aurva-io/AIOstack

Know what AI is actually running in your clusters. An unprivileged Kubernetes controller that inventories models, runtimes, agents, and RAG components at runtime - emitting CycloneDX 1.6 ML-BOMs with evidence, confidence tiers, and Sigstore-verified model signatures

✈️ Kubernetes-native platform for deploying and managing AI inference across multiple providers

OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

Evenfire is an intelligence layer platform for running LLM agents that take real actions, on your infrastructure

Laminar - open-source observability platform purpose-built for AI agents. YC S24.

run a fleet of AI agents on your own Kubernetes

SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.

Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.

OpenTelemetry Instrumentation for AI Observability