
        with:
--- a/.github/workflows/goci.yaml
+++ b/.github/workflows/goci.yaml
@@ -73,3 +73,19 @@ jobs:
        shell: bash
        run: |
          make docker-build-enterprise
+  openapi:
+    if: |
+      (github.event_name == 'pull_request' && ! github.event.pull_request.head.repo.fork && github.event.pull_request.user.login != 'dependabot[bot]' && ! contains(github.event.pull_request.labels.*.name, 'safe-to-test')) ||
+      (github.event_name == 'pull_request_target' && contains(github.event.pull_request.labels.*.name, 'safe-to-test'))
+    runs-on: ubuntu-latest
+    steps:
+      - name: self-checkout
+        uses: actions/checkout@v4
+      - name: go-install
+        uses: actions/setup-go@v5
+        with:
+          go-version: "1.24"
+      - name: generate-openapi
+        run: |
+          go run cmd/enterprise/*.go generate openapi
+          git diff --compact-summary --exit-code || (echo; echo "Unexpected difference in openapi spec. Run go run cmd/enterprise/*.go generate openapi locally and commit."; exit 1)
--- a/.github/workflows/gor-signoz.yaml
+++ b/.github/workflows/gor-signoz.yaml
@@ -35,6 +35,7 @@ jobs:
          echo 'POSTHOG_KEY="${{ secrets.POSTHOG_KEY }}"' >> .env
          echo 'PYLON_APP_ID="${{ secrets.PYLON_APP_ID }}"' >> .env
          echo 'APPCUES_APP_ID="${{ secrets.APPCUES_APP_ID }}"' >> .env
+          echo 'PYLON_IDENTITY_SECRET="${{ secrets.PYLON_IDENTITY_SECRET }}"' >> .env
      - name: build-frontend
        run:  make js-build
      - name: upload-frontend-artifact
--- a/.github/workflows/integrationci.yaml
+++ b/.github/workflows/integrationci.yaml
@@ -18,6 +18,7 @@ jobs:
          - passwordauthn
          - callbackauthn
          - cloudintegrations
+          - dashboard
          - querier
          - ttl
        sqlstore-provider:
--- a/12
+++ b/12
@@ -84,10 +84,9 @@ go-run-enterprise: ## Runs the enterprise go backend server
 	SIGNOZ_ALERTMANAGER_PROVIDER=signoz \
 	SIGNOZ_TELEMETRYSTORE_PROVIDER=clickhouse \
 	SIGNOZ_TELEMETRYSTORE_CLICKHOUSE_DSN=tcp://127.0.0.1:9000 \
+	SIGNOZ_TELEMETRYSTORE_CLICKHOUSE_CLUSTER=cluster \
 	go run -race \
-		$(GO_BUILD_CONTEXT_ENTERPRISE)/*.go \
-		--config ./conf/prometheus.yml \
-		--cluster cluster
+		$(GO_BUILD_CONTEXT_ENTERPRISE)/*.go server

 .PHONY: go-test
 go-test: ## Runs go unit tests
@@ -102,10 +101,9 @@ go-run-community: ## Runs the community go backend server
 	SIGNOZ_ALERTMANAGER_PROVIDER=signoz \
 	SIGNOZ_TELEMETRYSTORE_PROVIDER=clickhouse \
 	SIGNOZ_TELEMETRYSTORE_CLICKHOUSE_DSN=tcp://127.0.0.1:9000 \
+	SIGNOZ_TELEMETRYSTORE_CLICKHOUSE_CLUSTER=cluster \
 	go run -race \
-		$(GO_BUILD_CONTEXT_COMMUNITY)/*.go server \
-		--config ./conf/prometheus.yml \
-		--cluster cluster
+		$(GO_BUILD_CONTEXT_COMMUNITY)/*.go server

 .PHONY: go-build-community $(GO_BUILD_ARCHS_COMMUNITY)
 go-build-community: ## Builds the go backend server for community
@@ -208,4 +206,4 @@ py-lint: ## Run lint for integration tests

 .PHONY: py-test
 py-test: ## Runs integration tests
-	@cd tests/integration && poetry run pytest --basetemp=./tmp/ -vv --capture=no src/
+	@cd tests/integration && poetry run pytest --basetemp=./tmp/ -vv --capture=no src/
--- a/cmd/community/main.go
+++ b/cmd/community/main.go
@@ -13,6 +13,7 @@ func main() {

 	// register a list of commands to the root command
 	registerServer(cmd.RootCmd, logger)
+	cmd.RegisterGenerate(cmd.RootCmd, logger)

 	cmd.Execute(logger)
 }
--- a/cmd/community/server.go
+++ b/cmd/community/server.go
@@ -5,9 +5,12 @@ import (
 	"log/slog"

 	"github.com/SigNoz/signoz/cmd"
+	"github.com/SigNoz/signoz/ee/authz/openfgaauthz"
+	"github.com/SigNoz/signoz/ee/authz/openfgaschema"
 	"github.com/SigNoz/signoz/ee/sqlstore/postgressqlstore"
 	"github.com/SigNoz/signoz/pkg/analytics"
 	"github.com/SigNoz/signoz/pkg/authn"
+	"github.com/SigNoz/signoz/pkg/authz"
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/licensing"
 	"github.com/SigNoz/signoz/pkg/licensing/nooplicensing"
@@ -76,6 +79,9 @@ func runServer(ctx context.Context, config signoz.Config, logger *slog.Logger) e
 		func(ctx context.Context, providerSettings factory.ProviderSettings, store authtypes.AuthNStore, licensing licensing.Licensing) (map[authtypes.AuthNProvider]authn.AuthN, error) {
 			return signoz.NewAuthNs(ctx, providerSettings, store, licensing)
 		},
+		func(ctx context.Context, sqlstore sqlstore.SQLStore) factory.ProviderFactory[authz.AuthZ, authz.Config] {
+			return openfgaauthz.NewProviderFactory(sqlstore, openfgaschema.NewSchema().Get(ctx))
+		},
 	)
 	if err != nil {
 		logger.ErrorContext(ctx, "failed to create signoz", "error", err)
--- a/cmd/enterprise/main.go
+++ b/cmd/enterprise/main.go
@@ -13,6 +13,7 @@ func main() {

 	// register a list of commands to the root command
 	registerServer(cmd.RootCmd, logger)
+	cmd.RegisterGenerate(cmd.RootCmd, logger)

 	cmd.Execute(logger)
 }
--- a/cmd/enterprise/server.go
+++ b/cmd/enterprise/server.go
@@ -8,6 +8,8 @@ import (
 	"github.com/SigNoz/signoz/cmd"
 	"github.com/SigNoz/signoz/ee/authn/callbackauthn/oidccallbackauthn"
 	"github.com/SigNoz/signoz/ee/authn/callbackauthn/samlcallbackauthn"
+	"github.com/SigNoz/signoz/ee/authz/openfgaauthz"
+	"github.com/SigNoz/signoz/ee/authz/openfgaschema"
 	enterpriselicensing "github.com/SigNoz/signoz/ee/licensing"
 	"github.com/SigNoz/signoz/ee/licensing/httplicensing"
 	enterpriseapp "github.com/SigNoz/signoz/ee/query-service/app"
@@ -17,6 +19,7 @@ import (
 	"github.com/SigNoz/signoz/ee/zeus/httpzeus"
 	"github.com/SigNoz/signoz/pkg/analytics"
 	"github.com/SigNoz/signoz/pkg/authn"
+	"github.com/SigNoz/signoz/pkg/authz"
 	"github.com/SigNoz/signoz/pkg/factory"
 	"github.com/SigNoz/signoz/pkg/licensing"
 	"github.com/SigNoz/signoz/pkg/modules/organization"
@@ -105,6 +108,9 @@ func runServer(ctx context.Context, config signoz.Config, logger *slog.Logger) e

 			return authNs, nil
 		},
+		func(ctx context.Context, sqlstore sqlstore.SQLStore) factory.ProviderFactory[authz.AuthZ, authz.Config] {
+			return openfgaauthz.NewProviderFactory(sqlstore, openfgaschema.NewSchema().Get(ctx))
+		},
 	)
 	if err != nil {
 		logger.ErrorContext(ctx, "failed to create signoz", "error", err)
--- a/cmd/generate.go
+++ b/cmd/generate.go
@@ -0,0 +1,21 @@
+package cmd
+
+import (
+	"log/slog"
+
+	"github.com/spf13/cobra"
+)
+
+func RegisterGenerate(parentCmd *cobra.Command, logger *slog.Logger) {
+	var generateCmd = &cobra.Command{
+		Use:               "generate",
+		Short:             "Generate artifacts",
+		SilenceUsage:      true,
+		SilenceErrors:     true,
+		CompletionOptions: cobra.CompletionOptions{DisableDefaultCmd: true},
+	}
+
+	registerGenerateOpenAPI(generateCmd)
+
+	parentCmd.AddCommand(generateCmd)
+}
--- a/cmd/openapi.go
+++ b/cmd/openapi.go
@@ -0,0 +1,41 @@
+package cmd
+
+import (
+	"context"
+	"log/slog"
+
+	"github.com/SigNoz/signoz/pkg/instrumentation"
+	"github.com/SigNoz/signoz/pkg/signoz"
+	"github.com/SigNoz/signoz/pkg/version"
+	"github.com/spf13/cobra"
+)
+
+func registerGenerateOpenAPI(parentCmd *cobra.Command) {
+	openapiCmd := &cobra.Command{
+		Use:   "openapi",
+		Short: "Generate OpenAPI schema for SigNoz",
+		RunE: func(currCmd *cobra.Command, args []string) error {
+			return runGenerateOpenAPI(currCmd.Context())
+		},
+	}
+
+	parentCmd.AddCommand(openapiCmd)
+}
+
+func runGenerateOpenAPI(ctx context.Context) error {
+	instrumentation, err := instrumentation.New(ctx, instrumentation.Config{Logs: instrumentation.LogsConfig{Level: slog.LevelInfo}}, version.Info, "signoz")
+	if err != nil {
+		return err
+	}
+
+	openapi, err := signoz.NewOpenAPI(ctx, instrumentation)
+	if err != nil {
+		return err
+	}
+
+	if err := openapi.CreateAndWrite("docs/api/openapi.yml"); err != nil {
+		return err
+	}
+
+	return nil
+}
--- a/conf/example.yaml
+++ b/conf/example.yaml
@@ -47,10 +47,10 @@ cache:
  provider: memory
  # memory: Uses in-memory caching.
  memory:
-    # Time-to-live for cache entries in memory. Specify the duration in ns
-    ttl: 60000000000
-    # The interval at which the cache will be cleaned up
-    cleanup_interval: 1m
+    # Max items for the in-memory cache (10x the entries)
+    num_counters: 100000
+    # Total cost in bytes allocated bounded cache
+    max_cost: 67108864
  # redis: Uses Redis as the caching backend.
  redis:
    # The hostname or IP address of the Redis server.
--- a/deploy/docker-swarm/docker-compose.ha.yaml
+++ b/deploy/docker-swarm/docker-compose.ha.yaml
@@ -176,7 +176,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:v0.100.1
+    image: signoz/signoz:v0.104.0
    command:
      - --config=/root/config/prometheus.yml
    ports:
@@ -209,7 +209,7 @@ services:
      retries: 3
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:v0.129.8
+    image: signoz/signoz-otel-collector:v0.129.12
    command:
      - --config=/etc/otel-collector-config.yaml
      - --manager-config=/etc/manager-config.yaml
@@ -233,7 +233,7 @@ services:
      - signoz
  schema-migrator:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:v0.129.8
+    image: signoz/signoz-schema-migrator:v0.129.12
    deploy:
      restart_policy:
        condition: on-failure
--- 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:v0.100.1
+    image: signoz/signoz:v0.104.0
    command:
      - --config=/root/config/prometheus.yml
    ports:
@@ -150,7 +150,7 @@ services:
      retries: 3
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:v0.129.8
+    image: signoz/signoz-otel-collector:v0.129.12
    command:
      - --config=/etc/otel-collector-config.yaml
      - --manager-config=/etc/manager-config.yaml
@@ -176,7 +176,7 @@ services:
      - signoz
  schema-migrator:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:v0.129.8
+    image: signoz/signoz-schema-migrator:v0.129.12
    deploy:
      restart_policy:
        condition: on-failure
--- a/deploy/docker/docker-compose.ha.yaml
+++ b/deploy/docker/docker-compose.ha.yaml
@@ -179,7 +179,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.100.1}
+    image: signoz/signoz:${VERSION:-v0.104.0}
    container_name: signoz
    command:
      - --config=/root/config/prometheus.yml
@@ -213,7 +213,7 @@ services:
  # TODO: support otel-collector multiple replicas. Nginx/Traefik for loadbalancing?
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.129.8}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.129.12}
    container_name: signoz-otel-collector
    command:
      - --config=/etc/otel-collector-config.yaml
@@ -239,7 +239,7 @@ services:
        condition: service_healthy
  schema-migrator-sync:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.8}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.12}
    container_name: schema-migrator-sync
    command:
      - sync
@@ -250,7 +250,7 @@ services:
        condition: service_healthy
  schema-migrator-async:
    !!merge <<: *db-depend
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.8}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.12}
    container_name: schema-migrator-async
    command:
      - async
--- a/deploy/docker/docker-compose.yaml
+++ b/deploy/docker/docker-compose.yaml
@@ -111,7 +111,7 @@ services:
      # - ../common/clickhouse/storage.xml:/etc/clickhouse-server/config.d/storage.xml
  signoz:
    !!merge <<: *db-depend
-    image: signoz/signoz:${VERSION:-v0.100.1}
+    image: signoz/signoz:${VERSION:-v0.104.0}
    container_name: signoz
    command:
      - --config=/root/config/prometheus.yml
@@ -144,7 +144,7 @@ services:
      retries: 3
  otel-collector:
    !!merge <<: *db-depend
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.129.8}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-v0.129.12}
    container_name: signoz-otel-collector
    command:
      - --config=/etc/otel-collector-config.yaml
@@ -166,7 +166,7 @@ services:
        condition: service_healthy
  schema-migrator-sync:
    !!merge <<: *common
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.8}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.12}
    container_name: schema-migrator-sync
    command:
      - sync
@@ -178,7 +178,7 @@ services:
    restart: on-failure
  schema-migrator-async:
    !!merge <<: *db-depend
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.8}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-v0.129.12}
    container_name: schema-migrator-async
    command:
      - async
--- a/docs/api/openapi.yml
+++ b/docs/api/openapi.yml
--- a/docs/otel-demo-docs.md
+++ b/docs/otel-demo-docs.md
@@ -103,9 +103,19 @@ Remember to replace the region and ingestion key with proper values as obtained

 Both SigNoz and OTel demo app [frontend-proxy service, to be accurate] share common port allocation at 8080. To prevent port allocation conflicts, modify the OTel demo application config to use port 8081 as the `ENVOY_PORT` value as shown below, and run docker compose command.

+Also, both SigNoz and OTel Demo App have the same `PROMETHEUS_PORT` configured, by default both of them try to start at `9090`, which may cause either of them to fail depending upon which one acquires it first. To prevent this, we need to mofify the value of `PROMETHEUS_PORT` too.
