observability
79 projects share this GitHub topic
Lines connect members that are measurably related to each other. Dot size reflects stars.
🧬 Members
langfuse
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open…
★ 36.6k
signoz
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get…
★ 32.4k
mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to…
★ 28.6k
Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing…
★ 23.4k
witr
Why is this running? Trace any process, port, container, or file back to what started it - CLI + TUI.
★ 22.8k · GitHub ↗
openobserve
Open source observability platform for logs, metrics, traces, RUM (web, android, ios), Session replay,…
★ 22.5k
agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise…
★ 21.8k
kubesphere
The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️
★ 17.1k
doris
Apache Doris is a real-time analytics and hybrid search database for AI agents.
★ 16.1k
nightingale
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP…
★ 13.4k · GitHub ↗
kubeshark
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS…
★ 12.1k
voltagent
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
★ 10.9k
openllmetry
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
★ 7.5k
hertzbeat
An AI-powered next-generation open source real-time observability system.
★ 7.4k
open-multi-agent
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it,…
★ 7k
failproofai
Observability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy…
★ 6.9k
greptimedb
The open-source observability database. One columnar engine for metrics, logs, and traces, on object storage.
★ 6.6k
agent-starter-pack
Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD,…
★ 6.6k
coze-loop
Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by…
★ 5.8k
langwatch
Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent &…
★ 5k
logfire
AI observability platform for production LLM and agent systems.
★ 4.5k
mcp-context-forge
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified…
★ 4.4k
claude-devtools
The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and…
★ 4k
holmesgpt
SRE Agent - CNCF Sandbox Project
★ 3.7k
lmnr
Laminar - open-source observability platform purpose-built for AI agents. YC S24.
★ 3.4k
pezzo
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version…
★ 3.3k
future-agi
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications.…
★ 2.2k
tokencost
Easy token price estimates for 400+ LLMs. TokenOps.
★ 2k
trpc-agent-go
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP,…
★ 1.9k
llmgateway
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.
★ 1.7k
superlog
Open-source observability tool that uses AI agents to self-heal your software
★ 1.5k
openchoreo
OpenChoreo is an internal developer platform for Kubernetes
★ 1.4k
ongrid
An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from…
★ 1.2k
Tracely-ai
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable…
★ 1.2k · GitHub ↗
langkit
🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from…
★ 1k
golf
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes…
★ 839
cv-santiago
Interactive CV with AI chat integration. Built with React 19, TypeScript, Claude API. Chat with my AI avatar…
★ 807
Flawless
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
★ 768
agentacct
See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files…
★ 756
opik-openclaw
🦞 Official plugin for OpenClaw that exports agent traces to Opik. See and monitor agent behaviour, cost,…
★ 724
overmind
The platform for continuously improving AI agents.
★ 673 · GitHub ↗
anolisa
ANOLISA (Agentic Nexus Operating Layer & Interface System Architecture) | Agentic OS with runtime, security,…
★ 616
Adrian
Open-source runtime AI agent security tool - monitors and controls AI agents, catching malicious tool use,…
★ 587
Octopoda-OS
The open-source memory and observability layer for AI agents — persistent memory, loop detection,…
★ 489
boost
Save tokens. Maximize context, Safely
★ 463
agent-inspect
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch…
★ 443
openllmetry-js
Sister project to OpenLLMetry, but in Typescript. Open-source observability for your LLM application, based…
★ 411
clawmetry
See your agent think. Zero-config observability & governance for 26 AI agent runtimes: Claude Code, Cursor,…
★ 402
aurora
Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs. LangGraph…
★ 401
martin-loop
Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to…
★ 394
aura
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs,…
★ 389
agent-prism
React components for visualizing traces from AI agents
★ 386
nudgebee
Unified CloudOps platform with AI-SRE, AI-FinOps, AI-K8sOps, and the Agentic Automation Builder without…
★ 386
brain0
The black box for AI-written code. Passive decision graph linking every commit to the agent prompts behind…
★ 367
monocle
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI…
★ 337
hello-agent-system
👋 Hello Agent System — learn enterprise AI agent system design by building every production layer from…
★ 306 · GitHub ↗
kitaru
Agent traces you can run, not just read.
★ 297
runtm
Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code,…
★ 287
claude-code-karma
Dashboard for monitoring claude code sessions.
★ 246
platform
Agyn is an open-source Kubernetes-native runtime that moves AI agents like Claude Code and Codex from laptops…
★ 242
1flowbase
Open-source AI gateway for local agent clients: publish fusion-style multi-model workflows as…
★ 219
aisix
Open-source AI gateway for LLMs & AI agents, built in Rust. One OpenAI-compatible API for OpenAI, Anthropic,…
★ 207
NeMo-Relay
Multi-language agent runtime and library for execution scope management, lifecycle events, and middleware on…
★ 207 · GitHub ↗
ai-runtime-lab
Engineering deterministic, production-grade systems around non-deterministic LLMs — FSM, durable execution,…
★ 183
knowledgeops-agent
Production-oriented Spring AI platform prototype for RAG, tool calling, async ingestion, JWT/RBAC, and…
★ 165
vibepod-cli
Unified CLI for running AI coding agents in isolated containers. Includes built-in local metrics collection,…
★ 141
kstack
Skill pack for Claude Code that helps you monitor and troubleshoot your K8s clusters superintelligently
★ 134 · GitHub ↗
agentmaker
A general-purpose Python framework for building LLM agents and multi-agent systems. "Four lines of code, an…
★ 121
tma1
Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into…
★ 119
inferock-bench
Local LLM cost-tracking proxy for OpenAI, Anthropic, Gemini, and pinned OpenRouter calls with token usage,…
★ 110
agentsre-langchain
★ 103 · GitHub ↗
heron
Agent and LLM API performance monitoring via network packet probe. Measures performance of OpenClaw, Claude,…
★ 103
awesome-agent-observability
Maps: curated list of agent observability tools, standards and platforms (OTel GenAI, tracing, evals,…
★ 62 · GitHub ↗
nora
Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST,…
★ 57
llmtrace
Zero-code LLM security & observability proxy. Real-time prompt injection detection, PII scanning, and cost…
★ 52
llmff
Bounded, inspectable LLM inference pipelines from declared YAML — runs offline against Ollama or any…
★ 46
burn0
Lightweight cost observability for every API call in your stack. Track LLM tokens, database ops, and external…
★ 45
episodiq
Economical human-readable logs and structural (event pattern) retrieval for agentic trajectories
★ 44
awesome-llm-observability
50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to…
★ 43 · GitHub ↗
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