{"repo":"dunetrace/dunetrace","free":true,"listed":false,"github":"https://github.com/dunetrace/dunetrace","clone":"git clone https://github.com/dunetrace/dunetrace.git","description":"The runtime reliability layer for AI agents.","language":"Python","stars":59,"topics":["ai-agents","ai-tools","crewai","langchain","observability","otel","analytics","llm-observability","monitoring","agent-observability"],"license":null,"category":"analytics","readme_excerpt":"Dunetrace Runtime reliability for AI agents. Structural and semantic detection, runtime prevention, native root cause, and one-click fixes. --- Star us ⭐ If Dunetrace helps you, consider giving it a ⭐ on top right, it helps others find the project. --- The problem AI agents fail silently: - ✓ API returns 200   ✓ Logs are clean - ✗ Agent called the same tool 12 times, burned $10, and gave the user a wrong answer Tracers answer \"what happened?\" — after you already know it broke. Dunetrace answers \"is something breaking right now?\" and fires an alert in 15 seconds, using zero-LLM structural checks that run in-path with sub-500μs per-hook overhead.¹ --- Five pillars, one platform Dunetrace covers the full agent reliability lifecycle, not just one slice of it: Pillar What it does --- --- --- 1 Sessions & Events Every run, every tool call, every LLM exchange — the raw data everything else is built on 2 Structural Detection 31 zero-LLM detectors (28 of them in-path, sub-500μs per hook ¹) — the always-on first line 3 Semantic Evaluation LLM-based judgment (hallucination, task completion, cross-turn frustration) — post-hoc, sampling-based, opt-in → docs/semantic-evaluation.md 4 Runtime Prevention Policies that stop, redirect, or downgrade a run while it's happening — the differentiator no tracer offers → docs/policies.md 5 Root Cause & Fix Native root-cause analysis, auto-applied policy fixes, or a one-click draft PR → Diagnose & fix ¹ Per instrumentation hook ( tool called , llm","default_branch":null,"files":null,"tree":[],"storefront":"/r/dunetrace","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/dunetrace/dunetrace/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}