+
+
 ```sh
-ENVOY_PORT=8081 docker compose up -d
+ENVOY_PORT=8081 PROMETHEUS_PORT=9091 docker compose up -d
 ```
+
+Alternatively, we can modify these values using the `.env` file too, which reduces the command as just:
+
+```sh
+docker compose up -d
+```
+
 This spins up multiple microservices, with OpenTelemetry instrumentation enabled. you can verify this by,
 ```sh
 docker compose ps -a
--- a/ee/authn/callbackauthn/oidccallbackauthn/authn.go
+++ b/ee/authn/callbackauthn/oidccallbackauthn/authn.go
@@ -129,6 +129,12 @@ func (a *AuthN) HandleCallback(ctx context.Context, query url.Values) (*authtype
 	return authtypes.NewCallbackIdentity("", email, authDomain.StorableAuthDomain().OrgID, state), nil
 }

+func (a *AuthN) ProviderInfo(ctx context.Context, authDomain *authtypes.AuthDomain) *authtypes.AuthNProviderInfo {
+	return &authtypes.AuthNProviderInfo{
+		RelayStatePath: nil,
+	}
+}
+
 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)
--- a/ee/authn/callbackauthn/samlcallbackauthn/authn.go
+++ b/ee/authn/callbackauthn/samlcallbackauthn/authn.go
@@ -99,6 +99,14 @@ func (a *AuthN) HandleCallback(ctx context.Context, formValues url.Values) (*aut
 	return authtypes.NewCallbackIdentity("", email, authDomain.StorableAuthDomain().OrgID, state), nil
 }

+func (a *AuthN) ProviderInfo(ctx context.Context, authDomain *authtypes.AuthDomain) *authtypes.AuthNProviderInfo {
+	state := authtypes.NewState(&url.URL{Path: "login"}, authDomain.StorableAuthDomain().ID).URL.String()
+
+	return &authtypes.AuthNProviderInfo{
+		RelayStatePath: &state,
+	}
+}
+
 func (a *AuthN) serviceProvider(siteURL *url.URL, authDomain *authtypes.AuthDomain) (*saml2.SAMLServiceProvider, error) {
 	certStore, err := a.getCertificateStore(authDomain)
 	if err != nil {
--- a/ee/authz/openfgaauthz/provider.go
+++ b/ee/authz/openfgaauthz/provider.go
@@ -48,7 +48,26 @@ func (provider *provider) Check(ctx context.Context, tuple *openfgav1.TupleKey)
 }

 func (provider *provider) CheckWithTupleCreation(ctx context.Context, claims authtypes.Claims, orgID valuer.UUID, relation authtypes.Relation, _ authtypes.Relation, typeable authtypes.Typeable, selectors []authtypes.Selector) error {
-	subject, err := authtypes.NewSubject(authtypes.TypeUser, claims.UserID, authtypes.Relation{})
+	subject, err := authtypes.NewSubject(authtypes.TypeableUser, claims.UserID, orgID, nil)
+	if err != nil {
+		return err
+	}
+
+	tuples, err := typeable.Tuples(subject, relation, selectors, orgID)
+	if err != nil {
+		return err
+	}
+
+	err = provider.BatchCheck(ctx, tuples)
+	if err != nil {
+		return err
+	}
+
+	return nil
+}
+
+func (provider *provider) CheckWithTupleCreationWithoutClaims(ctx context.Context, orgID valuer.UUID, relation authtypes.Relation, _ authtypes.Relation, typeable authtypes.Typeable, selectors []authtypes.Selector) error {
+	subject, err := authtypes.NewSubject(authtypes.TypeableAnonymous, authtypes.AnonymousUser.String(), orgID, nil)
 	if err != nil {
 		return err
 	}
--- a/ee/authz/openfgaschema/base.fga
+++ b/ee/authz/openfgaschema/base.fga
@@ -15,18 +15,18 @@ type anonymous

 type role 
  relations
-    define assignee: [user]
+    define assignee: [user, anonymous]

    define read: [user, role#assignee]
    define update: [user, role#assignee]
    define delete: [user, role#assignee]

-type resources
+type metaresources
  relations
    define create: [user, role#assignee]
    define list: [user, role#assignee]

-type resource
+type metaresource
  relations
      define read: [user, anonymous, role#assignee]
      define update: [user, role#assignee]
@@ -35,6 +35,6 @@ type resource
      define block: [user, role#assignee]


-type telemetry
+type telemetryresource
  relations
-      define read: [user, anonymous, role#assignee]
+      define read: [user, role#assignee]
--- a/ee/query-service/app/api/api.go
+++ b/ee/query-service/app/api/api.go
@@ -19,7 +19,12 @@ import (
 	"github.com/SigNoz/signoz/pkg/query-service/interfaces"
 	basemodel "github.com/SigNoz/signoz/pkg/query-service/model"
 	rules "github.com/SigNoz/signoz/pkg/query-service/rules"
+	"github.com/SigNoz/signoz/pkg/queryparser"
 	"github.com/SigNoz/signoz/pkg/signoz"
+	"github.com/SigNoz/signoz/pkg/types"
+	"github.com/SigNoz/signoz/pkg/types/authtypes"
+	"github.com/SigNoz/signoz/pkg/types/dashboardtypes"
+	"github.com/SigNoz/signoz/pkg/valuer"
 	"github.com/SigNoz/signoz/pkg/version"
 	"github.com/gorilla/mux"
 )
@@ -56,6 +61,7 @@ func NewAPIHandler(opts APIHandlerOptions, signoz *signoz.SigNoz) (*APIHandler,
 		FieldsAPI:                     fields.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.TelemetryStore),
 		Signoz:                        signoz,
 		QuerierAPI:                    querierAPI.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.Querier, signoz.Analytics),
+		QueryParserAPI:                queryparser.NewAPI(signoz.Instrumentation.ToProviderSettings(), signoz.QueryParser),
 	})

 	if err != nil {
@@ -88,10 +94,6 @@ func (ah *APIHandler) RegisterRoutes(router *mux.Router, am *middleware.AuthZ) {
 	// routes available only in ee version
 	router.HandleFunc("/api/v1/features", am.ViewAccess(ah.getFeatureFlags)).Methods(http.MethodGet)

-	// paid plans specific routes
-	router.HandleFunc("/api/v1/complete/saml", am.OpenAccess(ah.Signoz.Handlers.Session.CreateSessionBySAMLCallback)).Methods(http.MethodPost)
-	router.HandleFunc("/api/v1/complete/oidc", am.OpenAccess(ah.Signoz.Handlers.Session.CreateSessionByOIDCCallback)).Methods(http.MethodGet)
-
 	// base overrides
 	router.HandleFunc("/api/v1/version", am.OpenAccess(ah.getVersion)).Methods(http.MethodGet)

@@ -99,6 +101,39 @@ func (ah *APIHandler) RegisterRoutes(router *mux.Router, am *middleware.AuthZ) {
 	router.HandleFunc("/api/v1/billing", am.AdminAccess(ah.getBilling)).Methods(http.MethodGet)
 	router.HandleFunc("/api/v1/portal", am.AdminAccess(ah.LicensingAPI.Portal)).Methods(http.MethodPost)

+	// dashboards
+	router.HandleFunc("/api/v1/dashboards/{id}/public", am.AdminAccess(ah.Signoz.Handlers.Dashboard.CreatePublic)).Methods(http.MethodPost)
+	router.HandleFunc("/api/v1/dashboards/{id}/public", am.AdminAccess(ah.Signoz.Handlers.Dashboard.GetPublic)).Methods(http.MethodGet)
+	router.HandleFunc("/api/v1/dashboards/{id}/public", am.AdminAccess(ah.Signoz.Handlers.Dashboard.UpdatePublic)).Methods(http.MethodPut)
+	router.HandleFunc("/api/v1/dashboards/{id}/public", am.AdminAccess(ah.Signoz.Handlers.Dashboard.DeletePublic)).Methods(http.MethodDelete)
+
+	// public access for dashboards
+	router.HandleFunc("/api/v1/public/dashboards/{id}", am.CheckWithoutClaims(
+		ah.Signoz.Handlers.Dashboard.GetPublicData,
+		authtypes.RelationRead, authtypes.RelationRead,
+		dashboardtypes.TypeableMetaResourcePublicDashboard,
+		func(req *http.Request, orgs []*types.Organization) ([]authtypes.Selector, valuer.UUID, error) {
+			id, err := valuer.NewUUID(mux.Vars(req)["id"])
+			if err != nil {
+				return nil, valuer.UUID{}, err
+			}
+
+			return ah.Signoz.Modules.Dashboard.GetPublicDashboardOrgAndSelectors(req.Context(), id, orgs)
+		})).Methods(http.MethodGet)
+
+	router.HandleFunc("/api/v1/public/dashboards/{id}/widgets/{index}/query_range", am.CheckWithoutClaims(
+		ah.Signoz.Handlers.Dashboard.GetPublicWidgetQueryRange,
+		authtypes.RelationRead, authtypes.RelationRead,
+		dashboardtypes.TypeableMetaResourcePublicDashboard,
+		func(req *http.Request, orgs []*types.Organization) ([]authtypes.Selector, valuer.UUID, error) {
+			id, err := valuer.NewUUID(mux.Vars(req)["id"])
+			if err != nil {
+				return nil, valuer.UUID{}, err
+			}
+
+			return ah.Signoz.Modules.Dashboard.GetPublicDashboardOrgAndSelectors(req.Context(), id, orgs)
+		})).Methods(http.MethodGet)
+
 	// v3
 	router.HandleFunc("/api/v3/licenses", am.AdminAccess(ah.LicensingAPI.Activate)).Methods(http.MethodPost)
 	router.HandleFunc("/api/v3/licenses", am.AdminAccess(ah.LicensingAPI.Refresh)).Methods(http.MethodPut)
--- a/ee/query-service/app/server.go
+++ b/ee/query-service/app/server.go
@@ -9,6 +9,7 @@ import (
 	_ "net/http/pprof" // http profiler
 	"slices"

+	"github.com/SigNoz/signoz/pkg/cache/memorycache"
 	"github.com/SigNoz/signoz/pkg/ruler/rulestore/sqlrulestore"
 	"go.opentelemetry.io/contrib/instrumentation/github.com/gorilla/mux/otelmux"
 	"go.opentelemetry.io/otel/propagation"
@@ -74,13 +75,26 @@ func NewServer(config signoz.Config, signoz *signoz.SigNoz) (*Server, error) {
 		return nil, err
 	}

+	cacheForTraceDetail, err := memorycache.New(context.TODO(), signoz.Instrumentation.ToProviderSettings(), cache.Config{
+		Provider: "memory",
+		Memory: cache.Memory{
+			NumCounters: 10 * 10000,
+			MaxCost:     1 << 27, // 128 MB
+		},
+	})
+	if err != nil {
+		return nil, err
+	}
+
 	reader := clickhouseReader.NewReader(
 		signoz.SQLStore,
 		signoz.TelemetryStore,
 		signoz.Prometheus,
 		signoz.TelemetryStore.Cluster(),
 		config.Querier.FluxInterval,
+		cacheForTraceDetail,
 		signoz.Cache,
+		nil,
 	)

 	rm, err := makeRulesManager(
@@ -192,7 +206,7 @@ func (s Server) HealthCheckStatus() chan healthcheck.Status {

 func (s *Server) createPublicServer(apiHandler *api.APIHandler, web web.Web) (*http.Server, error) {
 	r := baseapp.NewRouter()
-	am := middleware.NewAuthZ(s.signoz.Instrumentation.Logger())
+	am := middleware.NewAuthZ(s.signoz.Instrumentation.Logger(), s.signoz.Modules.OrgGetter, s.signoz.Authz)

 	r.Use(otelmux.Middleware(
 		"apiserver",
@@ -229,6 +243,11 @@ func (s *Server) createPublicServer(apiHandler *api.APIHandler, web web.Web) (*h
 	apiHandler.MetricExplorerRoutes(r, am)
 	apiHandler.RegisterTraceFunnelsRoutes(r, am)

+	err := s.signoz.APIServer.AddToRouter(r)
+	if err != nil {
+		return nil, err
+	}
+
 	c := cors.New(cors.Options{
 		AllowedOrigins: []string{"*"},
 		AllowedMethods: []string{"GET", "DELETE", "POST", "PUT", "PATCH", "OPTIONS"},
@@ -239,7 +258,7 @@ func (s *Server) createPublicServer(apiHandler *api.APIHandler, web web.Web) (*h

 	handler = handlers.CompressHandler(handler)

-	err := web.AddToRouter(r)
+	err = web.AddToRouter(r)
 	if err != nil {
 		return nil, err
 	}
--- a/ee/query-service/rules/anomaly.go
+++ b/ee/query-service/rules/anomaly.go
@@ -246,7 +246,9 @@ func (r *AnomalyRule) buildAndRunQuery(ctx context.Context, orgID valuer.UUID, t
 				continue
 			}
 		}
-		results, err := r.Threshold.ShouldAlert(*series, r.Unit())
+		results, err := r.Threshold.Eval(*series, r.Unit(), ruletypes.EvalData{
+			ActiveAlerts: r.ActiveAlertsLabelFP(),
+		})
 		if err != nil {
 			return nil, err
 		}
@@ -296,7 +298,9 @@ func (r *AnomalyRule) buildAndRunQueryV5(ctx context.Context, orgID valuer.UUID,
 				continue
 			}
 		}
-		results, err := r.Threshold.ShouldAlert(*series, r.Unit())
+		results, err := r.Threshold.Eval(*series, r.Unit(), ruletypes.EvalData{
+			ActiveAlerts: r.ActiveAlertsLabelFP(),
+		})
 		if err != nil {
 			return nil, err
 		}
@@ -410,6 +414,7 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 			GeneratorURL:      r.GeneratorURL(),
 			Receivers:         ruleReceiverMap[lbs.Map()[ruletypes.LabelThresholdName]],
 			Missing:           smpl.IsMissing,
+			IsRecovering:      smpl.IsRecovering,
 		}
 	}

@@ -422,6 +427,9 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro

 			alert.Value = a.Value
 			alert.Annotations = a.Annotations
+			// Update the recovering and missing state of existing alert
+			alert.IsRecovering = a.IsRecovering
+			alert.Missing = a.Missing
 			if v, ok := alert.Labels.Map()[ruletypes.LabelThresholdName]; ok {
 				alert.Receivers = ruleReceiverMap[v]
 			}
@@ -480,6 +488,30 @@ func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, erro
 				Value:        a.Value,
 			})
 		}
+
+		// We need to change firing alert to recovering if the returned sample meets recovery threshold
+		changeFiringToRecovering := a.State == model.StateFiring && a.IsRecovering
+		// We need to change recovering alerts to firing if the returned sample meets target threshold
+		changeRecoveringToFiring := a.State == model.StateRecovering && !a.IsRecovering && !a.Missing
+		// in any of the above case we need to update the status of alert
+		if changeFiringToRecovering || changeRecoveringToFiring {
+			state := model.StateRecovering
+			if changeRecoveringToFiring {
+				state = model.StateFiring
+			}
+			a.State = state
+			r.logger.DebugContext(ctx, "converting alert state", "name", r.Name(), "state", state)
+			itemsToAdd = append(itemsToAdd, model.RuleStateHistory{
+				RuleID:       r.ID(),
+				RuleName:     r.Name(),
+				State:        state,
+				StateChanged: true,
+				UnixMilli:    ts.UnixMilli(),
+				Labels:       model.LabelsString(labelsJSON),
+				Fingerprint:  a.QueryResultLables.Hash(),
+				Value:        a.Value,
+			})
+		}
 	}

 	currentState := r.State()
--- a/ee/sqlschema/postgressqlschema/formatter.go
+++ b/ee/sqlschema/postgressqlschema/formatter.go
@@ -30,6 +30,8 @@ func (formatter Formatter) DataTypeOf(dataType string) sqlschema.DataType {
 		return sqlschema.DataTypeBoolean
 	case "VARCHAR", "CHARACTER VARYING", "CHARACTER":
 		return sqlschema.DataTypeText
+	case "BYTEA":
+		return sqlschema.DataTypeBytea
 	}

 	return formatter.Formatter.DataTypeOf(dataType)
--- a/frontend/.eslintrc.js
+++ b/frontend/.eslintrc.js
@@ -1,5 +1,5 @@
 module.exports = {
-	ignorePatterns: ['src/parser/*.ts'],
+	ignorePatterns: ['src/parser/*.ts', 'scripts/update-registry.js'],
 	env: {
 		browser: true,
 		es2021: true,
--- a/frontend/example.env
+++ b/frontend/example.env
@@ -3,5 +3,6 @@ BUNDLE_ANALYSER="true"
 FRONTEND_API_ENDPOINT="http://localhost:8080/"
 PYLON_APP_ID="pylon-app-id"
 APPCUES_APP_ID="appcess-app-id"
+PYLON_IDENTITY_SECRET="pylon-identity-secret"

 CI="1"
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -14,7 +14,7 @@
 		"jest": "jest",
 		"jest:coverage": "jest --coverage",
 		"jest:watch": "jest --watch",
-		"postinstall": "yarn i18n:generate-hash && (is-ci || yarn husky:configure)",
+		"postinstall": "yarn i18n:generate-hash && (is-ci || yarn husky:configure)  && node scripts/update-registry.js",
 		"husky:configure": "cd .. && husky install frontend/.husky && cd frontend && chmod ug+x .husky/*",
 		"commitlint": "commitlint --edit $1",
 		"test": "jest",
@@ -38,7 +38,7 @@
 		"@mdx-js/loader": "2.3.0",
 		"@mdx-js/react": "2.3.0",
 		"@monaco-editor/react": "^4.3.1",
-		"@playwright/test": "1.54.1",
+		"@playwright/test": "1.55.1",
 		"@radix-ui/react-tabs": "1.0.4",
 		"@radix-ui/react-tooltip": "1.0.7",
 		"@sentry/react": "8.41.0",
@@ -47,6 +47,8 @@
 		"@signozhq/button": "0.0.2",
 		"@signozhq/calendar": "0.0.0",
 		"@signozhq/callout": "0.0.2",
+		"@signozhq/checkbox": "0.0.2",
+		"@signozhq/command": "0.0.0",
 		"@signozhq/design-tokens": "1.1.4",
 		"@signozhq/input": "0.0.2",
 		"@signozhq/popover": "0.0.0",
@@ -83,6 +85,7 @@
 		"color": "^4.2.1",
 		"color-alpha": "1.1.3",
 		"cross-env": "^7.0.3",
+		"crypto-js": "4.2.0",
 		"css-loader": "5.0.0",
 		"css-minimizer-webpack-plugin": "5.0.1",
 		"d3-hierarchy": "3.1.2",
@@ -102,7 +105,6 @@
 		"i18next-http-backend": "^1.3.2",
 		"jest": "^27.5.1",
 		"js-base64": "^3.7.2",
-		"kbar": "0.1.0-beta.48",
 		"less": "^4.1.2",
 		"less-loader": "^10.2.0",
 		"lodash-es": "^4.17.21",
@@ -112,7 +114,7 @@
 		"overlayscrollbars": "^2.8.1",
 		"overlayscrollbars-react": "^0.5.6",
 		"papaparse": "5.4.1",
-		"posthog-js": "1.215.5",
+		"posthog-js": "1.298.0",
 		"rc-tween-one": "3.0.6",
 		"react": "18.2.0",
 		"react-addons-update": "15.6.3",
@@ -149,7 +151,6 @@
 		"tsconfig-paths-webpack-plugin": "^3.5.1",
 		"typescript": "^4.0.5",
 		"uplot": "1.6.31",
-		"userpilot": "1.3.9",
 		"uuid": "^8.3.2",
 		"web-vitals": "^0.2.4",
 		"webpack": "5.94.0",
@@ -186,6 +187,7 @@
 		"@types/color": "^3.0.3",
 		"@types/compression-webpack-plugin": "^9.0.0",
 		"@types/copy-webpack-plugin": "^8.0.1",
+		"@types/crypto-js": "4.2.2",
 		"@types/dompurify": "^2.4.0",
 		"@types/event-source-polyfill": "^1.0.0",
 		"@types/fontfaceobserver": "2.1.0",
@@ -280,6 +282,7 @@
 		"got": "11.8.5",
 		"form-data": "4.0.4",
 		"brace-expansion": "^2.0.2",
-		"on-headers": "^1.1.0"
+		"on-headers": "^1.1.0",
+		"tmp": "0.2.4"
 	}
 }
--- a/frontend/public/Logos/amazon-bedrock.svg
+++ b/frontend/public/Logos/amazon-bedrock.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" fill="currentColor" fill-rule="evenodd" style="flex:none;line-height:1" viewBox="0 0 24 24"><title>AWS</title><path d="M6.763 11.212q.002.446.088.71c.064.176.144.368.256.576.04.063.056.127.056.183q.002.12-.152.24l-.503.335a.4.4 0 0 1-.208.072q-.12-.002-.239-.112a2.5 2.5 0 0 1-.287-.375 6 6 0 0 1-.248-.471q-.934 1.101-2.347 1.101c-.67 0-1.205-.191-1.596-.574-.39-.384-.59-.894-.59-1.533 0-.678.24-1.23.726-1.644.487-.415 1.133-.623 1.955-.623.272 0 .551.024.846.064.296.04.6.104.918.176v-.583q-.001-.908-.375-1.277c-.255-.248-.686-.367-1.3-.367-.28 0-.568.031-.863.103s-.583.16-.862.272a2 2 0 0 1-.28.104.5.5 0 0 1-.127.023q-.168.002-.168-.247v-.391c0-.128.016-.224.056-.28a.6.6 0 0 1 .224-.167 4.6 4.6 0 0 1 1.005-.36 4.8 4.8 0 0 1 1.246-.151c.95 0 1.644.216 2.091.647q.661.646.662 1.963v2.586zm-3.24 1.214c.263 0 .534-.048.822-.144a1.8 1.8 0 0 0 .758-.51 1.3 1.3 0 0 0 .272-.512c.047-.191.08-.423.08-.694v-.335a7 7 0 0 0-.735-.136 6 6 0 0 0-.75-.048c-.535 0-.926.104-1.19.32-.263.215-.39.518-.39.917 0 .375.095.655.295.846.191.2.47.296.838.296m6.41.862c-.144 0-.24-.024-.304-.08-.064-.048-.12-.16-.168-.311L7.586 6.726a1.4 1.4 0 0 1-.072-.32c0-.128.064-.2.191-.2h.783q.227-.001.31.08c.065.048.113.16.16.312l1.342 5.284 1.245-5.284q.058-.24.151-.312a.55.55 0 0 1 .32-.08h.638c.152 0 .256.025.32.08.063.048.12.16.151.312l1.261 5.348 1.381-5.348q.074-.24.16-.312a.52.52 0 0 1 .311-.08h.743c.127 0 .2.065.2.2 0 .04-.009.08-.017.128a1 1 0 0 1-.056.2l-1.923 6.17q-.072.24-.168.311a.5.5 0 0 1-.303.08h-.687c-.15 0-.255-.024-.32-.08-.063-.056-.119-.16-.15-.32L12.32 7.747l-1.23 5.14c-.04.16-.087.264-.15.32-.065.056-.177.08-.32.08zm10.256.215c-.415 0-.83-.048-1.229-.143-.399-.096-.71-.2-.918-.32-.128-.071-.215-.151-.247-.223a.6.6 0 0 1-.048-.224v-.407c0-.167.064-.247.183-.247q.072 0 .144.024c.048.016.12.048.2.08q.408.181.878.279c.32.064.63.096.95.096.502 0 .894-.088 1.165-.264a.86.86 0 0 0 .415-.758.78.78 0 0 0-.215-.559c-.144-.151-.416-.287-.807-.415l-1.157-.36c-.583-.183-1.014-.454-1.277-.813a1.9 1.9 0 0 1-.4-1.158q0-.502.216-.886c.144-.255.335-.479.575-.654.24-.184.51-.32.83-.415.32-.096.655-.136 1.006-.136.175 0 .36.008.535.032.183.024.35.056.518.088q.24.058.455.127.216.072.336.144a.7.7 0 0 1 .24.2.43.43 0 0 1 .071.263v.375q-.002.254-.184.256a.8.8 0 0 1-.303-.096 3.65 3.65 0 0 0-1.532-.311c-.455 0-.815.071-1.062.223s-.375.383-.375.71c0 .224.08.416.24.567.16.152.454.304.877.44l1.134.358c.574.184.99.44 1.237.767s.367.702.367 1.117c0 .343-.072.655-.207.926a2.2 2.2 0 0 1-.583.703c-.248.2-.543.343-.886.447-.36.111-.734.167-1.142.167"/><path fill="#f90" d="M.378 15.475c3.384 1.963 7.56 3.153 11.877 3.153 2.914 0 6.114-.607 9.06-1.852.44-.2.814.287.383.607-2.626 1.94-6.442 2.969-9.722 2.969-4.598 0-8.74-1.7-11.87-4.526-.247-.223-.024-.527.272-.351m23.531-.2c.287.36-.08 2.826-1.485 4.007-.215.184-.423.088-.327-.151l.175-.439c.343-.88.802-2.198.52-2.555-.336-.43-2.22-.207-3.074-.103-.255.032-.295-.192-.063-.36 1.5-1.053 3.967-.75 4.254-.399"/></svg>
--- a/frontend/public/Logos/autogen.svg
+++ b/frontend/public/Logos/autogen.svg
--- a/frontend/public/Logos/azure-openai.svg
+++ b/frontend/public/Logos/azure-openai.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24"><title>Azure</title><path fill="url(#a)" d="M7.242 1.613A1.11 1.11 0 0 1 8.295.857h6.977L8.03 22.316a1.11 1.11 0 0 1-1.052.755h-5.43a1.11 1.11 0 0 1-1.053-1.466z"/><path fill="#0078d4" d="M18.397 15.296H7.4a.51.51 0 0 0-.347.882l7.066 6.595c.206.192.477.298.758.298h6.226z"/><path fill="url(#b)" d="M15.272.857H7.497L0 23.071h7.775l1.596-4.73 5.068 4.73h6.665l-2.707-7.775h-7.998z"/><path fill="url(#c)" d="M17.193 1.613a1.11 1.11 0 0 0-1.052-.756h-7.81.035c.477 0 .9.304 1.052.756l6.748 19.992a1.11 1.11 0 0 1-1.052 1.466h-.12 7.895a1.11 1.11 0 0 0 1.052-1.466z"/><defs><linearGradient id="a" x1="8.247" x2="1.002" y1="1.626" y2="23.03" gradientUnits="userSpaceOnUse"><stop stop-color="#114a8b"/><stop offset="1" stop-color="#0669bc"/></linearGradient><linearGradient id="b" x1="14.042" x2="12.324" y1="15.302" y2="15.888" gradientUnits="userSpaceOnUse"><stop stop-opacity=".3"/><stop offset=".071" stop-opacity=".2"/><stop offset=".321" stop-opacity=".1"/><stop offset=".623" stop-opacity=".05"/><stop offset="1" stop-opacity="0"/></linearGradient><linearGradient id="c" x1="12.841" x2="20.793" y1="1.626" y2="22.814" gradientUnits="userSpaceOnUse"><stop stop-color="#3ccbf4"/><stop offset="1" stop-color="#2892df"/></linearGradient></defs></svg>
--- a/frontend/public/Logos/crew-ai.svg
