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SigNoz

INFRA · APIS
Velocity6.3

SigNoz pairs an AI teammate with enterprise access control and wide cloud coverage

observabilityopentelemetryclickhouseai teammaterbaccloud integrations
◆Current state
SigNoz, the open-source ClickHouse-backed observability platform, is advancing on three fronts at once. Noz, its AI teammate that answers plain-English questions across live telemetry, is now general to all cloud users. Cloud and integration coverage keeps widening — Azure services and six new onboarding sources including PlanetScale and Cloudflare Workers — while fine-grained, role-based access control entered beta for Cloud and Enterprise. Underneath, Query Builder v5, trace-detail rework, and a ClickHouse version bump continue.
◆Where it's heading
The platform is maturing from a query tool into an investigation surface: an AI layer to drive analysis, RBAC and self-service API keys to make that safe in larger orgs, and out-of-the-box integrations to shorten onboarding. Notably, the access-control work is explicitly framed around feeding read-only keys to the SigNoz MCP Server for AI tooling, tying the enterprise and AI tracks together. Expect Noz and MCP access to keep converging with the permissions model.
◆Prediction
Next likely moves: Noz gaining more write-style actions beyond suggestions, RBAC graduating from beta with role assignment delegated, and continued ClickHouse-version-gated features like JSON trace attributes.

◆Recent moves

  1. 1d ago

    More Onboarding Integrations

    Six new guided onboarding sources (NGINX Ingress, FluxCD, Cassandra, Cloudflare Workers, PlanetScale, Hermes Agent) plus cleaner Kubernetes navigation and per-mount host disk usage. It advances the reduce-time-to-telemetry theme without changing the platform's shape.

    View source ↗
  2. 7d ago

    Fine-grained access control (beta)

    Fine-grained access control enters beta, replacing the all-or-nothing admin model with custom scoped roles, plus a self-service flow for viewers to mint read-only API keys aimed at the SigNoz MCP Server. It is the enterprise-readiness and AI-access groundwork the platform needs as Noz goes broad.

    View source ↗
  3. 8d ago

    ⚠️ Upgrade to ClickHouse 25.12.5 to stay on supported releases

    An advisory to move to ClickHouse 25.12.5 ahead of future releases that will require it for features like JSON trace attributes, bundled with routine dashboard and query fixes. It is operational housekeeping that signals where the storage layer is headed rather than a shipped feature.

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  4. 15d ago

    Dashboard, Kubernetes list, and alert-duplication fixes

    A fix-and-maintenance release addressing dashboard variable warnings, Kubernetes list merging, and alert duplication, and deprecating Docker install scripts in favor of Foundry for self-hosted. Pure upkeep within the steady release cadence.

  5. 21d ago

    Noz: SigNoz's AI Teammate, Now Available to All Cloud Users

    ⚡ SPARK

    Noz, SigNoz's AI teammate, reaches general availability for all cloud users, investigating telemetry from plain-English questions and suggesting follow-up actions like saving a view or creating an alert. Alongside Azure database support and recent-queries in the builder, it marks the platform's shift toward AI-driven investigation.

    View source ↗
  6. 29d ago

    Azure monitoring: VMs, App Services, Container Apps, and AKS

    Out-of-the-box Azure coverage for VMs, App Services, Container Apps, and AKS lets Azure-heavy teams observe common workloads without manual dashboards. It is a substantive step in the broaden-cloud-coverage push that later added Azure databases.

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