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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.
Write scalable load tests in plain Python 🚗💨
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
AI Observability & Evaluation
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
Agenta is a workspace where you and your team build agents and automations.
AI observability platform for production LLM and agent systems.
Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.
Streaming anomaly detection in Python: 16 online detectors (xStream, LODA, RS-Hash, Half-Space Trees, RRCF…) plus calibration and prequential evaluation for real-time data.
the agent experience layer · observability + memory for AI coding agents (Claude Code + Codex) · local-first, typed, yours
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
Python SDK for accurate and verifiable agent tool use. Agents verify that answers came from the right source and were not changed. Downstream agents detect 100% of errors and retry to achieve a 50% jump in answer accuracy.
Chat-driven Prometheus visualization with one-click Grafana export. Self-hosted, single image, bring your own LLM.
Send unhandled Python exceptions straight to a Telegram chat. No backend, no account, no database - just your own bot token.