+++ b/frontend/public/Logos/crew-ai.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24"><title>CrewAI</title><path fill="#461816" d="M19.41 10.783a2.75 2.75 0 0 1 2.471 1.355c.483.806.622 1.772.385 2.68l-.136.522a10 10 0 0 1-3.156 5.058c-.605.517-1.283 1.062-2.083 1.524l-.028.017c-.402.232-.884.511-1.398.756-1.19.602-2.475.997-3.798 1.167-.854.111-1.716.155-2.577.132h-.018a8.6 8.6 0 0 1-5.046-1.87l-.012-.01-.012-.01A8.02 8.02 0 0 1 1.22 17.42a10.9 10.9 0 0 1-.102-3.779A15.6 15.6 0 0 1 2.88 8.4a21.8 21.8 0 0 1 2.432-3.678 15.4 15.4 0 0 1 3.56-3.182A10 10 0 0 1 12.44.104h.004l.003-.002c2.057-.384 3.743.374 5.024 1.26a8.3 8.3 0 0 1 2.395 2.513l.024.04.023.042a5.47 5.47 0 0 1 .508 4.012c-.239.97-.577 1.914-1.01 2.814z"/><path fill="#fff" d="M18.861 13.165a.748.748 0 0 1 1.256.031c.199.332.256.73.159 1.103l-.137.522a7.94 7.94 0 0 1-2.504 4.014c-.572.49-1.138.939-1.774 1.306-.427.247-.857.496-1.303.707a9.6 9.6 0 0 1-3.155.973 14.3 14.3 0 0 1-2.257.116 6.53 6.53 0 0 1-3.837-1.422 5.97 5.97 0 0 1-2.071-3.494 8.9 8.9 0 0 1-.085-3.08 13.6 13.6 0 0 1 1.54-4.568 19.7 19.7 0 0 1 2.212-3.348 13.4 13.4 0 0 1 3.088-2.76 7.9 7.9 0 0 1 2.832-1.14c1.307-.245 2.434.207 3.481.933a6.2 6.2 0 0 1 1.806 1.892c.423.767.536 1.668.314 2.515a12.4 12.4 0 0 1-.99 2.67l-.223.497q-.48 1.07-.97 2.137a.76.76 0 0 1-.97.467 3.39 3.39 0 0 1-2.283-2.49c-.095-.83.04-1.669.39-2.426.288-.746.61-1.477.933-2.208l.248-.563a.53.53 0 0 0-.204-.742 2.35 2.35 0 0 0-1.2.702 25 25 0 0 0-1.614 1.767 21.6 21.6 0 0 0-2.619 4.184 7.6 7.6 0 0 0-.816 2.753 7 7 0 0 0 .07 2.219 2.055 2.055 0 0 0 1.934 1.715c1.801.1 3.59-.363 5.116-1.328a19 19 0 0 0 1.675-1.294c.752-.71 1.376-1.519 1.958-2.36"/></svg>
--- a/frontend/public/Logos/dashboards.svg
+++ b/frontend/public/Logos/dashboards.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="150" height="150" fill="none" viewBox="0 0 150 150"><circle cx="75" cy="75" r="70" fill="#f3f4f6"/><g transform="translate(25 25)"><rect width="60" height="55" fill="#fcd34d" rx="6"/><path stroke="#d97706" stroke-linecap="round" stroke-linejoin="round" stroke-width="4" d="m10 40 15-15 15 8 15-23"/><rect width="35" height="55" x="65" fill="#6ee7b7" rx="6"/><rect width="20" height="6" x="73" y="10" fill="#059669" rx="3"/><rect width="15" height="6" x="73" y="22" fill="#059669" opacity=".7" rx="3"/><rect width="18" height="6" x="73" y="34" fill="#059669" opacity=".7" rx="3"/><rect width="100" height="40" y="60" fill="#a5b4fc" rx="6"/><rect width="80" height="8" x="10" y="70" fill="#4f46e5" rx="4"/><rect width="50" height="8" x="20" y="83" fill="#6366f1" rx="4"/></g></svg>
--- a/frontend/public/Logos/envoy.svg
+++ b/frontend/public/Logos/envoy.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 128 128"><path fill="#b31aab" d="m33.172 61.48.176 7.325 7.797 4.785-.176-7.324Zm19.031 30.504-.176-7.18-6.84-4.206c-.085-.059-.203-.145-.289-.203l.176 7.207Zm-24.355 9.688L10.012 90.715l-.438-18.367 8.758-3.746-.172-7.352-13.969 5.969c-1.074.46-1.714 1.441-1.687 2.566l.523 22.055c.032 1.125.73 2.25 1.836 2.941l21.383 13.149c.992.605 2.215.78 3.203.46a.8.8 0 0 0 .29-.113l13.124-5.593-7.129-4.383Zm0 0"/><path fill="#d163ce" d="M85.488 61.047c-.031-1.328-.843-2.625-2.125-3.43L57.38 41.672l-.813.344.176 7.726 20.57 12.63.493 20.648 7.86 4.812.433-.172ZM54.383 97.289 30.262 82.47l-.582-24.883 11-4.7-.203-8.562-17.082 7.293c-1.25.547-2.008 1.672-1.977 3l.668 29.18c.031 1.324.844 2.625 2.125 3.402l28.281 17.387c1.164.723 2.563.894 3.754.547.117-.028.234-.086.348-.145l16.703-7.12-8.32-5.102Zm0 0"/><path fill="#e13eaf" d="M122.234 40.633 85.98 18.343c-1.335-.808-2.937-1.038-4.304-.605-.145.028-.262.086-.406.145l-35.383 15.11c-1.426.605-2.297 1.902-2.27 3.429l.903 37.371c.03 1.527.96 2.996 2.445 3.89l36.254 22.262c1.336.805 2.937 1.035 4.277.606.145-.031.262-.09.406-.145l35.383-15.11c1.426-.605 2.297-1.933 2.27-3.433l-.875-37.367c-.028-1.473-.961-2.969-2.446-3.863M85.398 91.64 53.891 72.293l-.79-32.496 30.727-13.121 31.512 19.347.785 32.497Zm0 0"/></svg>
--- a/frontend/public/Logos/fly-io.svg
+++ b/frontend/public/Logos/fly-io.svg
--- a/frontend/public/Logos/honeycomb.svg
+++ b/frontend/public/Logos/honeycomb.svg
--- a/frontend/public/Logos/litellm.svg
+++ b/frontend/public/Logos/litellm.svg
--- a/frontend/public/Logos/logs.svg
+++ b/frontend/public/Logos/logs.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="150" height="150" fill="none" viewBox="0 0 150 150"><circle cx="75" cy="75" r="70" fill="#f3f4f6"/><g transform="translate(25 40)"><rect width="12" height="12" fill="#059669" opacity=".8" rx="3"/><rect width="80" height="12" x="20" fill="#10b981" rx="3"/><rect width="12" height="12" y="22" fill="#059669" opacity=".8" rx="3"/><rect width="65" height="12" x="20" y="22" fill="#10b981" rx="3"/><rect width="12" height="12" y="44" fill="#059669" opacity=".8" rx="3"/><rect width="75" height="12" x="20" y="44" fill="#10b981" rx="3"/><rect width="12" height="12" y="66" fill="#059669" opacity=".8" rx="3"/><rect width="50" height="12" x="20" y="66" fill="#10b981" rx="3"/></g></svg>
--- a/frontend/public/Logos/metrics.svg
+++ b/frontend/public/Logos/metrics.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="150" height="150" fill="none" viewBox="0 0 150 150"><circle cx="75" cy="75" r="70" fill="#f3f4f6"/><defs><linearGradient id="a" x1="0" x2="0" y1="0" y2="1"><stop offset="0%" stop-color="#f59e0b" stop-opacity=".5"/><stop offset="100%" stop-color="#f59e0b" stop-opacity=".05"/></linearGradient></defs><g transform="translate(25 35)"><path stroke="#d1d5db" stroke-linecap="round" stroke-width="2" d="M0 80h100M0 80V0"/><path fill="url(#a)" d="M2 78c18 0 28-28 48-23s30-35 48-40v63z"/><path stroke="#d97706" stroke-linecap="round" stroke-width="5" d="M2 78c18 0 28-28 48-23s30-35 48-40"/><circle cx="50" cy="55" r="4" fill="#f59e0b"/><circle cx="98" cy="15" r="4" fill="#f59e0b"/></g></svg>
--- a/frontend/public/Logos/pydantic-ai.svg
+++ b/frontend/public/Logos/pydantic-ai.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24"><title>PydanticAI</title><path fill="#e72564" d="M13.223 22.86c-.605.83-1.844.83-2.448 0L5.74 15.944a1.514 1.514 0 0 1 .73-2.322l5.035-1.738c.32-.11.668-.11.988 0l5.035 1.738c.962.332 1.329 1.5.73 2.322zm-1.224-1.259 4.688-6.439-4.688-1.618-4.688 1.618L12 21.602z"/><path fill="#e723a0" d="M23.71 13.463c.604.832.221 2.01-.756 2.328l-8.133 2.652a1.514 1.514 0 0 1-1.983-1.412l-.097-5.326c-.006-.338.101-.67.305-.94l3.209-4.25a1.514 1.514 0 0 1 2.434.022l5.022 6.926zm-1.574.775L17.46 7.79l-2.988 3.958.09 4.959z"/><path fill="#e520e9" d="M18.016.591a1.514 1.514 0 0 1 1.98 1.44l.009 8.554a1.514 1.514 0 0 1-1.956 1.45l-5.095-1.554a1.5 1.5 0 0 1-.8-.58l-3.05-4.366a1.514 1.514 0 0 1 .774-2.308zm.25 1.738L10.69 4.783l2.841 4.065 4.744 1.446-.008-7.965z"/><path fill="#e520e9" d="M5.99.595a1.514 1.514 0 0 0-1.98 1.44L4 10.588a1.514 1.514 0 0 0 1.956 1.45l5.095-1.554c.323-.098.605-.303.799-.58l3.052-4.366a1.514 1.514 0 0 0-.775-2.308zm-.25 1.738 7.577 2.454-2.842 4.065-4.743 1.446.007-7.965z"/><path fill="#e723a0" d="M.29 13.461a1.514 1.514 0 0 0 .756 2.329l8.133 2.651a1.514 1.514 0 0 0 1.983-1.412l.097-5.325a1.5 1.5 0 0 0-.305-.94L7.745 6.513a1.514 1.514 0 0 0-2.434.023L.289 13.461zm1.574.776L6.54 7.788l2.988 3.959-.09 4.958z"/><path fill="#ff96d1" d="m16.942 17.751 1.316-1.806q.178-.248.245-.523l-2.63.858-1.627 2.235a1.5 1.5 0 0 0 .575-.072zm-4.196-5.78.033 1.842 1.742.602-.034-1.843-1.741-.6zm7.257-3.622-1.314-1.812a1.5 1.5 0 0 0-.419-.393l.003 2.767 1.624 2.24q.107-.261.108-.566zm-5.038 2.746-1.762-.537 1.11-1.471 1.762.537zm-2.961-1.41 1.056-1.51-1.056-1.51-1.056 1.51zM9.368 3.509c.145-.122.316-.219.51-.282l2.12-.686 2.13.69c.191.062.36.157.503.276l-2.634.853zm1.433 7.053L9.691 9.09l-1.762.537 1.11 1.47 1.762-.537zm-6.696.584L5.733 8.9l.003-2.763c-.16.1-.305.232-.425.398L4.003 8.339l-.002 2.25q.002.299.104.557m7.149.824-1.741.601-.034 1.843 1.742-.601zM9.75 18.513l-1.628-2.237-2.629-.857q.068.276.247.525l1.313 1.804 2.126.693c.192.062.385.085.571.072"/></svg>
--- a/frontend/public/Logos/traces.svg
+++ b/frontend/public/Logos/traces.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="150" height="150" fill="none" viewBox="0 0 150 150"><circle cx="75" cy="75" r="70" fill="#f3f4f6"/><rect width="100" height="14" x="25" y="45" fill="#4f46e5" rx="4"/><rect width="60" height="14" x="40" y="68" fill="#6366f1" rx="4"/><rect width="20" height="14" x="105" y="91" fill="#818cf8" rx="4"/><path stroke="#c7d2fe" stroke-width="2" d="M35 59v16m5 0h-5M100 59v39m5 0h-5"/></svg>
--- a/frontend/scripts/update-registry.js
+++ b/frontend/scripts/update-registry.js
@@ -0,0 +1,50 @@
+/* eslint-disable @typescript-eslint/no-var-requires, import/no-dynamic-require, simple-import-sort/imports, simple-import-sort/exports */
+const fs = require('fs');
+const path = require('path');
+
+// 1. Define paths
+const packageJsonPath = path.resolve(__dirname, '../package.json');
+const registryPath = path.resolve(
+	__dirname,
+	'../src/auto-import-registry.d.ts',
+);
+
+// 2. Read package.json
+const packageJson = require(packageJsonPath);
+
+// 3. Combine dependencies and devDependencies
+const allDeps = {
+	...packageJson.dependencies,
+	...packageJson.devDependencies,
+};
+
+// 4. Filter for @signozhq packages
+const signozPackages = Object.keys(allDeps).filter((dep) =>
+	dep.startsWith('@signozhq/'),
+);
+
+// 5. Generate file content
+const fileContent = `// -------------------------------------------------------------------------
+// AUTO-GENERATED FILE
+// -------------------------------------------------------------------------
+// This file is generated by scripts/update-registry.js automatically
+// whenever you run 'yarn install' or 'npm install'.
+//
+// It forces VS Code to index these specific packages to fix auto-import
+// performance issues in TypeScript 4.x.
+//
+// PR for reference: https://github.com/SigNoz/signoz/pull/9694
+// -------------------------------------------------------------------------
+
+${signozPackages.map((pkg) => `import '${pkg}';`).join('\n')}
+`;
+
+// 6. Write the file
+try {
+	fs.writeFileSync(registryPath, fileContent);
+	console.log(
+		`✅ Auto-import registry updated with ${signozPackages.length} @signozhq packages.`,
+	);
+} catch (err) {
+	console.error('❌ Failed to update auto-import registry:', err);
+}
--- a/frontend/src/AppRoutes/Private.tsx
+++ b/frontend/src/AppRoutes/Private.tsx
@@ -245,6 +245,14 @@ function PrivateRoute({ children }: PrivateRouteProps): JSX.Element {
 			history.replace(newLocation);
 			return;
 		}
+
+		// if the current route is public dashboard then don't redirect to login
+		const isPublicDashboard = currentRoute?.path === ROUTES.PUBLIC_DASHBOARD;
+
+		if (isPublicDashboard) {
+			return;
+		}
+
 		// if the current route
 		if (currentRoute) {
 			const { isPrivate, key } = currentRoute;
--- a/frontend/src/AppRoutes/index.tsx
+++ b/frontend/src/AppRoutes/index.tsx
@@ -4,14 +4,15 @@ import getLocalStorageApi from 'api/browser/localstorage/get';
 import setLocalStorageApi from 'api/browser/localstorage/set';
 import logEvent from 'api/common/logEvent';
 import AppLoading from 'components/AppLoading/AppLoading';
-import KBarCommandPalette from 'components/KBarCommandPalette/KBarCommandPalette';
+import { CmdKPalette } from 'components/cmdKPalette/cmdKPalette';
 import NotFound from 'components/NotFound';
 import Spinner from 'components/Spinner';
-import UserpilotRouteTracker from 'components/UserpilotRouteTracker/UserpilotRouteTracker';
 import { FeatureKeys } from 'constants/features';
 import { LOCALSTORAGE } from 'constants/localStorage';
 import ROUTES from 'constants/routes';
 import AppLayout from 'container/AppLayout';
+import Hex from 'crypto-js/enc-hex';
+import HmacSHA256 from 'crypto-js/hmac-sha256';
 import { KeyboardHotkeysProvider } from 'hooks/hotkeys/useKeyboardHotkeys';
 import { useThemeConfig } from 'hooks/useDarkMode';
 import { useGetTenantLicense } from 'hooks/useGetTenantLicense';
@@ -21,19 +22,17 @@ import { StatusCodes } from 'http-status-codes';
 import history from 'lib/history';
 import ErrorBoundaryFallback from 'pages/ErrorBoundaryFallback/ErrorBoundaryFallback';
 import posthog from 'posthog-js';
-import AlertRuleProvider from 'providers/Alert';
 import { useAppContext } from 'providers/App/App';
 import { IUser } from 'providers/App/types';
+import { CmdKProvider } from 'providers/cmdKProvider';
 import { DashboardProvider } from 'providers/Dashboard/Dashboard';
 import { ErrorModalProvider } from 'providers/ErrorModalProvider';
-import { KBarCommandPaletteProvider } from 'providers/KBarCommandPaletteProvider';
 import { PreferenceContextProvider } from 'providers/preferences/context/PreferenceContextProvider';
 import { QueryBuilderProvider } from 'providers/QueryBuilder';
 import { Suspense, useCallback, useEffect, useState } from 'react';
 import { Route, Router, Switch } from 'react-router-dom';
 import { CompatRouter } from 'react-router-dom-v5-compat';
 import { LicenseStatus } from 'types/api/licensesV3/getActive';
-import { Userpilot } from 'userpilot';
 import { extractDomain } from 'utils/app';

 import { Home } from './pageComponents';
@@ -84,9 +83,9 @@ function App(): JSX.Element {
 					email,
 					name: displayName,
 					company_name: orgName,
-					tenant_id: hostNameParts[0],
+					deployment_name: hostNameParts[0],
 					data_region: hostNameParts[1],
-					tenant_url: hostname,
+					deployment_url: hostname,
 					company_domain: domain,
 					source: 'signoz-ui',
 					role,
@@ -94,9 +93,9 @@ function App(): JSX.Element {

 				const groupTraits = {
 					name: orgName,
-					tenant_id: hostNameParts[0],
+					deployment_name: hostNameParts[0],
 					data_region: hostNameParts[1],
-					tenant_url: hostname,
+					deployment_url: hostname,
 					company_domain: domain,
 					source: 'signoz-ui',
 				};
@@ -111,37 +110,23 @@ function App(): JSX.Element {
 				if (window && window.Appcues) {
 					window.Appcues.identify(id, {
 						name: displayName,
-
-						tenant_id: hostNameParts[0],
+						deployment_name: hostNameParts[0],
 						data_region: hostNameParts[1],
-						tenant_url: hostname,
+						deployment_url: hostname,
 						company_domain: domain,
-
 						companyName: orgName,
 						email,
 						paidUser: !!trialInfo?.trialConvertedToSubscription,
 					});
 				}

-				Userpilot.identify(email, {
-					email,
-					name: displayName,
-					orgName,
-					tenant_id: hostNameParts[0],
-					data_region: hostNameParts[1],
-					tenant_url: hostname,
-					company_domain: domain,
-					source: 'signoz-ui',
-					isPaidUser: !!trialInfo?.trialConvertedToSubscription,
-				});
-
 				posthog?.identify(id, {
 					email,
 					name: displayName,
 					orgName,
-					tenant_id: hostNameParts[0],
+					deployment_name: hostNameParts[0],
 					data_region: hostNameParts[1],
-					tenant_url: hostname,
+					deployment_url: hostname,
 					company_domain: domain,
 					source: 'signoz-ui',
 					isPaidUser: !!trialInfo?.trialConvertedToSubscription,
@@ -149,9 +134,9 @@ function App(): JSX.Element {

 				posthog?.group('company', orgId, {
 					name: orgName,
-					tenant_id: hostNameParts[0],
+					deployment_name: hostNameParts[0],
 					data_region: hostNameParts[1],
-					tenant_url: hostname,
+					deployment_url: hostname,
 					company_domain: domain,
 					source: 'signoz-ui',
 					isPaidUser: !!trialInfo?.trialConvertedToSubscription,
@@ -228,7 +213,10 @@ function App(): JSX.Element {
 	]);

 	useEffect(() => {
-		if (pathname === ROUTES.ONBOARDING) {
+		if (
+			pathname === ROUTES.ONBOARDING ||
+			pathname.startsWith('/public/dashboard/')
+		) {
 			// eslint-disable-next-line @typescript-eslint/ban-ts-comment
 			// @ts-ignore
 			window.Pylon('hideChatBubble');
@@ -270,11 +258,20 @@ function App(): JSX.Element {
 				!showAddCreditCardModal &&
 				(isCloudUser || isEnterpriseSelfHostedUser)
 			) {
+				const email = user.email || '';
+				const secret = process.env.PYLON_IDENTITY_SECRET || '';
+				let emailHash = '';
+
+				if (email && secret) {
+					emailHash = HmacSHA256(email, Hex.parse(secret)).toString(Hex);
+				}
+
 				window.pylon = {
 					chat_settings: {
 						app_id: process.env.PYLON_APP_ID,
 						email: user.email,
 						name: user.displayName || user.email,
+						email_hash: emailHash,
 					},
 				};
 			}
@@ -308,10 +305,6 @@ function App(): JSX.Element {
 				});
 			}

-			if (process.env.USERPILOT_KEY) {
-				Userpilot.initialize(process.env.USERPILOT_KEY);
-			}
-
 			if (!isSentryInitialized) {
 				Sentry.init({
 					dsn: process.env.SENTRY_DSN,
@@ -371,36 +364,33 @@ function App(): JSX.Element {
 			<ConfigProvider theme={themeConfig}>
 				<Router history={history}>
 					<CompatRouter>
-						<KBarCommandPaletteProvider>
-							<UserpilotRouteTracker />
-							<KBarCommandPalette />
+						<CmdKProvider>
 							<NotificationProvider>
 								<ErrorModalProvider>
+									{isLoggedInState && <CmdKPalette userRole={user.role} />}
 									<PrivateRoute>
 										<ResourceProvider>
 											<QueryBuilderProvider>
 												<DashboardProvider>
 													<KeyboardHotkeysProvider>
-														<AlertRuleProvider>
-															<AppLayout>
-																<PreferenceContextProvider>
-																	<Suspense fallback={<Spinner size="large" tip="Loading..." />}>
-																		<Switch>
-																			{routes.map(({ path, component, exact }) => (
-																				<Route
-																					key={`${path}`}
-																					exact={exact}
-																					path={path}
-																					component={component}
-																				/>
-																			))}
-																			<Route exact path="/" component={Home} />
-																			<Route path="*" component={NotFound} />
-																		</Switch>
-																	</Suspense>
-																</PreferenceContextProvider>
-															</AppLayout>
-														</AlertRuleProvider>
+														<AppLayout>
+															<PreferenceContextProvider>
+																<Suspense fallback={<Spinner size="large" tip="Loading..." />}>
+																	<Switch>
+																		{routes.map(({ path, component, exact }) => (
+																			<Route
+																				key={`${path}`}
+																				exact={exact}
+																				path={path}
+																				component={component}
+																			/>
+																		))}
+																		<Route exact path="/" component={Home} />
+																		<Route path="*" component={NotFound} />
+																	</Switch>
+																</Suspense>
+															</PreferenceContextProvider>
+														</AppLayout>
 													</KeyboardHotkeysProvider>
 												</DashboardProvider>
 											</QueryBuilderProvider>
@@ -408,7 +398,7 @@ function App(): JSX.Element {
 									</PrivateRoute>
 								</ErrorModalProvider>
 							</NotificationProvider>
-						</KBarCommandPaletteProvider>
+						</CmdKProvider>
 					</CompatRouter>
 				</Router>
 			</ConfigProvider>
--- a/frontend/src/AppRoutes/pageComponents.ts
+++ b/frontend/src/AppRoutes/pageComponents.ts
@@ -295,3 +295,10 @@ export const MetricsExplorer = Loadable(
 export const ApiMonitoring = Loadable(
 	() => import(/* webpackChunkName: "ApiMonitoring" */ 'pages/ApiMonitoring'),
 );
+
+export const PublicDashboardPage = Loadable(
+	() =>
+		import(
+			/* webpackChunkName: "Public Dashboard Page" */ 'pages/PublicDashboard'
+		),
+);
--- a/frontend/src/AppRoutes/routes.ts
+++ b/frontend/src/AppRoutes/routes.ts
@@ -34,6 +34,7 @@ import {
 	OrgOnboarding,
 	PasswordReset,
 	PipelinePage,
+	PublicDashboardPage,
 	ServiceMapPage,
 	ServiceMetricsPage,
 	ServicesTablePage,
@@ -169,6 +170,13 @@ const routes: AppRoutes[] = [
 		isPrivate: true,
 		key: 'DASHBOARD',
 	},
+	{
+		path: ROUTES.PUBLIC_DASHBOARD,
+		exact: false,
+		component: PublicDashboardPage,
+		isPrivate: false,
+		key: 'PUBLIC_DASHBOARD',
+	},
 	{
 		path: ROUTES.DASHBOARD_WIDGET,
 		exact: true,
--- a/frontend/src/api/common/logEvent.ts
+++ b/frontend/src/api/common/logEvent.ts
@@ -1,6 +1,8 @@
-import { ApiBaseInstance as axios } from 'api';
+import { LogEventAxiosInstance as axios } from 'api';
+import getLocalStorageApi from 'api/browser/localstorage/get';
 import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
 import { AxiosError } from 'axios';
+import { LOCALSTORAGE } from 'constants/localStorage';
 import { ErrorResponse, SuccessResponse } from 'types/api';
 import { EventSuccessPayloadProps } from 'types/api/events/types';

@@ -11,9 +13,14 @@ const logEvent = async (
 	rateLimited?: boolean,
 ): Promise<SuccessResponse<EventSuccessPayloadProps> | ErrorResponse> => {
 	try {
-		// add tenant_url to attributes
+		// add deployment_url and user_email to attributes
 		const { hostname } = window.location;
-		const updatedAttributes = { ...attributes, tenant_url: hostname };
+		const userEmail = getLocalStorageApi(LOCALSTORAGE.LOGGED_IN_USER_EMAIL);
+		const updatedAttributes = {
+			...attributes,
+			deployment_url: hostname,
+			user_email: userEmail,
+		};
 		const response = await axios.post('/event', {
 			eventName,
 			attributes: updatedAttributes,
--- a/frontend/src/api/dashboard/public/createPublicDashboard.ts
