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Describe what you need. We answer with the repositories developers are actually choosing for it right now, ranked by adoption and momentum. The present-tense pick a trained model cannot make.

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top matches for "llm observability" · catalog of 2026-08-30

  1. 01koala73/worldmonitorTypeScriptReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness in85K ★▲ 148/day
  2. 02comet-ml/opikPythonDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready d22K ★▲ 9/day
  3. 03confident-ai/deepevalPythonThe LLM Evaluation Framework18K ★▲ 11/day
  4. 04raga-ai-hub/RagaAI-CatalystPythonPython SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system,16K ★#2972
  5. 05PostHog/posthogPython:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experim39K ★▲ 121/day
  6. 06netdata/netdataGoThe fastest path to AI-powered full stack observability, even for lean teams.80K ★▲ 12/day
  7. 07langfuse/langfuseTypeScript🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, Op34K ★▲ 47/day
  8. 08SigNoz/signozTypeScriptSigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features32K ★▲ 9/day
  9. 09openobserve/openobserveTypeScriptOpen source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performan22K ★▲ 9/day
  10. 10deepseek-ai/deepseek-harnessTypeScriptDeepSeek Harness: Everything is a Plugin.203K ★▲ 2481/day
  11. 11DietrichGebert/ponytailJavaScriptMakes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.116K ★▲ 1100/day
  12. 12NousResearch/hermes-agentPythonThe agent that grows with you238K ★▲ 504/day
  13. 13obra/superpowersShellAn agentic skills framework & software development methodology that works.279K ★▲ 435/day
  14. 14multica-ai/andrej-karpathy-skillsA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.209K ★▲ 455/day
  15. 15harry0703/MoneyPrinterTurboPython利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.118K ★▲ 518/day
  16. 16diegosouzapw/OmniRouteTypeScriptNever stop coding. Free MIT AI gateway: one endpoint, 350 providers (90+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claud58K ★▲ 654/day
  17. 17stablyai/orcaTypeScriptOrca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.57K ★▲ 746/day
  18. 18calesthio/OpenMontagePythonWorld's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI c54K ★▲ 614/day
  19. 19MadsLorentzen/ai-job-searchPythonThe job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews38K ★▲ 693/day
  20. 20firecrawl/firecrawlTypeScriptThe context API to search, scrape, and interact with the web at scale. 🔥174K ★▲ 422/day
  21. 21nextlevelbuilder/ui-ux-pro-max-skillPythonAn AI skill that provides design intelligence for building professional UI/UX across multiple platforms.123K ★▲ 416/day
  22. 22K-Dense-AI/scientific-agent-skillsPythonTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 138K ★▲ 507/day
  23. 23affaan-m/ECCJavaScriptThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor 244K ★▲ 283/day
  24. 24Graphify-Labs/graphifyPythonTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini112K ★▲ 371/day
  25. 25freestylefly/awesome-gpt-image-2JavaScriptPrompt as Code | GPT-Image2 工业级提示词引擎与模板库，530+ 个案例逆向工程，20+ 套工业级模板，并提炼出Skills，持续更新中25K ★▲ 534/day