+++ b/frontend/src/api/dashboard/public/createPublicDashboard.ts
@@ -0,0 +1,28 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, 	 SuccessResponseV2 } from 'types/api';
+import { CreatePublicDashboardProps } from 'types/api/dashboard/public/create';
+
+const createPublicDashboard = async (
+	props: CreatePublicDashboardProps,
+): Promise<SuccessResponseV2<CreatePublicDashboardProps>> => {
+
+    const { dashboardId, timeRangeEnabled = false, defaultTimeRange = '30m' } = props;
+
+	try {
+		const response = await axios.post(
+			`/dashboards/${dashboardId}/public`,
+			{ timeRangeEnabled, defaultTimeRange },
+		);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default createPublicDashboard;
--- a/frontend/src/api/dashboard/public/getPublicDashboardData.ts
+++ b/frontend/src/api/dashboard/public/getPublicDashboardData.ts
@@ -0,0 +1,20 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import { GetPublicDashboardDataProps, PayloadProps,PublicDashboardDataProps } from 'types/api/dashboard/public/get';
+
+const getPublicDashboardData = async (props: GetPublicDashboardDataProps): Promise<SuccessResponseV2<PublicDashboardDataProps>> => {
+	try {
+		const response = await axios.get<PayloadProps>(`/public/dashboards/${props.id}`);
+        
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default getPublicDashboardData;
--- a/frontend/src/api/dashboard/public/getPublicDashboardMeta.ts
+++ b/frontend/src/api/dashboard/public/getPublicDashboardMeta.ts
@@ -0,0 +1,20 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import { GetPublicDashboardMetaProps, PayloadProps,PublicDashboardMetaProps } from 'types/api/dashboard/public/getMeta';
+
+const getPublicDashboardMeta = async (props: GetPublicDashboardMetaProps): Promise<SuccessResponseV2<PublicDashboardMetaProps>> => {
+	try {
+		const response = await axios.get<PayloadProps>(`/dashboards/${props.id}/public`);
+        
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default getPublicDashboardMeta;
--- a/frontend/src/api/dashboard/public/getPublicDashboardWidgetData.ts
+++ b/frontend/src/api/dashboard/public/getPublicDashboardWidgetData.ts
@@ -0,0 +1,27 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { MetricRangePayloadV5 } from 'api/v5/v5';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import { GetPublicDashboardWidgetDataProps } from 'types/api/dashboard/public/getWidgetData';
+
+
+const getPublicDashboardWidgetData = async (props: GetPublicDashboardWidgetDataProps): Promise<SuccessResponseV2<MetricRangePayloadV5>> => {
+	try {
+		const response = await axios.get(`/public/dashboards/${props.id}/widgets/${props.index}/query_range`, {
+			params: {
+				startTime: props.startTime,
+				endTime: props.endTime,
+			},
+		});
+        
+		return {
+			httpStatusCode: response.status,
+			data: response.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default getPublicDashboardWidgetData;
--- a/frontend/src/api/dashboard/public/revokePublicDashboardAccess.ts
+++ b/frontend/src/api/dashboard/public/revokePublicDashboardAccess.ts
@@ -0,0 +1,22 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import { PayloadProps,RevokePublicDashboardAccessProps } from 'types/api/dashboard/public/delete';
+
+const revokePublicDashboardAccess = async (
+	props: RevokePublicDashboardAccessProps,
+): Promise<SuccessResponseV2<PayloadProps>> => {
+	try {
+		const response = await axios.delete<PayloadProps>(`/dashboards/${props.id}/public`);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default revokePublicDashboardAccess;
--- a/frontend/src/api/dashboard/public/updatePublicDashboard.ts
+++ b/frontend/src/api/dashboard/public/updatePublicDashboard.ts
@@ -0,0 +1,28 @@
+import axios from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import {  ErrorV2Resp, SuccessResponseV2 } from 'types/api';
+import { UpdatePublicDashboardProps } from 'types/api/dashboard/public/update';
+
+const updatePublicDashboard = async (
+	props: UpdatePublicDashboardProps,
+): Promise<SuccessResponseV2<UpdatePublicDashboardProps>> => {
+
+    const { dashboardId, timeRangeEnabled = false, defaultTimeRange = '30m' } = props;
+
+	try {
+		const response = await axios.put(
+			`/dashboards/${dashboardId}/public`,
+			{ timeRangeEnabled, defaultTimeRange },
+		);
+
+		return {
+			httpStatusCode: response.status,
+			data: response.data.data,
+		};
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
+};
+
+export default updatePublicDashboard;
--- a/frontend/src/api/dynamicVariables/tests/getFieldKeys.test.ts
+++ b/frontend/src/api/dynamicVariables/tests/getFieldKeys.test.ts
@@ -1,13 +1,11 @@
 /* eslint-disable sonarjs/no-duplicate-string */
-import { ApiBaseInstance } from 'api';
+import axios from 'api';

 import { getFieldKeys } from '../getFieldKeys';

 // Mock the API instance
 jest.mock('api', () => ({
-	ApiBaseInstance: {
-		get: jest.fn(),
-	},
+	get: jest.fn(),
 }));

 describe('getFieldKeys API', () => {
@@ -31,33 +29,33 @@ describe('getFieldKeys API', () => {

 	it('should call API with correct parameters when no args provided', async () => {
 		// Mock successful API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce(mockSuccessResponse);
+		(axios.get as jest.Mock).mockResolvedValueOnce(mockSuccessResponse);

 		// Call function with no parameters
 		await getFieldKeys();

 		// Verify API was called correctly with empty params object
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/keys', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/keys', {
 			params: {},
 		});
 	});

 	it('should call API with signal parameter when provided', async () => {
 		// Mock successful API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce(mockSuccessResponse);
+		(axios.get as jest.Mock).mockResolvedValueOnce(mockSuccessResponse);

 		// Call function with signal parameter
 		await getFieldKeys('traces');

 		// Verify API was called with signal parameter
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/keys', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/keys', {
 			params: { signal: 'traces' },
 		});
 	});

 	it('should call API with name parameter when provided', async () => {
 		// Mock successful API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -72,14 +70,14 @@ describe('getFieldKeys API', () => {
 		await getFieldKeys(undefined, 'service');

 		// Verify API was called with name parameter
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/keys', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/keys', {
 			params: { name: 'service' },
 		});
 	});

 	it('should call API with both signal and name when provided', async () => {
 		// Mock successful API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -94,14 +92,14 @@ describe('getFieldKeys API', () => {
 		await getFieldKeys('logs', 'service');

 		// Verify API was called with both parameters
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/keys', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/keys', {
 			params: { signal: 'logs', name: 'service' },
 		});
 	});

 	it('should return properly formatted response', async () => {
 		// Mock API to return our response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce(mockSuccessResponse);
+		(axios.get as jest.Mock).mockResolvedValueOnce(mockSuccessResponse);

 		// Call the function
 		const result = await getFieldKeys('traces');
--- a/frontend/src/api/dynamicVariables/tests/getFieldValues.test.ts
+++ b/frontend/src/api/dynamicVariables/tests/getFieldValues.test.ts
@@ -1,13 +1,11 @@
 /* eslint-disable sonarjs/no-duplicate-string */
-import { ApiBaseInstance } from 'api';
+import axios from 'api';

 import { getFieldValues } from '../getFieldValues';

 // Mock the API instance
 jest.mock('api', () => ({
-	ApiBaseInstance: {
-		get: jest.fn(),
-	},
+	get: jest.fn(),
 }));

 describe('getFieldValues API', () => {
@@ -17,7 +15,7 @@ describe('getFieldValues API', () => {

 	it('should call the API with correct parameters (no options)', async () => {
 		// Mock API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -34,14 +32,14 @@ describe('getFieldValues API', () => {
 		await getFieldValues();

 		// Verify API was called correctly with empty params
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/values', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/values', {
 			params: {},
 		});
 	});

 	it('should call the API with signal parameter', async () => {
 		// Mock API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -58,14 +56,14 @@ describe('getFieldValues API', () => {
 		await getFieldValues('traces');

 		// Verify API was called with signal parameter
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/values', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/values', {
 			params: { signal: 'traces' },
 		});
 	});

 	it('should call the API with name parameter', async () => {
 		// Mock API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -82,14 +80,14 @@ describe('getFieldValues API', () => {
 		await getFieldValues(undefined, 'service.name');

 		// Verify API was called with name parameter
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/values', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/values', {
 			params: { name: 'service.name' },
 		});
 	});

 	it('should call the API with value parameter', async () => {
 		// Mock API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -106,14 +104,14 @@ describe('getFieldValues API', () => {
 		await getFieldValues(undefined, 'service.name', 'front');

 		// Verify API was called with value parameter
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/values', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/values', {
 			params: { name: 'service.name', searchText: 'front' },
 		});
 	});

 	it('should call the API with time range parameters', async () => {
 		// Mock API response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce({
+		(axios.get as jest.Mock).mockResolvedValueOnce({
 			status: 200,
 			data: {
 				status: 'success',
@@ -138,7 +136,7 @@ describe('getFieldValues API', () => {
 		);

 		// Verify API was called with time range parameters (converted to milliseconds)
-		expect(ApiBaseInstance.get).toHaveBeenCalledWith('/fields/values', {
+		expect(axios.get).toHaveBeenCalledWith('/fields/values', {
 			params: {
 				signal: 'logs',
 				name: 'service.name',
@@ -165,7 +163,7 @@ describe('getFieldValues API', () => {
 			},
 		};

-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce(mockResponse);
+		(axios.get as jest.Mock).mockResolvedValueOnce(mockResponse);

 		// Call the function
 		const result = await getFieldValues('traces', 'mixed.values');
@@ -196,7 +194,7 @@ describe('getFieldValues API', () => {
 		};

 		// Mock API to return our response
-		(ApiBaseInstance.get as jest.Mock).mockResolvedValueOnce(mockApiResponse);
+		(axios.get as jest.Mock).mockResolvedValueOnce(mockApiResponse);

 		// Call the function
 		const result = await getFieldValues('traces', 'service.name');
--- a/frontend/src/api/dynamicVariables/getFieldKeys.ts
+++ b/frontend/src/api/dynamicVariables/getFieldKeys.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
 import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
@@ -24,7 +24,7 @@ export const getFieldKeys = async (
 	}

 	try {
-		const response = await ApiBaseInstance.get('/fields/keys', { params });
+		const response = await axios.get('/fields/keys', { params });

 		return {
 			httpStatusCode: response.status,
--- a/frontend/src/api/dynamicVariables/getFieldValues.ts
+++ b/frontend/src/api/dynamicVariables/getFieldValues.ts
@@ -1,5 +1,5 @@
 /* eslint-disable sonarjs/cognitive-complexity */
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
 import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
@@ -47,7 +47,7 @@ export const getFieldValues = async (
 	}

 	try {
-		const response = await ApiBaseInstance.get('/fields/values', { params });
+		const response = await axios.get('/fields/values', { params });

 		// Normalize values from different types (stringValues, boolValues, etc.)
 		if (response.data?.data?.values) {
--- a/frontend/src/api/index.ts
+++ b/frontend/src/api/index.ts
@@ -86,8 +86,9 @@ const interceptorRejected = async (

 			if (
 				response.status === 401 &&
-				// if the session rotate call errors out with 401 or the delete sessions call returns 401 then we do not retry!
+				// if the session rotate call or the create session errors out with 401 or the delete sessions call returns 401 then we do not retry!
 				response.config.url !== '/sessions/rotate' &&
+				response.config.url !== '/sessions/email_password' &&
 				!(
 					response.config.url === '/sessions' && response.config.method === 'delete'
 				)
@@ -199,15 +200,15 @@ ApiV5Instance.interceptors.request.use(interceptorsRequestResponse);
 //

 // axios Base
-export const ApiBaseInstance = axios.create({
+export const LogEventAxiosInstance = axios.create({
 	baseURL: `${ENVIRONMENT.baseURL}${apiV1}`,
 });

-ApiBaseInstance.interceptors.response.use(
+LogEventAxiosInstance.interceptors.response.use(
 	interceptorsResponse,
 	interceptorRejectedBase,
 );
-ApiBaseInstance.interceptors.request.use(interceptorsRequestResponse);
+LogEventAxiosInstance.interceptors.request.use(interceptorsRequestResponse);
 //

 // gateway Api V1
--- a/frontend/src/api/infra/getHostAttributeKeys.ts
+++ b/frontend/src/api/infra/getHostAttributeKeys.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
 import { AxiosError, AxiosResponse } from 'axios';
 import { baseAutoCompleteIdKeysOrder } from 'constants/queryBuilder';
@@ -17,7 +17,7 @@ export const getHostAttributeKeys = async (
 	try {
 		const response: AxiosResponse<{
 			data: IQueryAutocompleteResponse;
-		}> = await ApiBaseInstance.get(
+		}> = await axios.get(
 			`/${entity}/attribute_keys?dataSource=metrics&searchText=${searchText}`,
 			{
 				params: {
--- a/frontend/src/api/messagingQueues/onboarding/getOnboardingStatus.ts
+++ b/frontend/src/api/messagingQueues/onboarding/getOnboardingStatus.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
 import { AxiosError } from 'axios';
 import { SOMETHING_WENT_WRONG } from 'constants/api';
@@ -20,7 +20,7 @@ const getOnboardingStatus = async (props: {
 }): Promise<SuccessResponse<OnboardingStatusResponse> | ErrorResponse> => {
 	const { endpointService, ...rest } = props;
 	try {
-		const response = await ApiBaseInstance.post(
+		const response = await axios.post(
 			`/messaging-queues/kafka/onboarding/${endpointService || 'consumers'}`,
 			rest,
 		);
--- a/frontend/src/api/metrics/getService.ts
+++ b/frontend/src/api/metrics/getService.ts
@@ -1,13 +1,20 @@
-import axios from 'api';
+import { ApiV2Instance } from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp } from 'types/api';
 import { PayloadProps, Props } from 'types/api/metrics/getService';

 const getService = async (props: Props): Promise<PayloadProps> => {
-	const response = await axios.post(`/services`, {
-		start: `${props.start}`,
-		end: `${props.end}`,
-		tags: props.selectedTags,
-	});
-	return response.data;
+	try {
+		const response = await ApiV2Instance.post(`/services`, {
+			start: `${props.start}`,
+			end: `${props.end}`,
+			tags: props.selectedTags,
+		});
+		return response.data.data;
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
+	}
 };

 export default getService;
--- a/frontend/src/api/metrics/getTopOperations.ts
+++ b/frontend/src/api/metrics/getTopOperations.ts
@@ -1,22 +1,27 @@
-import axios from 'api';
+import { ApiV2Instance } from 'api';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { AxiosError } from 'axios';
+import { ErrorV2Resp } from 'types/api';
 import { PayloadProps, Props } from 'types/api/metrics/getTopOperations';

 const getTopOperations = async (props: Props): Promise<PayloadProps> => {
-	const endpoint = props.isEntryPoint
-		? '/service/entry_point_operations'
-		: '/service/top_operations';
+	try {
+		const endpoint = props.isEntryPoint
+			? '/service/entry_point_operations'
+			: '/service/top_operations';

-	const response = await axios.post(endpoint, {
-		start: `${props.start}`,
-		end: `${props.end}`,
-		service: props.service,
-		tags: props.selectedTags,
-	});
+		const response = await ApiV2Instance.post(endpoint, {
+			start: `${props.start}`,
+			end: `${props.end}`,
+			service: props.service,
+			tags: props.selectedTags,
+			limit: 5000,
+		});

-	if (props.isEntryPoint) {
 		return response.data.data;
+	} catch (error) {
+		ErrorResponseHandlerV2(error as AxiosError<ErrorV2Resp>);
 	}
-	return response.data;
 };

 export default getTopOperations;
--- a/frontend/src/api/quickFilters/getCustomFilters.ts
+++ b/frontend/src/api/quickFilters/getCustomFilters.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
 import { AxiosError } from 'axios';
 import { ErrorResponse, SuccessResponse } from 'types/api';
@@ -9,7 +9,7 @@ const getCustomFilters = async (
 ): Promise<SuccessResponse<PayloadProps> | ErrorResponse> => {
 	const { signal } = props;
 	try {
-		const response = await ApiBaseInstance.get(`orgs/me/filters/${signal}`);
+		const response = await axios.get(`/orgs/me/filters/${signal}`);

 		return {
 			statusCode: 200,
--- a/frontend/src/api/quickFilters/updateCustomFilters.ts
+++ b/frontend/src/api/quickFilters/updateCustomFilters.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { AxiosError } from 'axios';
 import { SuccessResponse } from 'types/api';
 import { UpdateCustomFiltersProps } from 'types/api/quickFilters/updateCustomFilters';
@@ -6,7 +6,7 @@ import { UpdateCustomFiltersProps } from 'types/api/quickFilters/updateCustomFil
 const updateCustomFiltersAPI = async (
 	props: UpdateCustomFiltersProps,
 ): Promise<SuccessResponse<void> | AxiosError> =>
-	ApiBaseInstance.put(`orgs/me/filters`, {
+	axios.put(`/orgs/me/filters`, {
 		...props.data,
 	});

--- a/frontend/src/api/thirdPartyApis/listOverview.ts
+++ b/frontend/src/api/thirdPartyApis/listOverview.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
 import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
@@ -9,15 +9,12 @@ const listOverview = async (
 ): Promise<SuccessResponseV2<PayloadProps>> => {
 	const { start, end, show_ip: showIp, filter } = props;
 	try {
-		const response = await ApiBaseInstance.post(
-			`/third-party-apis/overview/list`,
-			{
-				start,
-				end,
-				show_ip: showIp,
-				filter,
-			},
-		);
+		const response = await axios.post(`/third-party-apis/overview/list`, {
+			start,
+			end,
+			show_ip: showIp,
+			filter,
+		});

 		return {
 			httpStatusCode: response.status,
--- a/frontend/src/api/trace/getSpanPercentiles.ts
+++ b/frontend/src/api/trace/getSpanPercentiles.ts
@@ -1,4 +1,4 @@
-import { ApiBaseInstance } from 'api';
+import axios from 'api';
 import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
 import { AxiosError } from 'axios';
 import { ErrorV2Resp, SuccessResponseV2 } from 'types/api';
@@ -11,7 +11,7 @@ const getSpanPercentiles = async (
 	props: GetSpanPercentilesProps,
 ): Promise<SuccessResponseV2<GetSpanPercentilesResponseDataProps>> => {
 	try {
-		const response = await ApiBaseInstance.post('/span_percentile', {
+		const response = await axios.post('/span_percentile', {
 			...props,
 		});

--- a/frontend/src/assets/AlertHistory/ConfigureIcon.tsx
+++ b/frontend/src/assets/AlertHistory/ConfigureIcon.tsx
@@ -1,30 +1,30 @@
 interface ConfigureIconProps {
 	width?: number;
 	height?: number;
-	fill?: string;
+	color?: string;
 }

 function ConfigureIcon({
 	width,
 	height,
-	fill,
+	color,
 }: ConfigureIconProps): JSX.Element {
 	return (
 		<svg
 			xmlns="http://www.w3.org/2000/svg"
 			width={width}
 			height={height}
-			fill={fill}
+			fill="none"
 		>
 			<path
-				stroke="#C0C1C3"
+				stroke={color}
 				strokeLinecap="round"
 				strokeLinejoin="round"
 				strokeWidth="1.333"
 				d="M9.71 4.745a.576.576 0 000 .806l.922.922a.576.576 0 00.806 0l2.171-2.171a3.455 3.455 0 01-4.572 4.572l-3.98 3.98a1.222 1.222 0 11-1.727-1.728l3.98-3.98a3.455 3.455 0 014.572-4.572L9.717 4.739l-.006.006z"
 			/>
 			<path
-				stroke="#C0C1C3"
+				stroke={color}
 				strokeLinecap="round"
 				strokeWidth="1.333"
 				d="M4 7L2.527 5.566a1.333 1.333 0 01-.013-1.898l.81-.81a1.333 1.333 0 011.991.119L5.333 3m5.417 7.988l1.179 1.178m0 0l-.138.138a.833.833 0 00.387 1.397v0a.833.833 0 00.792-.219l.446-.446a.833.833 0 00.176-.917v0a.833.833 0 00-1.355-.261l-.308.308z"
@@ -36,6 +36,6 @@ function ConfigureIcon({
 ConfigureIcon.defaultProps = {
 	width: 16,
 	height: 16,
-	fill: 'none',
+	color: 'currentColor',
 };
 export default ConfigureIcon;
--- a/frontend/src/auto-import-registry.d.ts
+++ b/frontend/src/auto-import-registry.d.ts
@@ -0,0 +1,25 @@
+// -------------------------------------------------------------------------
+// AUTO-GENERATED FILE
+// -------------------------------------------------------------------------
+// This file is generated by scripts/update-registry.js automatically
+// whenever you run 'yarn install' or 'npm install'.
+//
+// It forces VS Code to index these specific packages to fix auto-import
+// performance issues in TypeScript 4.x.
+//
+// PR for reference: https://github.com/SigNoz/signoz/pull/9694
+// -------------------------------------------------------------------------
+
+import '@signozhq/badge';
+import '@signozhq/button';
+import '@signozhq/calendar';
+import '@signozhq/callout';
+import '@signozhq/checkbox';
+import '@signozhq/command';
+import '@signozhq/design-tokens';
+import '@signozhq/input';
+import '@signozhq/popover';
+import '@signozhq/resizable';
+import '@signozhq/sonner';
+import '@signozhq/table';
+import '@signozhq/tooltip';
--- a/frontend/src/components/CustomTimePicker/CustomTimePicker.tsx
+++ b/frontend/src/components/CustomTimePicker/CustomTimePicker.tsx
@@ -62,6 +62,8 @@ interface CustomTimePickerProps {
 	showLiveLogs?: boolean;
 	onGoLive?: () => void;
 	onExitLiveLogs?: () => void;
+	/** When false, hides the "Recently Used" time ranges section */
+	showRecentlyUsed?: boolean;
 }

 function CustomTimePicker({
@@ -81,6 +83,7 @@ function CustomTimePicker({
 	onGoLive,
 	onExitLiveLogs,
 	showLiveLogs,
+	showRecentlyUsed = true,
 }: CustomTimePickerProps): JSX.Element {
 	const [
 		selectedTimePlaceholderValue,
@@ -395,6 +398,7 @@ function CustomTimePicker({
 								setActiveView={setActiveView}
 								setIsOpenedFromFooter={setIsOpenedFromFooter}
 								isOpenedFromFooter={isOpenedFromFooter}
+								showRecentlyUsed={showRecentlyUsed}
 							/>
 						) : (
 							content
@@ -464,4 +468,5 @@ CustomTimePicker.defaultProps = {
 	onCustomTimeStatusUpdate: noop,
 	onExitLiveLogs: noop,
 	showLiveLogs: false,
+	showRecentlyUsed: true,
 };
--- a/frontend/src/components/CustomTimePicker/CustomTimePickerPopoverContent.tsx
+++ b/frontend/src/components/CustomTimePicker/CustomTimePickerPopoverContent.tsx
@@ -47,6 +47,7 @@ interface CustomTimePickerPopoverContentProps {
 	isOpenedFromFooter: boolean;
 	setIsOpenedFromFooter: Dispatch<SetStateAction<boolean>>;
 	onExitLiveLogs: () => void;
+	showRecentlyUsed: boolean;
 }

 interface RecentlyUsedDateTimeRange {
@@ -72,6 +73,7 @@ function CustomTimePickerPopoverContent({
 	isOpenedFromFooter,
 	setIsOpenedFromFooter,
 	onExitLiveLogs,
+	showRecentlyUsed = true,
 }: CustomTimePickerPopoverContentProps): JSX.Element {
 	const { pathname } = useLocation();

@@ -224,33 +226,35 @@ function CustomTimePickerPopoverContent({
 								<div>{getTimeChips(RelativeDurationSuggestionOptions)}</div>
 							</div>

-							<div className="recently-used-container">
-								<div className="time-heading">RECENTLY USED</div>
-								<div className="recently-used-range">
-									{recentlyUsedTimeRanges.map((range: RecentlyUsedDateTimeRange) => (
-										<div
-											className="recently-used-range-item"
-											role="button"
-											tabIndex={0}
-											onKeyDown={(e): void => {
-												if (e.key === 'Enter' || e.key === ' ') {
+							{showRecentlyUsed && (
+								<div className="recently-used-container">
+									<div className="time-heading">RECENTLY USED</div>
+									<div className="recently-used-range">
+										{recentlyUsedTimeRanges.map((range: RecentlyUsedDateTimeRange) => (
+											<div
+												className="recently-used-range-item"
+												role="button"
+												tabIndex={0}
+												onKeyDown={(e): void => {
+													if (e.key === 'Enter' || e.key === ' ') {
+														handleExitLiveLogs();
+														onCustomDateHandler([dayjs(range.from), dayjs(range.to)]);
+														setIsOpen(false);
+													}
+												}}
+												key={range.value}
+												onClick={(): void => {
 													handleExitLiveLogs();
 													onCustomDateHandler([dayjs(range.from), dayjs(range.to)]);
 													setIsOpen(false);
-												}
-											}}
-											key={range.value}
-											onClick={(): void => {
-												handleExitLiveLogs();
-												onCustomDateHandler([dayjs(range.from), dayjs(range.to)]);
-												setIsOpen(false);
-											}}
-										>
-											{range.label}
-										</div>
-									))}
+												}}
+											>
+												{range.label}
+											</div>
+										))}
+									</div>
 								</div>
-							</div>
+							)}
 						</div>
 					)}
 				</div>
--- a/frontend/src/components/Graph/tests/yAxisConfig.test.ts
+++ b/frontend/src/components/Graph/tests/yAxisConfig.test.ts
@@ -1,5 +1,6 @@
 /* eslint-disable sonarjs/no-duplicate-string */
-import { getYAxisFormattedValue, PrecisionOptionsEnum } from '../yAxisConfig';
+import { PrecisionOptionsEnum } from '../types';
+import { getYAxisFormattedValue } from '../yAxisConfig';

 const testFullPrecisionGetYAxisFormattedValue = (
 	value: string,
@@ -232,7 +233,7 @@ describe('getYAxisFormattedValue - units (full precision legacy assertions)', ()
 		).toBe('1%');
 		expect(
 			testFullPrecisionGetYAxisFormattedValue('1.00555555559595876', 'percent'),
-		).toBe('1.005555555595958%');
+		).toBe('1.005555555595959%');
 	});

 	test('ratio', () => {
@@ -359,7 +360,7 @@ describe('getYAxisFormattedValue - precision option tests', () => {
 				's',
 				PrecisionOptionsEnum.FULL,
 			),
-		).toBe('26254299141484417000000 µs');
+		).toBe('26.254299141484417 µs');

 		expect(
 			getYAxisFormattedValue('4353.81', 'ms', PrecisionOptionsEnum.FULL),
--- a/frontend/src/components/Graph/types.ts
+++ b/frontend/src/components/Graph/types.ts
@@ -78,3 +78,18 @@ export interface ITimeRange {
 	minTime: number | null;
 	maxTime: number | null;
 }
+
+export const DEFAULT_SIGNIFICANT_DIGITS = 15;
+
+// max decimals to keep should not exceed 15 decimal places to avoid floating point precision issues
+export const MAX_DECIMALS = 15;
+
+export enum PrecisionOptionsEnum {
+	ZERO = 0,
+	ONE = 1,
+	TWO = 2,
+	THREE = 3,
+	FOUR = 4,
+	FULL = 'full',
+}
+export type PrecisionOption = 0 | 1 | 2 | 3 | 4 | PrecisionOptionsEnum.FULL;
--- a/frontend/src/components/Graph/utils.ts
+++ b/frontend/src/components/Graph/utils.ts
@@ -16,8 +16,12 @@ import {
 } from './Plugin/IntersectionCursor';
 import {
 	CustomChartOptions,
+	DEFAULT_SIGNIFICANT_DIGITS,
 	GraphOnClickHandler,
 	IAxisTimeConfig,
+	MAX_DECIMALS,
+	PrecisionOption,
+	PrecisionOptionsEnum,
 	StaticLineProps,
 } from './types';
 import { getToolTipValue, getYAxisFormattedValue } from './yAxisConfig';
@@ -149,6 +153,7 @@ export const getGraphOptions = (
 	scales: {
 		x: {
 			stacked: isStacked,
+			offset: false,
 			grid: {
 				display: true,
 				color: getGridColor(),
@@ -241,3 +246,68 @@ declare module 'chart.js' {
 		custom: TooltipPositionerFunction<ChartType>;
 	}
 }
+
+/**
+ * Formats a number for display, preserving leading zeros after the decimal point
+ * and showing up to DEFAULT_SIGNIFICANT_DIGITS digits after the first non-zero decimal digit.
+ * It avoids scientific notation and removes unnecessary trailing zeros.
+ *
+ * @example
+ * formatDecimalWithLeadingZeros(1.2345); // "1.2345"
+ * formatDecimalWithLeadingZeros(0.0012345); // "0.0012345"
+ * formatDecimalWithLeadingZeros(5.0); // "5"
+ *
+ * @param value The number to format.
+ * @returns The formatted string.
+ */
+export const formatDecimalWithLeadingZeros = (
+	value: number,
+	precision: PrecisionOption,
+): string => {
+	if (value === 0) {
+		return '0';
+	}
+
+	// Use toLocaleString to get a full decimal representation without scientific notation.
+	const numStr = value.toLocaleString('en-US', {
+		useGrouping: false,
+		maximumFractionDigits: 20,
+	});
+
+	const [integerPart, decimalPart = ''] = numStr.split('.');
+
+	// If there's no decimal part, the integer part is the result.
+	if (!decimalPart) {
+		return integerPart;
+	}
+
+	// Find the index of the first non-zero digit in the decimal part.
+	const firstNonZeroIndex = decimalPart.search(/[^0]/);
+
+	// If the decimal part consists only of zeros, return just the integer part.
+	if (firstNonZeroIndex === -1) {
+		return integerPart;
+	}
+
+	// Determine the number of decimals to keep: leading zeros + up to N significant digits.
+	const significantDigits =
+		precision === PrecisionOptionsEnum.FULL
+			? DEFAULT_SIGNIFICANT_DIGITS
+			: precision;
+	const decimalsToKeep = firstNonZeroIndex + (significantDigits || 0);
+
+	// max decimals to keep should not exceed 15 decimal places to avoid floating point precision issues
+	const finalDecimalsToKeep = Math.min(decimalsToKeep, MAX_DECIMALS);
+	const trimmedDecimalPart = decimalPart.substring(0, finalDecimalsToKeep);
+
+	// If precision is 0, we drop the decimal part entirely.
+	if (precision === 0) {
+		return integerPart;
+	}
+
+	// Remove any trailing zeros from the result to keep it clean.
+	const finalDecimalPart = trimmedDecimalPart.replace(/0+$/, '');
+
+	// Return the integer part, or the integer and decimal parts combined.
+	return finalDecimalPart ? `${integerPart}.${finalDecimalPart}` : integerPart;
+};
--- a/frontend/src/components/Graph/yAxisConfig.ts
+++ b/frontend/src/components/Graph/yAxisConfig.ts
@@ -1,86 +1,17 @@
 /* eslint-disable sonarjs/cognitive-complexity */
 import { formattedValueToString, getValueFormat } from '@grafana/data';
 import * as Sentry from '@sentry/react';
+import { UniversalYAxisUnit } from 'components/YAxisUnitSelector/types';
+import { isUniversalUnit } from 'components/YAxisUnitSelector/utils';
 import { isNaN } from 'lodash-es';

-const DEFAULT_SIGNIFICANT_DIGITS = 15;
-// max decimals to keep should not exceed 15 decimal places to avoid floating point precision issues
-const MAX_DECIMALS = 15;
-
-export enum PrecisionOptionsEnum {
-	ZERO = 0,
-	ONE = 1,
-	TWO = 2,
-	THREE = 3,
-	FOUR = 4,
-	FULL = 'full',
-}
-export type PrecisionOption = 0 | 1 | 2 | 3 | 4 | PrecisionOptionsEnum.FULL;
-
-/**
- * Formats a number for display, preserving leading zeros after the decimal point
- * and showing up to DEFAULT_SIGNIFICANT_DIGITS digits after the first non-zero decimal digit.
- * It avoids scientific notation and removes unnecessary trailing zeros.
- *
- * @example
- * formatDecimalWithLeadingZeros(1.2345); // "1.2345"
- * formatDecimalWithLeadingZeros(0.0012345); // "0.0012345"
- * formatDecimalWithLeadingZeros(5.0); // "5"
- *
- * @param value The number to format.
- * @returns The formatted string.
- */
-const formatDecimalWithLeadingZeros = (
-	value: number,
-	precision: PrecisionOption,
-): string => {
-	if (value === 0) {
-		return '0';
-	}
-
-	// Use toLocaleString to get a full decimal representation without scientific notation.
-	const numStr = value.toLocaleString('en-US', {
-		useGrouping: false,
-		maximumFractionDigits: 20,
-	});
-
-	const [integerPart, decimalPart = ''] = numStr.split('.');
-
-	// If there's no decimal part, the integer part is the result.
-	if (!decimalPart) {
-		return integerPart;
-	}
-
-	// Find the index of the first non-zero digit in the decimal part.
-	const firstNonZeroIndex = decimalPart.search(/[^0]/);
-
-	// If the decimal part consists only of zeros, return just the integer part.
-	if (firstNonZeroIndex === -1) {
-		return integerPart;
-	}
-
-	// Determine the number of decimals to keep: leading zeros + up to N significant digits.
-	const significantDigits =
-		precision === PrecisionOptionsEnum.FULL
-			? DEFAULT_SIGNIFICANT_DIGITS
-			: precision;
-	const decimalsToKeep = firstNonZeroIndex + (significantDigits || 0);
-
-	// max decimals to keep should not exceed 15 decimal places to avoid floating point precision issues
-	const finalDecimalsToKeep = Math.min(decimalsToKeep, MAX_DECIMALS);
-	const trimmedDecimalPart = decimalPart.substring(0, finalDecimalsToKeep);
-
-	// If precision is 0, we drop the decimal part entirely.
-	if (precision === 0) {
-		return integerPart;
-	}
-
-	// Remove any trailing zeros from the result to keep it clean.
-	const finalDecimalPart = trimmedDecimalPart.replace(/0+$/, '');
-
-	// Return the integer part, or the integer and decimal parts combined.
-	return finalDecimalPart ? `${integerPart}.${finalDecimalPart}` : integerPart;
-};
+import { formatUniversalUnit } from '../YAxisUnitSelector/formatter';
+import {
+	DEFAULT_SIGNIFICANT_DIGITS,
+	PrecisionOption,
+	PrecisionOptionsEnum,
+} from './types';
+import { formatDecimalWithLeadingZeros } from './utils';

 /**
 * Formats a Y-axis value based on a given format string.
@@ -101,19 +32,10 @@ export const getYAxisFormattedValue = (
 	if (numValue === Infinity) return '∞';
 	if (numValue === -Infinity) return '-∞';

-	const decimalPlaces = value.split('.')[1]?.length || undefined;
-
-	// Use custom formatter for the 'none' format honoring precision
-	if (format === 'none') {
-		return formatDecimalWithLeadingZeros(numValue, precision);
-	}
-
 	// For all other standard formats, delegate to grafana/data's built-in formatter.
 	const computeDecimals = (): number | undefined => {
 		if (precision === PrecisionOptionsEnum.FULL) {
-			return decimalPlaces && decimalPlaces >= DEFAULT_SIGNIFICANT_DIGITS
-				? decimalPlaces
-				: DEFAULT_SIGNIFICANT_DIGITS;
+			return DEFAULT_SIGNIFICANT_DIGITS;
 		}
 		return precision;
 	};
@@ -130,6 +52,22 @@ export const getYAxisFormattedValue = (
 	};

 	try {
+		// Use custom formatter for the 'none' format honoring precision
+		if (format === 'none') {
+			return formatDecimalWithLeadingZeros(numValue, precision);
+		}
+
+		// Separate logic for universal units// Separate logic for universal units
+		if (format && isUniversalUnit(format)) {
+			const decimals = computeDecimals();
+			return formatUniversalUnit(
+				numValue,
+				format as UniversalYAxisUnit,
+				precision,
+				decimals,
+			);
+		}
+
 		const formatter = getValueFormat(format);
 		const formattedValue = formatter(numValue, computeDecimals(), undefined);
 		if (formattedValue.text && formattedValue.text.includes('.')) {
@@ -138,6 +76,7 @@ export const getYAxisFormattedValue = (
 				precision,
 			);
 		}
+
 		return formattedValueToString(formattedValue);
 	} catch (error) {
 		Sentry.captureEvent({
--- a/frontend/src/components/InputWithLabel/InputWithLabel.styles.scss
+++ b/frontend/src/components/InputWithLabel/InputWithLabel.styles.scss
@@ -37,7 +37,6 @@

 		border-radius: 2px 0px 0px 2px;
 		border: 1px solid var(--bg-slate-400);
-		background: var(--bg-ink-300);

 		border-right: none;
 		border-left: none;
@@ -45,6 +44,12 @@
 		border-bottom-right-radius: 0px;
 		border-top-left-radius: 0px;
 		border-bottom-left-radius: 0px;
+		font-size: 12px !important;
+		line-height: 27px;
+		&::placeholder {
+			color: var(--bg-vanilla-400) !important;
+			font-size: 12px !important;
+		}
 	}

 	.close-btn {
--- a/frontend/src/components/KBarCommandPalette/KBarCommandPalette.scss
+++ b/frontend/src/components/KBarCommandPalette/KBarCommandPalette.scss
@@ -1,152 +0,0 @@
-.kbar-command-palette__positioner {
-	position: fixed;
-	inset: 0;
-	display: flex;
-	align-items: flex-start;
-	justify-content: center;
-	padding: 1rem;
-	background: rgba(0, 0, 0, 0.5);
-	backdrop-filter: blur(6px);
-	z-index: 50;
-}
-
-.kbar-command-palette__animator {
-	width: 100%;
-	max-width: 600px;
-}
-
-.kbar-command-palette__card {
-	background: var(--bg-ink-500);
-	color: var(--text-vanilla-100);
-	border-radius: 3px;
-	box-shadow: 0 10px 30px rgba(0, 0, 0, 0.15);
-	overflow: hidden;
-	display: flex;
-	flex-direction: column;
-}
-
-.kbar-command-palette__search {
-	padding: 12px 16px;
-	font-size: 13px;
-	border: none;
-	border-bottom: 1px solid var(--border-ink-200);
-	color: var(--text-vanilla-100);
-	outline: none;
-	background-color: var(--bg-ink-500);
-}
-
-.kbar-command-palette__section {
-	padding: 8px 16px 4px;
-	font-size: 12px;
-	font-weight: 600;
-	color: var(--text-robin-500);
-	font-family: 'Inter', sans-serif;
-	text-transform: uppercase;
-	letter-spacing: 0.02em;
-}
-
-.kbar-command-palette__item {
-	display: flex;
-	align-items: center;
-	gap: 8px;
-	padding: 10px 16px;
-	font-size: 13px;
-	cursor: pointer;
-	transition: background 0.15s ease;
-}
-
-.kbar-command-palette__item:hover,
-.kbar-command-palette__item--active {
-	background: var(--bg-ink-400);
-}
-
-.kbar-command-palette__icon {
-	flex-shrink: 0;
-	width: 18px;
-	height: 18px;
-	color: #444;
-}
-
-.kbar-command-palette__shortcut {
-	margin-left: auto;
-	display: flex;
-	gap: 4px;
-}
-
-.kbar-command-palette__key {
-	padding: 2px 6px;
-	font-size: 12px;
-	border-radius: 4px;
-	background: var(--bg-ink-300);
-	color: var(--text-vanilla-300);
-	text-transform: uppercase;
-	font-family: 'Space Mono', monospace;
-}
-
-.kbar-command-palette__results-container {
-	div {
-		&::-webkit-scrollbar {
-			width: 0.3rem;
-			height: 0.3rem;
-		}
-
-		&::-webkit-scrollbar-track {
-			background: transparent;
-		}
-
-		&::-webkit-scrollbar-thumb {
-			background: var(--bg-slate-300);
-		}
-
-		&::-webkit-scrollbar-thumb:hover {
-			background: var(--bg-slate-200);
-		}
-	}
-}
-
-.lightMode {
-	.kbar-command-palette__positioner {
-		background: rgba(0, 0, 0, 0.5);
-	}
-
-	.kbar-command-palette__card {
-		background: #fff;
-		box-shadow: 0 10px 30px rgba(0, 0, 0, 0.15);
-	}
-
-	.kbar-command-palette__search {
-		border-bottom: 1px solid #e5e5e5;
-		color: var(--text-ink-500);
-		background-color: var(--bg-vanilla-100);
-	}
-
-	.kbar-command-palette__item {
-		color: var(--text-ink-500);
-	}
-
-	.kbar-command-palette__item:hover,
-	.kbar-command-palette__item--active {
-		background: #f5f5f5;
-	}
-
-	.kbar-command-palette__icon {
-		color: #444;
-	}
-
-	.kbar-command-palette__key {
-		background: #eee;
-		color: #555;
-	}
-
-	.kbar-command-palette__results-container {
-		div {
-			&::-webkit-scrollbar-thumb {
-				background: var(--bg-vanilla-300);
-			}
-
-			&::-webkit-scrollbar-thumb:hover {
-				background: var(--bg-vanilla-300);
-			}
-		}
-	}
-}
--- a/frontend/src/components/KBarCommandPalette/KBarCommandPalette.tsx
+++ b/frontend/src/components/KBarCommandPalette/KBarCommandPalette.tsx
@@ -1,69 +0,0 @@
-import './KBarCommandPalette.scss';
-
-import {
-	KBarAnimator,
-	KBarPortal,
-	KBarPositioner,
-	KBarResults,
-	KBarSearch,
-	useMatches,
-} from 'kbar';
-
-function Results(): JSX.Element {
-	const { results } = useMatches();
-
-	const renderResults = ({
-		item,
-		active,
-	}: {
-		item: any;
-		active: boolean;
-	}): JSX.Element =>
-		typeof item === 'string' ? (
-			<div className="kbar-command-palette__section">{item}</div>
-		) : (
-			<div
-				className={`kbar-command-palette__item ${
-					active ? 'kbar-command-palette__item--active' : ''
-				}`}
-			>
-				{item.icon}
-				<span>{item.name}</span>
-				{item.shortcut?.length ? (
-					<span className="kbar-command-palette__shortcut">
-						{item.shortcut.map((sc: string) => (
-							<kbd key={sc} className="kbar-command-palette__key">
-								{sc}
-							</kbd>
-						))}
-					</span>
-				) : null}
-			</div>
-		);
-
-	return (
-		<div className="kbar-command-palette__results-container">
-			<KBarResults items={results} onRender={renderResults} />
-		</div>
-	);
-}
-
-function KBarCommandPalette(): JSX.Element {
-	return (
-		<KBarPortal>
-			<KBarPositioner className="kbar-command-palette__positioner">
-				<KBarAnimator className="kbar-command-palette__animator">
-					<div className="kbar-command-palette__card">
-						<KBarSearch
-							className="kbar-command-palette__search"
-							placeholder="Search or type a command..."
-						/>
-						<Results />
-					</div>
-				</KBarAnimator>
-			</KBarPositioner>
-		</KBarPortal>
-	);
-}
-
-export default KBarCommandPalette;
--- a/frontend/src/components/Logs/CopyClipboardHOC.tsx
+++ b/frontend/src/components/Logs/CopyClipboardHOC.tsx
@@ -6,6 +6,7 @@ import { useCopyToClipboard } from 'react-use';
 function CopyClipboardHOC({
 	entityKey,
 	textToCopy,
+	tooltipText = 'Copy to clipboard',
 	children,
 }: CopyClipboardHOCProps): JSX.Element {
 	const [value, setCopy] = useCopyToClipboard();
@@ -31,7 +32,7 @@ function CopyClipboardHOC({
 		<span onClick={onClick} role="presentation" tabIndex={-1}>
 			<Popover
 				placement="top"
-				content={<span style={{ fontSize: '0.9rem' }}>Copy to clipboard</span>}
+				content={<span style={{ fontSize: '0.9rem' }}>{tooltipText}</span>}
 			>
 				{children}
 			</Popover>
@@ -42,7 +43,11 @@ function CopyClipboardHOC({
 interface CopyClipboardHOCProps {
 	entityKey: string | undefined;
 	textToCopy: string;
+	tooltipText?: string;
 	children: ReactNode;
 }

 export default CopyClipboardHOC;
+CopyClipboardHOC.defaultProps = {
+	tooltipText: 'Copy to clipboard',
+};
--- a/frontend/src/components/LogsFormatOptionsMenu/LogsFormatOptionsMenu.tsx
+++ b/frontend/src/components/LogsFormatOptionsMenu/LogsFormatOptionsMenu.tsx
@@ -471,11 +471,13 @@ function LogsFormatOptionsMenu({
 			rootClassName="format-options-popover"
 			destroyTooltipOnHide
 		>
-			<Button
-				className="periscope-btn ghost"
-				icon={<Sliders size={14} />}
-				data-testid="periscope-btn-format-options"
-			/>
+			<Tooltip title="Options">
+				<Button
+					className="periscope-btn ghost"
+					icon={<Sliders size={14} />}
+					data-testid="periscope-btn-format-options"
+				/>
+			</Tooltip>
 		</Popover>
 	);
 }
--- a/frontend/src/components/OverflowInputToolTip/OverflowInputToolTip.scss
+++ b/frontend/src/components/OverflowInputToolTip/OverflowInputToolTip.scss
@@ -0,0 +1,16 @@
+.overflow-input {
+	overflow: hidden;
+	white-space: nowrap;
+	text-overflow: ellipsis;
+}
+
+.overflow-input-mirror {
+	position: absolute;
+	visibility: hidden;
+	white-space: pre;
+	pointer-events: none;
+	font: inherit;
+	letter-spacing: inherit;
+	height: 0;
+	overflow: hidden;
+}
--- a/frontend/src/components/OverflowInputToolTip/OverflowInputToolTip.test.tsx
+++ b/frontend/src/components/OverflowInputToolTip/OverflowInputToolTip.test.tsx
@@ -0,0 +1,119 @@
+import { render, screen, userEvent, waitFor, within } from 'tests/test-utils';
+
+import OverflowInputToolTip from './OverflowInputToolTip';
+
+const TOOLTIP_INNER_SELECTOR = '.ant-tooltip-inner';
+// Utility to mock overflow behaviour on inputs / elements.
+// Stubs HTMLElement.prototype.clientWidth, scrollWidth and offsetWidth used by component.
+function mockOverflow(clientWidth: number, scrollWidth: number): void {
+	Object.defineProperty(HTMLElement.prototype, 'clientWidth', {
+		configurable: true,
+		value: clientWidth,
+	});
+	Object.defineProperty(HTMLElement.prototype, 'scrollWidth', {
+		configurable: true,
+		value: scrollWidth,
+	});
+	// mirror.offsetWidth is used to compute mirrorWidth = offsetWidth + 24.
+	// Use clientWidth so the mirror measurement aligns with the mocked client width in tests.
+	Object.defineProperty(HTMLElement.prototype, 'offsetWidth', {
+		configurable: true,
+		value: clientWidth,
+	});
+}
+
+function queryTooltipInner(): HTMLElement | null {
+	// find element that has role="tooltip" (could be the inner itself)
+	const tooltip = document.querySelector<HTMLElement>('[role="tooltip"]');
+	if (!tooltip) return document.querySelector(TOOLTIP_INNER_SELECTOR);
+
+	// if the role element is already the inner, return it; otherwise return its descendant
+	if (tooltip.classList.contains('ant-tooltip-inner')) return tooltip;
+	return (
+		(tooltip.querySelector(TOOLTIP_INNER_SELECTOR) as HTMLElement) ??
+		document.querySelector(TOOLTIP_INNER_SELECTOR)
+	);
+}
+
+describe('OverflowInputToolTip', () => {
+	beforeEach(() => {
+		jest.restoreAllMocks();
+	});
+
+	test('shows tooltip when content overflows and input is clamped at maxAutoWidth', async () => {
+		mockOverflow(150, 250); // clientWidth >= maxAutoWidth (150), scrollWidth > clientWidth
+
+		render(<OverflowInputToolTip value="Very long overflowing text" />);
+
+		await userEvent.hover(screen.getByRole('textbox'));
+
+		await waitFor(() => {
+			expect(queryTooltipInner()).not.toBeNull();
+		});
+
+		const tooltipInner = queryTooltipInner();
+		if (!tooltipInner) throw new Error('Tooltip inner not found');
+		expect(
+			within(tooltipInner).getByText('Very long overflowing text'),
+		).toBeInTheDocument();
+	});
+
+	test('does NOT show tooltip when content does not overflow', async () => {
+		mockOverflow(150, 100); // content fits (scrollWidth <= clientWidth)
+
+		render(<OverflowInputToolTip value="Short text" />);
+
+		await userEvent.hover(screen.getByRole('textbox'));
+
+		await waitFor(() => {
+			expect(queryTooltipInner()).toBeNull();
+		});
+	});
+
+	test('does NOT show tooltip when content overflows but input is NOT at maxAutoWidth', async () => {
+		mockOverflow(100, 250); // clientWidth < maxAutoWidth (150), scrollWidth > clientWidth
+
+		render(<OverflowInputToolTip value="Long but input not clamped" />);
+
+		await userEvent.hover(screen.getByRole('textbox'));
+
+		await waitFor(() => {
+			expect(queryTooltipInner()).toBeNull();
+		});
+	});
+
+	test('uncontrolled input allows typing', async () => {
+		render(<OverflowInputToolTip defaultValue="Init" />);
+
+		const input = screen.getByRole('textbox') as HTMLInputElement;
+		await userEvent.type(input, 'ABC');
+
+		expect(input).toHaveValue('InitABC');
+	});
+
+	test('disabled input never shows tooltip even if overflowing', async () => {
+		mockOverflow(150, 300);
+
+		render(<OverflowInputToolTip value="Overflowing!" disabled />);
+
+		await userEvent.hover(screen.getByRole('textbox'));
+
+		await waitFor(() => {
+			expect(queryTooltipInner()).toBeNull();
+		});
+	});
+
+	test('renders mirror span and input correctly (structural assertions instead of snapshot)', () => {
+		const { container } = render(<OverflowInputToolTip value="Snapshot" />);
+		const mirror = container.querySelector('.overflow-input-mirror');
+		const input = container.querySelector('input') as HTMLInputElement | null;
+
+		expect(mirror).toBeTruthy();
+		expect(mirror?.textContent).toBe('Snapshot');
+		expect(input).toBeTruthy();
+		expect(input?.value).toBe('Snapshot');
+
+		// width should be set inline (component calculates width on mount)
+		expect(input?.getAttribute('style')).toContain('width:');
+	});
+});
--- a/frontend/src/components/OverflowInputToolTip/OverflowInputToolTip.tsx
+++ b/frontend/src/components/OverflowInputToolTip/OverflowInputToolTip.tsx
@@ -0,0 +1,73 @@
+/* eslint-disable react/require-default-props */
+/* eslint-disable react/jsx-props-no-spreading */
+
+import './OverflowInputToolTip.scss';
+
+import { Input, InputProps, InputRef, Tooltip } from 'antd';
+import cx from 'classnames';
+import { useEffect, useRef, useState } from 'react';
+
+export interface OverflowTooltipInputProps extends InputProps {
+	tooltipPlacement?: 'top' | 'bottom' | 'left' | 'right';
+	minAutoWidth?: number;
+	maxAutoWidth?: number;
+}
+
+function OverflowInputToolTip({
+	value,
+	defaultValue,
+	onChange,
+	disabled = false,
+	tooltipPlacement = 'top',
+	className,
+	minAutoWidth = 70,
+	maxAutoWidth = 150,
+	...rest
+}: OverflowTooltipInputProps): JSX.Element {
+	const inputRef = useRef<InputRef>(null);
+	const mirrorRef = useRef<HTMLSpanElement | null>(null);
+	const [isOverflowing, setIsOverflowing] = useState<boolean>(false);
+
+	useEffect(() => {
+		const input = inputRef.current?.input;
+		const mirror = mirrorRef.current;
+		if (!input || !mirror) {
+			setIsOverflowing(false);
+			return;
+		}
+
+		mirror.textContent = String(value ?? '') || ' ';
+		const mirrorWidth = mirror.offsetWidth + 24;
+		const newWidth = Math.min(maxAutoWidth, Math.max(minAutoWidth, mirrorWidth));
+		input.style.width = `${newWidth}px`;
+
+		// consider clamped when mirrorWidth reaches maxAutoWidth (allow -5px tolerance)
+		const isClamped = mirrorWidth >= maxAutoWidth - 5;
+		const overflow = input.scrollWidth > input.clientWidth && isClamped;
+
+		setIsOverflowing(overflow);
+	}, [value, disabled, minAutoWidth, maxAutoWidth]);
+
+	const tooltipTitle = !disabled && isOverflowing ? String(value ?? '') : '';
+
+	return (
+		<>
+			<span ref={mirrorRef} aria-hidden className="overflow-input-mirror" />
+			<Tooltip title={tooltipTitle} placement={tooltipPlacement}>
+				<Input
+					{...rest}
+					value={value}
+					defaultValue={defaultValue}
+					onChange={onChange}
+					disabled={disabled}
+					ref={inputRef}
+					className={cx('overflow-input', className)}
+				/>
+			</Tooltip>
+		</>
+	);
+}
+
+OverflowInputToolTip.displayName = 'OverflowInputToolTip';
+
+export default OverflowInputToolTip;
--- a/frontend/src/components/OverflowInputToolTip/index.tsx
+++ b/frontend/src/components/OverflowInputToolTip/index.tsx
@@ -0,0 +1,3 @@
+import OverflowInputToolTip from './OverflowInputToolTip';
+
+export default OverflowInputToolTip;
--- a/frontend/src/components/QueryBuilderV2/QueryBuilderV2.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryBuilderV2.styles.scss
@@ -251,6 +251,10 @@
 					.ant-input-group-addon {
 						border-top-left-radius: 0px !important;
 						border-top-right-radius: 0px !important;
+						background: var(--bg-ink-300);
+						color: var(--bg-vanilla-400);
+						font-size: 12px;
+						font-weight: 300;
 					}

 					.ant-input {
@@ -296,6 +300,10 @@
 				}
 			}
 			.qb-trace-operator-button-container {
+				display: flex;
+				align-items: center;
+				gap: 8px;
+
 				&-text {
 					display: flex;
 					align-items: center;
--- a/frontend/src/components/QueryBuilderV2/QueryBuilderV2.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryBuilderV2.tsx
@@ -179,6 +179,7 @@ export const QueryBuilderV2 = memo(function QueryBuilderV2({
 							isListViewPanel={isListViewPanel}
 							onSignalSourceChange={onSignalSourceChange || ((): void => {})}
 							signalSourceChangeEnabled={signalSourceChangeEnabled}
+							queriesCount={1}
 						/>
 					) : (
 						currentQuery.builder.queryData.map((query, index) => (
@@ -200,6 +201,7 @@ export const QueryBuilderV2 = memo(function QueryBuilderV2({
 								signalSource={query.source as 'meter' | ''}
 								onSignalSourceChange={onSignalSourceChange || ((): void => {})}
 								signalSourceChangeEnabled={signalSourceChangeEnabled}
+								queriesCount={currentQuery.builder.queryData.length}
 							/>
 						))
 					)}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/MerticsAggregateSection/MetricsAggregateSection.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/MerticsAggregateSection/MetricsAggregateSection.styles.scss
@@ -98,6 +98,13 @@
 					border-radius: 2px;
 					border: 1.005px solid var(--Slate-400, #1d212d);
 					background: var(--Ink-300, #16181d);
+					color: var(--bg-vanilla-400);
+					font-family: 'Geist Mono';
+					font-size: 13px;
+					font-style: normal;
+					font-weight: 400;
+					line-height: 20px;
+					letter-spacing: -0.07px;
 				}

 				.input-with-label {
--- a/frontend/src/components/QueryBuilderV2/QueryV2/MetricsSelect/MetricsSelect.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/MetricsSelect/MetricsSelect.styles.scss
@@ -6,6 +6,15 @@
 	gap: 8px;
 	width: 100%;

+	.ant-select-selection-search-input {
+		font-size: 12px !important;
+		line-height: 27px;
+		&::placeholder {
+			color: var(--bg-vanilla-400) !important;
+			font-size: 12px !important;
+		}
+	}
+
 	.source-selector {
 		width: 120px;
 	}
@@ -22,6 +31,11 @@
 		font-weight: 400;
 		line-height: 20px; /* 142.857% */
 		min-height: 36px;
+
+		.ant-select-selection-placeholder {
+			color: var(--bg-vanilla-400) !important;
+			font-size: 12px !important;
+		}
 	}

 	.ant-select-dropdown {
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAddOns/QueryAddOns.styles.scss
@@ -236,6 +236,10 @@
 					background: var(--bg-ink-100) !important;
 					opacity: 0.5 !important;
 				}
+
+				.cm-activeLine > span {
+					font-size: 12px !important;
+				}
 			}
 		}

@@ -271,6 +275,9 @@

 		box-sizing: border-box;
 		position: relative;
+		.cm-placeholder {
+			font-size: 12px !important;
+		}
 	}
 }

--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryAggregation/QueryAggregation.styles.scss
@@ -20,6 +20,8 @@
 				border-radius: 2px;
 				flex: 1;
 				min-width: 0;
+				font-size: 12px;
+				color: var(--bg-vanilla-400) !important;

 				&.error {
 					.cm-editor {
@@ -231,6 +233,9 @@
 				.query-aggregation-interval-input {
 					input {
 						max-width: 120px;
+						&::placeholder {
+							color: var(--bg-vanilla-400);
+						}
 					}
 				}
 			}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryFooter/QueryFooter.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryFooter/QueryFooter.styles.scss
@@ -0,0 +1,7 @@
+.add-trace-operator-button,
+.add-new-query-button,
+.add-formula-button {
+	border: 1px solid var(--bg-slate-400);
+	background: var(--bg-ink-300);
+	box-shadow: 0px 0px 8px 0px rgba(0, 0, 0, 0.1);
+}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryFooter/QueryFooter.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryFooter/QueryFooter.tsx
@@ -1,7 +1,75 @@
+import './QueryFooter.styles.scss';
+
 /* eslint-disable react/require-default-props */
 import { Button, Tooltip, Typography } from 'antd';
+import WarningPopover from 'components/WarningPopover/WarningPopover';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { DraftingCompass, Plus, Sigma } from 'lucide-react';
 import BetaTag from 'periscope/components/BetaTag/BetaTag';
+import { useMemo } from 'react';
+
+function TraceOperatorSection({
+	addTraceOperator,
+}: {
+	addTraceOperator?: () => void;
+}): JSX.Element {
+	const { currentQuery, panelType } = useQueryBuilder();
+
+	const showTraceOperatorWarning = useMemo(() => {
+		const isListViewPanel =
+			panelType === PANEL_TYPES.LIST || panelType === PANEL_TYPES.TRACE;
+		const hasMultipleQueries = currentQuery.builder.queryData.length > 1;
+		const hasTraceOperator =
+			currentQuery.builder.queryTraceOperator &&
+			currentQuery.builder.queryTraceOperator.length > 0;
+		return isListViewPanel && hasMultipleQueries && !hasTraceOperator;
+	}, [
+		currentQuery?.builder?.queryData,
+		currentQuery?.builder?.queryTraceOperator,
+		panelType,
+	]);
+
+	const traceOperatorWarning = useMemo(() => {
+		if (currentQuery.builder.queryData.length === 0) return '';
+		const firstQuery = currentQuery.builder.queryData[0];
+		return `Currently, you are only seeing results from query ${firstQuery.queryName}. Add a trace operator to combine results of multiple queries.`;
+	}, [currentQuery]);
+	return (
+		<div className="qb-trace-operator-button-container">
+			<Tooltip
+				title={
+					<div style={{ textAlign: 'center' }}>
+						Add Trace Matching
+						<Typography.Link
+							href="https://signoz.io/docs/userguide/query-builder-v5/#multi-query-analysis-trace-operators"
+							target="_blank"
+							style={{ textDecoration: 'underline' }}
+						>
+							{' '}
+							<br />
+							Learn more
+						</Typography.Link>
+					</div>
+				}
+			>
+				<Button
+					className="add-trace-operator-button periscope-btn"
+					icon={<DraftingCompass size={16} />}
+					onClick={(): void => addTraceOperator?.()}
+				>
+					<div className="qb-trace-operator-button-container-text">
+						Add Trace Matching
+						<BetaTag />
+					</div>
+				</Button>
+			</Tooltip>
+			{showTraceOperatorWarning && (
+				<WarningPopover message={traceOperatorWarning} />
+			)}
+		</div>
+	);
+}

 export default function QueryFooter({
 	addNewBuilderQuery,
@@ -22,8 +90,7 @@ export default function QueryFooter({
 				<div className="qb-add-new-query">
 					<Tooltip title={<div style={{ textAlign: 'center' }}>Add New Query</div>}>
 						<Button
-							className="add-new-query-button periscope-btn secondary"
-							type="text"
+							className="add-new-query-button periscope-btn "
 							icon={<Plus size={16} />}
 							onClick={addNewBuilderQuery}
 						/>
@@ -49,7 +116,7 @@ export default function QueryFooter({
 							}
 						>
 							<Button
-								className="add-formula-button periscope-btn secondary"
+								className="add-formula-button periscope-btn "
 								icon={<Sigma size={16} />}
 								onClick={addNewFormula}
 							>
@@ -59,35 +126,7 @@ export default function QueryFooter({
 					</div>
 				)}
 				{showAddTraceOperator && (
-					<div className="qb-trace-operator-button-container">
-						<Tooltip
-							title={
-								<div style={{ textAlign: 'center' }}>
-									Add Trace Matching
-									<Typography.Link
-										href="https://signoz.io/docs/userguide/query-builder-v5/#multi-query-analysis-trace-operators"
-										target="_blank"
-										style={{ textDecoration: 'underline' }}
-									>
-										{' '}
-										<br />
-										Learn more
-									</Typography.Link>
-								</div>
-							}
-						>
-							<Button
-								className="add-trace-operator-button periscope-btn secondary"
-								icon={<DraftingCompass size={16} />}
-								onClick={(): void => addTraceOperator?.()}
-							>
-								<div className="qb-trace-operator-button-container-text">
-									Add Trace Matching
-									<BetaTag />
-								</div>
-							</Button>
-						</Tooltip>
-					</div>
+					<TraceOperatorSection addTraceOperator={addTraceOperator} />
 				)}
 			</div>
 		</div>
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch.tsx
@@ -12,6 +12,7 @@ import {
 	startCompletion,
 } from '@codemirror/autocomplete';
 import { javascript } from '@codemirror/lang-javascript';
+import * as Sentry from '@sentry/react';
 import { Color } from '@signozhq/design-tokens';
 import { copilot } from '@uiw/codemirror-theme-copilot';
 import { githubLight } from '@uiw/codemirror-theme-github';
@@ -79,6 +80,16 @@ const stopEventsExtension = EditorView.domEventHandlers({
 	},
 });

+interface QuerySearchProps {
+	placeholder?: string;
+	onChange: (value: string) => void;
+	queryData: IBuilderQuery;
+	dataSource: DataSource;
+	signalSource?: string;
+	hardcodedAttributeKeys?: QueryKeyDataSuggestionsProps[];
+	onRun?: (query: string) => void;
+}
+
 function QuerySearch({
 	placeholder,
 	onChange,
@@ -87,17 +98,8 @@ function QuerySearch({
 	onRun,
 	signalSource,
 	hardcodedAttributeKeys,
-}: {
-	placeholder?: string;
-	onChange: (value: string) => void;
-	queryData: IBuilderQuery;
-	dataSource: DataSource;
-	signalSource?: string;
-	hardcodedAttributeKeys?: QueryKeyDataSuggestionsProps[];
-	onRun?: (query: string) => void;
-}): JSX.Element {
+}: QuerySearchProps): JSX.Element {
 	const isDarkMode = useIsDarkMode();
-	const [query, setQuery] = useState<string>(queryData.filter?.expression || '');
 	const [valueSuggestions, setValueSuggestions] = useState<any[]>([]);
 	const [activeKey, setActiveKey] = useState<string>('');
 	const [isLoadingSuggestions, setIsLoadingSuggestions] = useState(false);
@@ -107,8 +109,12 @@ function QuerySearch({
 		message: '',
 		errors: [],
 	});
+	const isProgrammaticChangeRef = useRef(false);
+	const [isEditorReady, setIsEditorReady] = useState(false);
+	const [isFocused, setIsFocused] = useState(false);
+	const editorRef = useRef<EditorView | null>(null);

-	const handleQueryValidation = (newQuery: string): void => {
+	const handleQueryValidation = useCallback((newQuery: string): void => {
 		try {
 			const validationResponse = validateQuery(newQuery);
 			setValidation(validationResponse);
@@ -119,29 +125,67 @@ function QuerySearch({
 				errors: [error as IDetailedError],
 			});
 		}
-	};
+	}, []);

-	// Track if the query was changed externally (from queryData) vs internally (user input)
-	const [isExternalQueryChange, setIsExternalQueryChange] = useState(false);
-	const [lastExternalQuery, setLastExternalQuery] = useState<string>('');
+	const getCurrentQuery = useCallback(
+		(): string => editorRef.current?.state.doc.toString() || '',
+		[],
+	);

-	useEffect(() => {
-		const newQuery = queryData.filter?.expression || '';
-		// Only mark as external change if the query actually changed from external source
-		if (newQuery !== lastExternalQuery) {
-			setQuery(newQuery);
-			setIsExternalQueryChange(true);
-			setLastExternalQuery(newQuery);
-		}
-	}, [queryData.filter?.expression, lastExternalQuery]);
+	const updateEditorValue = useCallback(
+		(value: string, options: { skipOnChange?: boolean } = {}): void => {
+			const view = editorRef.current;
+			if (!view) return;

-	// Validate query when it changes externally (from queryData)
-	useEffect(() => {
-		if (isExternalQueryChange && query) {
-			handleQueryValidation(query);
-			setIsExternalQueryChange(false);
-		}
-	}, [isExternalQueryChange, query]);
+			const currentValue = view.state.doc.toString();
+			if (currentValue === value) return;
+
+			if (options.skipOnChange) {
+				isProgrammaticChangeRef.current = true;
+			}
+
+			view.dispatch({
+				changes: {
+					from: 0,
+					to: currentValue.length,
+					insert: value,
+				},
+				selection: {
+					anchor: value.length,
+				},
+			});
+		},
+		[],
+	);
+
+	const handleEditorCreate = useCallback((view: EditorView): void => {
+		editorRef.current = view;
+		setIsEditorReady(true);
+	}, []);
+
+	useEffect(
+		() => {
+			if (!isEditorReady) return;
+
+			const newQuery = queryData.filter?.expression || '';
+			const currentQuery = getCurrentQuery();
+
+			/* eslint-disable-next-line sonarjs/no-collapsible-if */
+			if (newQuery !== currentQuery && !isFocused) {
+				// Prevent clearing a non-empty editor when queryData becomes empty temporarily
+				// Only update if newQuery has a value, or if both are empty (initial state)
+				if (newQuery || !currentQuery) {
+					updateEditorValue(newQuery, { skipOnChange: true });
+
+					if (newQuery) {
+						handleQueryValidation(newQuery);
+					}
+				}
+			}
+		},
+		// eslint-disable-next-line react-hooks/exhaustive-deps
+		[isEditorReady, queryData.filter?.expression, isFocused],
+	);

 	const [keySuggestions, setKeySuggestions] = useState<
 		QueryKeyDataSuggestionsProps[] | null
@@ -150,7 +194,6 @@ function QuerySearch({
 	const [showExamples] = useState(false);

 	const [cursorPos, setCursorPos] = useState({ line: 0, ch: 0 });
-	const [isFocused, setIsFocused] = useState(false);

 	const [
 		isFetchingCompleteValuesList,
@@ -159,8 +202,6 @@ function QuerySearch({

 	const lastPosRef = useRef<{ line: number; ch: number }>({ line: 0, ch: 0 });

-	// Reference to the editor view for programmatic autocompletion
-	const editorRef = useRef<EditorView | null>(null);
 	const lastKeyRef = useRef<string>('');
 	const lastFetchedKeyRef = useRef<string>('');
 	const lastValueRef = useRef<string>('');
@@ -506,6 +547,7 @@ function QuerySearch({

 		if (!editorRef.current) {
 			editorRef.current = viewUpdate.view;
+			setIsEditorReady(true);
 		}

 		const selection = viewUpdate.view.state.selection.main;
@@ -521,7 +563,15 @@ function QuerySearch({
 		const lastPos = lastPosRef.current;

 		if (newPos.line !== lastPos.line || newPos.ch !== lastPos.ch) {
-			setCursorPos(newPos);
+			setCursorPos((lastPos) => {
+				if (newPos.ch !== lastPos.ch && newPos.ch === 0) {
+					Sentry.captureEvent({
+						message: `Cursor jumped to start of line from ${lastPos.ch} to ${newPos.ch}`,
+						level: 'warning',
+					});
+				}
+				return newPos;
+			});
 			lastPosRef.current = newPos;

 			if (doc) {
@@ -554,16 +604,17 @@ function QuerySearch({
 	}, []);

 	const handleChange = (value: string): void => {
-		setQuery(value);
+		if (isProgrammaticChangeRef.current) {
+			isProgrammaticChangeRef.current = false;
+			return;
+		}
+
 		onChange(value);
-		// Mark as internal change to avoid triggering external validation
-		setIsExternalQueryChange(false);
-		// Update lastExternalQuery to prevent external validation trigger
-		setLastExternalQuery(value);
 	};

 	const handleBlur = (): void => {
-		handleQueryValidation(query);
+		const currentQuery = getCurrentQuery();
+		handleQueryValidation(currentQuery);
 		setIsFocused(false);
 	};

@@ -582,12 +633,11 @@ function QuerySearch({

 	const handleExampleClick = (exampleQuery: string): void => {
 		// If there's an existing query, append the example with AND
-		const newQuery = query ? `${query} AND ${exampleQuery}` : exampleQuery;
-		setQuery(newQuery);
-		// Mark as internal change to avoid triggering external validation
-		setIsExternalQueryChange(false);
-		// Update lastExternalQuery to prevent external validation trigger
-		setLastExternalQuery(newQuery);
+		const currentQuery = getCurrentQuery();
+		const newQuery = currentQuery
+			? `${currentQuery} AND ${exampleQuery}`
+			: exampleQuery;
+		updateEditorValue(newQuery);
 	};

 	// Helper function to render a badge for the current context mode
@@ -622,8 +672,10 @@ function QuerySearch({
 		const word = context.matchBefore(/[a-zA-Z0-9_.:/?&=#%\-\[\]]*/);
 		if (word?.from === word?.to && !context.explicit) return null;

+		// Get current query from editor
+		const currentQuery = editorRef.current?.state.doc.toString() || '';
 		// Get the query context at the cursor position
-		const queryContext = getQueryContextAtCursor(query, cursorPos.ch);
+		const queryContext = getQueryContextAtCursor(currentQuery, cursorPos.ch);

 		// Define autocomplete options based on the context
 		let options: {
@@ -1119,7 +1171,8 @@ function QuerySearch({

 		if (queryContext.isInParenthesis) {
 			// Different suggestions based on the context within parenthesis or bracket
-			const curChar = query.charAt(cursorPos.ch - 1) || '';
+			const currentQuery = editorRef.current?.state.doc.toString() || '';
+			const curChar = currentQuery.charAt(cursorPos.ch - 1) || '';

 			if (curChar === '(' || curChar === '[') {
 				// Right after opening parenthesis/bracket
@@ -1268,7 +1321,7 @@ function QuerySearch({
 						style={{
 							position: 'absolute',
 							top: 8,
-							right: validation.isValid === false && query ? 40 : 8, // Move left when error shown
+							right: validation.isValid === false && getCurrentQuery() ? 40 : 8, // Move left when error shown
 							cursor: 'help',
 							zIndex: 10,
 							transition: 'right 0.2s ease',
@@ -1289,10 +1342,10 @@ function QuerySearch({
 				</Tooltip>

 				<CodeMirror
-					value={query}
 					theme={isDarkMode ? copilot : githubLight}
 					onChange={handleChange}
 					onUpdate={handleUpdate}
+					onCreateEditor={handleEditorCreate}
 					className={cx('query-where-clause-editor', {
 						isValid: validation.isValid === true,
 						hasErrors: validation.errors.length > 0,
@@ -1330,7 +1383,7 @@ function QuerySearch({
 									// Mod-Enter is usually Ctrl-Enter or Cmd-Enter based on OS
 									run: (): boolean => {
 										if (onRun && typeof onRun === 'function') {
-											onRun(query);
+											onRun(getCurrentQuery());
 										} else {
 											handleRunQuery();
 										}
@@ -1356,7 +1409,7 @@ function QuerySearch({
 					onBlur={handleBlur}
 				/>

-				{query && validation.isValid === false && !isFocused && (
+				{getCurrentQuery() && validation.isValid === false && !isFocused && (
 					<div
 						className={cx('query-status-container', {
 							hasErrors: validation.errors.length > 0,
--- a/frontend/src/components/QueryBuilderV2/QueryV2/QueryV2.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/QueryV2.tsx
@@ -9,7 +9,13 @@ import SpanScopeSelector from 'container/QueryBuilder/filters/QueryBuilderSearch
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
 import { Copy, Ellipsis, Trash } from 'lucide-react';
-import { memo, useCallback, useMemo, useState } from 'react';
+import {
+	ForwardedRef,
+	forwardRef,
+	useCallback,
+	useMemo,
+	useState,
+} from 'react';
 import { IBuilderQuery } from 'types/api/queryBuilder/queryBuilderData';
 import { HandleChangeQueryDataV5 } from 'types/common/operations.types';
 import { DataSource } from 'types/common/queryBuilder';
@@ -20,26 +26,29 @@ import QueryAddOns from './QueryAddOns/QueryAddOns';
 import QueryAggregation from './QueryAggregation/QueryAggregation';
 import QuerySearch from './QuerySearch/QuerySearch';

-export const QueryV2 = memo(function QueryV2({
-	ref,
-	index,
-	queryVariant,
-	query,
-	filterConfigs,
-	isListViewPanel = false,
-	showTraceOperator = false,
-	hasTraceOperator = false,
-	version,
-	showOnlyWhereClause = false,
-	signalSource = '',
-	isMultiQueryAllowed = false,
-	onSignalSourceChange,
-	signalSourceChangeEnabled = false,
-}: QueryProps & {
-	ref: React.RefObject<HTMLDivElement>;
-	onSignalSourceChange: (value: string) => void;
-	signalSourceChangeEnabled: boolean;
-}): JSX.Element {
+export const QueryV2 = forwardRef(function QueryV2(
+	{
+		index,
+		queryVariant,
+		query,
+		filterConfigs,
+		isListViewPanel = false,
+		showTraceOperator = false,
+		hasTraceOperator = false,
+		version,
+		showOnlyWhereClause = false,
+		signalSource = '',
+		isMultiQueryAllowed = false,
+		onSignalSourceChange,
+		signalSourceChangeEnabled = false,
+		queriesCount = 1,
+	}: QueryProps & {
+		onSignalSourceChange: (value: string) => void;
+		signalSourceChangeEnabled: boolean;
+		queriesCount: number;
+	},
+	ref: ForwardedRef<HTMLDivElement>,
+): JSX.Element {
 	const { cloneQuery, panelType } = useQueryBuilder();

 	const showFunctions = query?.functions?.length > 0;
@@ -192,12 +201,16 @@ export const QueryV2 = memo(function QueryV2({
 												icon: <Copy size={14} />,
 												onClick: handleCloneEntity,
 											},
-											{
-												label: 'Delete',
-												key: 'delete-query',
-												icon: <Trash size={14} />,
-												onClick: handleDeleteQuery,
-											},
+											...(queriesCount && queriesCount > 1
+												? [
+														{
+															label: 'Delete',
+															key: 'delete-query',
+															icon: <Trash size={14} />,
+															onClick: handleDeleteQuery,
+														},
+												  ]
+												: []),
 										],
 									}}
 									placement="bottomRight"
@@ -289,3 +302,5 @@ export const QueryV2 = memo(function QueryV2({
 		</div>
 	);
 });
+
+QueryV2.displayName = 'QueryV2';
--- a/frontend/src/components/QueryBuilderV2/QueryV2/TraceOperator/TraceOperator.styles.scss
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/TraceOperator/TraceOperator.styles.scss
@@ -92,6 +92,9 @@

 		.qb-trace-operator-editor-container {
 			flex: 1;
+			.cm-activeLine > span {
+				font-size: 12px;
+			}
 		}

 		&.arrow-left {
@@ -113,6 +116,8 @@
 			text-overflow: ellipsis;
 			padding: 0px 8px;
 			border-right: 1px solid var(--bg-slate-400);
+			font-size: 12px;
+			font-weight: 300;
 		}
 	}
 }
--- a/frontend/src/components/QueryBuilderV2/QueryV2/TraceOperator/TraceOperator.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/TraceOperator/TraceOperator.tsx
@@ -68,7 +68,7 @@ export default function TraceOperator({
 						!isListViewPanel && 'qb-trace-operator-arrow',
 					)}
 				>
-					<Typography.Text className="label">TRACE OPERATOR</Typography.Text>
+					<Typography.Text className="label">Trace Operator</Typography.Text>
 					<div className="qb-trace-operator-editor-container">
 						<TraceOperatorEditor
 							value={traceOperator?.expression || ''}
--- a/frontend/src/components/QueryBuilderV2/QueryV2/tests/QuerySearch.test.tsx
+++ b/frontend/src/components/QueryBuilderV2/QueryV2/tests/QuerySearch.test.tsx
@@ -5,13 +5,85 @@ import { getKeySuggestions } from 'api/querySuggestions/getKeySuggestions';
 import { getValueSuggestions } from 'api/querySuggestions/getValueSuggestion';
 import { initialQueriesMap } from 'constants/queryBuilder';
 import * as UseQBModule from 'hooks/queryBuilder/useQueryBuilder';
-import React from 'react';
-import { render, screen, userEvent, waitFor } from 'tests/test-utils';
+import { fireEvent, render, userEvent, waitFor } from 'tests/test-utils';
 import type { QueryKeyDataSuggestionsProps } from 'types/api/querySuggestions/types';
 import { DataSource } from 'types/common/queryBuilder';

 import QuerySearch from '../QuerySearch/QuerySearch';

+const CM_EDITOR_SELECTOR = '.cm-editor .cm-content';
+
+// Mock DOM APIs that CodeMirror needs
+beforeAll(() => {
+	// Mock getClientRects and getBoundingClientRect for Range objects
+	const mockRect: DOMRect = {
+		width: 100,
+		height: 20,
+		top: 0,
+		left: 0,
+		right: 100,
+		bottom: 20,
+		x: 0,
+		y: 0,
+		toJSON: (): DOMRect => mockRect,
+	} as DOMRect;
+
+	// Create a minimal Range mock with only what CodeMirror actually uses
+	const createMockRange = (): Range => {
+		let startContainer: Node = document.createTextNode('');
+		let endContainer: Node = document.createTextNode('');
+		let startOffset = 0;
+		let endOffset = 0;
+
+		const mockRange = {
+			// CodeMirror uses these for text measurement
+			getClientRects: (): DOMRectList =>
+				(({
+					length: 1,
+					item: (index: number): DOMRect | null => (index === 0 ? mockRect : null),
+					0: mockRect,
+					*[Symbol.iterator](): Generator<DOMRect> {
+						yield mockRect;
+					},
+				} as unknown) as DOMRectList),
+			getBoundingClientRect: (): DOMRect => mockRect,
+			// CodeMirror calls these to set up text ranges
+			setStart: (node: Node, offset: number): void => {
+				startContainer = node;
+				startOffset = offset;
+			},
+			setEnd: (node: Node, offset: number): void => {
+				endContainer = node;
+				endOffset = offset;
+			},
+			// Minimal Range properties (TypeScript requires these)
+			get startContainer(): Node {
+				return startContainer;
+			},
+			get endContainer(): Node {
+				return endContainer;
+			},
+			get startOffset(): number {
+				return startOffset;
+			},
+			get endOffset(): number {
+				return endOffset;
+			},
+			get collapsed(): boolean {
+				return startContainer === endContainer && startOffset === endOffset;
+			},
+			commonAncestorContainer: document.body,
+		};
+		return (mockRange as unknown) as Range;
+	};
+
+	// Mock document.createRange to return a new Range instance each time
+	document.createRange = (): Range => createMockRange();
+
+	// Mock getBoundingClientRect for elements
+	Element.prototype.getBoundingClientRect = (): DOMRect => mockRect;
+});
+
 jest.mock('hooks/useDarkMode', () => ({
 	useIsDarkMode: (): boolean => false,
 }));
@@ -31,24 +103,6 @@ jest.mock('hooks/queryBuilder/useQueryBuilder', () => {
 	};
 });

-jest.mock('@codemirror/autocomplete', () => ({
-	autocompletion: (): Record<string, unknown> => ({}),
-	closeCompletion: (): boolean => true,
-	completionKeymap: [] as unknown[],
-	startCompletion: (): boolean => true,
-}));
-
-jest.mock('@codemirror/lang-javascript', () => ({
-	javascript: (): Record<string, unknown> => ({}),
-}));
-
-jest.mock('@uiw/codemirror-theme-copilot', () => ({
-	copilot: {},
-}));
-
-jest.mock('@uiw/codemirror-theme-github', () => ({
-	githubLight: {},
-}));
 jest.mock('api/querySuggestions/getKeySuggestions', () => ({
 	getKeySuggestions: jest.fn().mockResolvedValue({
 		data: {
@@ -63,153 +117,19 @@ jest.mock('api/querySuggestions/getValueSuggestion', () => ({
 	}),
 }));

-// Mock CodeMirror to a simple textarea to make it testable and call onUpdate
-jest.mock(
-	'@uiw/react-codemirror',
-	(): Record<string, unknown> => {
-		// Minimal EditorView shape used by the component
-		class EditorViewMock {}
-		(EditorViewMock as any).domEventHandlers = (): unknown => ({} as unknown);
-		(EditorViewMock as any).lineWrapping = {} as unknown;
-		(EditorViewMock as any).editable = { of: () => ({}) } as unknown;
+// Note: We're NOT mocking CodeMirror here - using the real component
+// This provides integration testing with the actual CodeMirror editor

-		const keymap = { of: (arr: unknown) => arr } as unknown;
-		const Prec = { highest: (ext: unknown) => ext } as unknown;
-
-		type CodeMirrorProps = {
-			value?: string;
-			onChange?: (v: string) => void;
-			onFocus?: () => void;
-			onBlur?: () => void;
-			placeholder?: string;
-			onCreateEditor?: (view: unknown) => unknown;
-			onUpdate?: (arg: {
-				view: {
-					state: {
-						selection: { main: { head: number } };
-						doc: {
-							toString: () => string;
-							lineAt: (
-								_pos: number,
-							) => { number: number; from: number; to: number; text: string };
-						};
-					};
-				};
-			}) => void;
-			'data-testid'?: string;
-			extensions?: unknown[];
-		};
-
-		function CodeMirrorMock({
-			value,
-			onChange,
-			onFocus,
-			onBlur,
-			placeholder,
-			onCreateEditor,
-			onUpdate,
-			'data-testid': dataTestId,
-			extensions,
-		}: CodeMirrorProps): JSX.Element {
-			const [localValue, setLocalValue] = React.useState<string>(value ?? '');
-
-			// Provide a fake editor instance
-			React.useEffect(() => {
-				if (onCreateEditor) {
-					onCreateEditor(new EditorViewMock() as any);
-				}
-				// eslint-disable-next-line react-hooks/exhaustive-deps
-			}, []);
-
-			// Call onUpdate whenever localValue changes to simulate cursor and doc
-			React.useEffect(() => {
-				if (onUpdate) {
-					const text = String(localValue ?? '');
-					const head = text.length;
-					onUpdate({
-						view: {
-							state: {
-								selection: { main: { head } },
-								doc: {
-									toString: (): string => text,
-									lineAt: () => ({
-										number: 1,
-										from: 0,
-										to: text.length,
-										text,
-									}),
-								},
-							},
-						},
-					});
-				}
-				// eslint-disable-next-line react-hooks/exhaustive-deps
-			}, [localValue]);
-
-			const handleKeyDown = (
-				e: React.KeyboardEvent<HTMLTextAreaElement>,
-			): void => {
-				const isModEnter = e.key === 'Enter' && (e.metaKey || e.ctrlKey);
-				if (!isModEnter) return;
-				const exts: unknown[] = Array.isArray(extensions) ? extensions : [];
-				const flat: unknown[] = exts.flatMap((x: unknown) =>
-					Array.isArray(x) ? x : [x],
-				);
-				const keyBindings = flat.filter(
-					(x) =>
-						Boolean(x) &&
-						typeof x === 'object' &&
-						'key' in (x as Record<string, unknown>),
-				) as Array<{ key?: string; run?: () => boolean | void }>;
-				keyBindings
-					.filter((b) => b.key === 'Mod-Enter' && typeof b.run === 'function')
-					.forEach((b) => {
-						// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
-						b.run!();
-					});
-			};
-
-			return (
-				<textarea
-					data-testid={dataTestId || 'query-where-clause-editor'}
-					placeholder={placeholder}
-					value={localValue}
-					onChange={(e): void => {
-						setLocalValue(e.target.value);
-						if (onChange) {
-							onChange(e.target.value);
-						}
-					}}
-					onFocus={onFocus}
-					onBlur={onBlur}
-					onKeyDown={handleKeyDown}
-					style={{ width: '100%', minHeight: 80 }}
-				/>
-			);
-		}
-
-		return {
-			__esModule: true,
-			default: CodeMirrorMock,
-			EditorView: EditorViewMock,
-			keymap,
-			Prec,
-		};
-	},
-);
 const handleRunQueryMock = ((UseQBModule as unknown) as {
 	handleRunQuery: jest.MockedFunction<() => void>;
 }).handleRunQuery;

-const PLACEHOLDER_TEXT =
-	"Enter your filter query (e.g., http.status_code >= 500 AND service.name = 'frontend')";
-const TESTID_EDITOR = 'query-where-clause-editor';
 const SAMPLE_KEY_TYPING = 'http.';
-const SAMPLE_VALUE_TYPING_INCOMPLETE = " service.name = '";
-const SAMPLE_VALUE_TYPING_COMPLETE = " service.name = 'frontend'";
-const SAMPLE_STATUS_QUERY = " status_code = '200'";
+const SAMPLE_VALUE_TYPING_INCOMPLETE = "service.name = '";
+const SAMPLE_VALUE_TYPING_COMPLETE = "service.name = 'frontend'";
+const SAMPLE_STATUS_QUERY = "http.status_code = '200'";

-describe('QuerySearch', () => {
+describe('QuerySearch (Integration with Real CodeMirror)', () => {
 	it('renders with placeholder', () => {
 		render(
 			<QuerySearch
@@ -219,21 +139,19 @@ describe('QuerySearch', () => {
 			/>,
 		);

-		expect(screen.getByPlaceholderText(PLACEHOLDER_TEXT)).toBeInTheDocument();
+		// CodeMirror renders a contenteditable div, so we check for the container
+		const editorContainer = document.querySelector('.query-where-clause-editor');
+		expect(editorContainer).toBeInTheDocument();
 	});

 	it('fetches key suggestions when typing a key (debounced)', async () => {
-		jest.useFakeTimers();
-		const advance = (ms: number): void => {
-			jest.advanceTimersByTime(ms);
-		};
-		const user = userEvent.setup({
-			advanceTimers: advance,
-			pointerEventsCheck: 0,
-		});
+		// Use real timers for CodeMirror integration tests
 		const mockedGetKeys = getKeySuggestions as jest.MockedFunction<
 			typeof getKeySuggestions
 		>;
+		mockedGetKeys.mockClear();
+
+		const user = userEvent.setup({ pointerEventsCheck: 0 });

 		render(
 			<QuerySearch
@@ -243,28 +161,33 @@ describe('QuerySearch', () => {
 			/>,
 		);

-		const editor = screen.getByTestId(TESTID_EDITOR);
-		await user.type(editor, SAMPLE_KEY_TYPING);
-		advance(1000);
-
-		await waitFor(() => expect(mockedGetKeys).toHaveBeenCalled(), {
-			timeout: 3000,
+		// Wait for CodeMirror to initialize
+		await waitFor(() => {
+			const editor = document.querySelector(CM_EDITOR_SELECTOR);
+			expect(editor).toBeInTheDocument();
+		});
+
+		// Find the CodeMirror editor contenteditable element
+		const editor = document.querySelector(CM_EDITOR_SELECTOR) as HTMLElement;
+
+		// Focus and type into the editor
+		await user.click(editor);
+		await user.type(editor, SAMPLE_KEY_TYPING);
+
+		// Wait for debounced API call (300ms debounce + some buffer)
+		await waitFor(() => expect(mockedGetKeys).toHaveBeenCalled(), {
+			timeout: 2000,
 		});
-		jest.useRealTimers();
 	});

 	it('fetches value suggestions when editing value context', async () => {
-		jest.useFakeTimers();
-		const advance = (ms: number): void => {
-			jest.advanceTimersByTime(ms);
-		};
-		const user = userEvent.setup({
-			advanceTimers: advance,
-			pointerEventsCheck: 0,
-		});
+		// Use real timers for CodeMirror integration tests
 		const mockedGetValues = getValueSuggestions as jest.MockedFunction<
 			typeof getValueSuggestions
 		>;
+		mockedGetValues.mockClear();
+
+		const user = userEvent.setup({ pointerEventsCheck: 0 });

 		render(
 			<QuerySearch
@@ -274,21 +197,28 @@ describe('QuerySearch', () => {
 			/>,
 		);

-		const editor = screen.getByTestId(TESTID_EDITOR);
-		await user.type(editor, SAMPLE_VALUE_TYPING_INCOMPLETE);
-		advance(1000);
-
-		await waitFor(() => expect(mockedGetValues).toHaveBeenCalled(), {
-			timeout: 3000,
+		// Wait for CodeMirror to initialize
+		await waitFor(() => {
+			const editor = document.querySelector(CM_EDITOR_SELECTOR);
+			expect(editor).toBeInTheDocument();
+		});
+
+		const editor = document.querySelector(CM_EDITOR_SELECTOR) as HTMLElement;
+		await user.click(editor);
+		await user.type(editor, SAMPLE_VALUE_TYPING_INCOMPLETE);
+
+		// Wait for debounced API call (300ms debounce + some buffer)
+		await waitFor(() => expect(mockedGetValues).toHaveBeenCalled(), {
+			timeout: 2000,
 		});
-		jest.useRealTimers();
 	});

 	it('fetches key suggestions on mount for LOGS', async () => {
-		jest.useFakeTimers();
+		// Use real timers for CodeMirror integration tests
 		const mockedGetKeysOnMount = getKeySuggestions as jest.MockedFunction<
 			typeof getKeySuggestions
 		>;
+		mockedGetKeysOnMount.mockClear();

 		render(
 			<QuerySearch
@@ -298,17 +228,15 @@ describe('QuerySearch', () => {
 			/>,
 		);

-		jest.advanceTimersByTime(1000);
-
+		// Wait for debounced API call (300ms debounce + some buffer)
 		await waitFor(() => expect(mockedGetKeysOnMount).toHaveBeenCalled(), {
-			timeout: 3000,
+			timeout: 2000,
 		});

 		const lastArgs = mockedGetKeysOnMount.mock.calls[
 			mockedGetKeysOnMount.mock.calls.length - 1
 		]?.[0] as { signal: unknown; searchText: string };
 		expect(lastArgs).toMatchObject({ signal: DataSource.LOGS, searchText: '' });
-		jest.useRealTimers();
 	});

 	it('calls provided onRun on Mod-Enter', async () => {
@@ -324,12 +252,26 @@ describe('QuerySearch', () => {
 			/>,
 		);

-		const editor = screen.getByTestId(TESTID_EDITOR);
+		// Wait for CodeMirror to initialize
+		await waitFor(() => {
+			const editor = document.querySelector(CM_EDITOR_SELECTOR);
+			expect(editor).toBeInTheDocument();
+		});
+
+		const editor = document.querySelector(CM_EDITOR_SELECTOR) as HTMLElement;
 		await user.click(editor);
 		await user.type(editor, SAMPLE_STATUS_QUERY);
-		await user.keyboard('{Meta>}{Enter}{/Meta}');

-		await waitFor(() => expect(onRun).toHaveBeenCalled());
+		// Use fireEvent for keyboard shortcuts as userEvent might not work well with CodeMirror
+		const modKey = navigator.platform.includes('Mac') ? 'metaKey' : 'ctrlKey';
+		fireEvent.keyDown(editor, {
+			key: 'Enter',
+			code: 'Enter',
+			[modKey]: true,
+			keyCode: 13,
+		});
+
+		await waitFor(() => expect(onRun).toHaveBeenCalled(), { timeout: 2000 });
 	});

 	it('calls handleRunQuery when Mod-Enter without onRun', async () => {
@@ -348,11 +290,62 @@ describe('QuerySearch', () => {
 			/>,
 		);

-		const editor = screen.getByTestId(TESTID_EDITOR);
+		// Wait for CodeMirror to initialize
+		await waitFor(() => {
+			const editor = document.querySelector(CM_EDITOR_SELECTOR);
+			expect(editor).toBeInTheDocument();
+		});
+
+		const editor = document.querySelector(CM_EDITOR_SELECTOR) as HTMLElement;
 		await user.click(editor);
 		await user.type(editor, SAMPLE_VALUE_TYPING_COMPLETE);
-		await user.keyboard('{Meta>}{Enter}{/Meta}');

-		await waitFor(() => expect(mockedHandleRunQuery).toHaveBeenCalled());
+		// Use fireEvent for keyboard shortcuts as userEvent might not work well with CodeMirror
+		const modKey = navigator.platform.includes('Mac') ? 'metaKey' : 'ctrlKey';
+		fireEvent.keyDown(editor, {
+			key: 'Enter',
+			code: 'Enter',
+			[modKey]: true,
+			keyCode: 13,
+		});
+
+		await waitFor(() => expect(mockedHandleRunQuery).toHaveBeenCalled(), {
+			timeout: 2000,
+		});
+	});
+
+	it('initializes CodeMirror with expression from queryData.filter.expression on mount', async () => {
+		const testExpression =
+			"http.status_code >= 500 AND service.name = 'frontend'";
+		const queryDataWithExpression = {
+			...initialQueriesMap.logs.builder.queryData[0],
+			filter: {
+				expression: testExpression,
+			},
+		};
+
+		render(
+			<QuerySearch
+				onChange={jest.fn() as jest.MockedFunction<(v: string) => void>}
+				queryData={queryDataWithExpression}
+				dataSource={DataSource.LOGS}
+			/>,
+		);
+
+		// Wait for CodeMirror to initialize and the expression to be set
+		await waitFor(
+			() => {
+				// CodeMirror stores content in .cm-content, check the text content
+				const editorContent = document.querySelector(
+					CM_EDITOR_SELECTOR,
+				) as HTMLElement;
+				expect(editorContent).toBeInTheDocument();
+				// CodeMirror may render the text in multiple ways, check if it contains our expression
+				const textContent = editorContent.textContent || '';
+				expect(textContent).toContain('http.status_code');
+				expect(textContent).toContain('service.name');
+			},
+			{ timeout: 3000 },
+		);
 	});
 });
--- a/Show More
+++ b/Show More
				`@@ -0,0 +1 @@`
				<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" fill="currentColor" fill-rule="evenodd" style="flex:none;line-height:1" viewBox="0 0 24 24"><title>AWS</title><path d="M6.763 11.212q.002.446.088.71c.064.176.144.368.256.576.04.063.056.127.056.183q.002.12-.152.24l-.503.335a.4.4 0 0 1-.208.072q-.12-.002-.239-.112a2.5 2.5 0 0 1-.287-.375 6 6 0 0 1-.248-.471q-.934 1.101-2.347 1.101c-.67 0-1.205-.191-1.596-.574-.39-.384-.59-.894-.59-1.533 0-.678.24-1.23.726-1.644.487-.415 1.133-.623 1.955-.623.272 0 .551.024.846.064.296.04.6.104.918.176v-.583q-.001-.908-.375-1.277c-.255-.248-.686-.367-1.3-.367-.28 0-.568.031-.863.103s-.583.16-.862.272a2 2 0 0 1-.28.104.5.5 0 0 1-.127.023q-.168.002-.168-.247v-.391c0-.128.016-.224.056-.28a.6.6 0 0 1 .224-.167 4.6 4.6 0 0 1 1.005-.36 4.8 4.8 0 0 1 1.246-.151c.95 0 1.644.216 2.091.647q.661.646.662 1.963v2.586zm-3.24 1.214c.263 0 .534-.048.822-.144a1.8 1.8 0 0 0 .758-.51 1.3 1.3 0 0 0 .272-.512c.047-.191.08-.423.08-.694v-.335a7 7 0 0 0-.735-.136 6 6 0 0 0-.75-.048c-.535 0-.926.104-1.19.32-.263.215-.39.518-.39.917 0 .375.095.655.295.846.191.2.47.296.838.296m6.41.862c-.144 0-.24-.024-.304-.08-.064-.048-.12-.16-.168-.311L7.586 6.726a1.4 1.4 0 0 1-.072-.32c0-.128.064-.2.191-.2h.783q.227-.001.31.08c.065.048.113.16.16.312l1.342 5.284 1.245-5.284q.058-.24.151-.312a.55.55 0 0 1 .32-.08h.638c.152 0 .256.025.32.08.063.048.12.16.151.312l1.261 5.348 1.381-5.348q.074-.24.16-.312a.52.52 0 0 1 .311-.08h.743c.127 0 .2.065.2.2 0 .04-.009.08-.017.128a1 1 0 0 1-.056.2l-1.923 6.17q-.072.24-.168.311a.5.5 0 0 1-.303.08h-.687c-.15 0-.255-.024-.32-.08-.063-.056-.119-.16-.15-.32L12.32 7.747l-1.23 5.14c-.04.16-.087.264-.15.32-.065.056-.177.08-.32.08zm10.256.215c-.415 0-.83-.048-1.229-.143-.399-.096-.71-.2-.918-.32-.128-.071-.215-.151-.247-.223a.6.6 0 0 1-.048-.224v-.407c0-.167.064-.247.183-.247q.072 0 .144.024c.048.016.12.048.2.08q.408.181.878.279c.32.064.63.096.95.096.502 0 .894-.088 1.165-.264a.86.86 0 0 0 .415-.758.78.78 0 0 0-.215-.559c-.144-.151-.416-.287-.807-.415l-1.157-.36c-.583-.183-1.014-.454-1.277-.813a1.9 1.9 0 0 1-.4-1.158q0-.502.216-.886c.144-.255.335-.479.575-.654.24-.184.51-.32.83-.415.32-.096.655-.136 1.006-.136.175 0 .36.008.535.032.183.024.35.056.518.088q.24.058.455.127.216.072.336.144a.7.7 0 0 1 .24.2.43.43 0 0 1 .071.263v.375q-.002.254-.184.256a.8.8 0 0 1-.303-.096 3.65 3.65 0 0 0-1.532-.311c-.455 0-.815.071-1.062.223s-.375.383-.375.71c0 .224.08.416.24.567.16.152.454.304.877.44l1.134.358c.574.184.99.44 1.237.767s.367.702.367 1.117c0 .343-.072.655-.207.926a2.2 2.2 0 0 1-.583.703c-.248.2-.543.343-.886.447-.36.111-.734.167-1.142.167"/><path fill="#f90" d="M.378 15.475c3.384 1.963 7.56 3.153 11.877 3.153 2.914 0 6.114-.607 9.06-1.852.44-.2.814.287.383.607-2.626 1.94-6.442 2.969-9.722 2.969-4.598 0-8.74-1.7-11.87-4.526-.247-.223-.024-.527.272-.351m23.531-.2c.287.36-.08 2.826-1.485 4.007-.215.184-.423.088-.327-.151l.175-.439c.343-.88.802-2.198.52-2.555-.336-.43-2.22-.207-3.074-.103-.255.032-.295-.192-.063-.36 1.5-1.053 3.967-.75 4.254-.399"/></svg>
				`@@ -0,0 +1 @@`
				`<svg xmlns="http://www.w3.org/2000/svg" width="150" height="150" fill="none" viewBox="0 0 150 150"><circle cx="75" cy="75" r="70" fill="#f3f4f6"/><rect width="100" height="14" x="25" y="45" fill="#4f46e5" rx="4"/><rect width="60" height="14" x="40" y="68" fill="#6366f1" rx="4"/><rect width="20" height="14" x="105" y="91" fill="#818cf8" rx="4"/><path stroke="#c7d2fe" stroke-width="2" d="M35 59v16m5 0h-5M100 59v39m5 0h-5"/></svg>`