{"repo":"Rxflex/agenttrace","free":true,"listed":false,"github":"https://github.com/Rxflex/agenttrace","clone":"git clone https://github.com/Rxflex/agenttrace.git","description":"AgentTrace is an open-source, local-first step debugger for AI agents. It provides a Python SDK for tracing your agent runs and a web UI to inspect spans, tool calls, prompts, and responses as an interactive tree.","language":"Python","stars":13,"topics":["ai-agents","debugging","developer-tools","fastapi","llm","llm-observability","observability","open-source","python","react"],"license":"MIT","category":"ai-agents","readme_excerpt":"AgentTrace Local step-by-step visual debugger for AI agents — trace your LLM runs, inspect spans, understand behavior. Star History --- Why AgentTrace? AI agents are hard to debug. When your agent loops infinitely, returns unexpected results, or makes confusing tool calls, you need visibility into what happened — step by step. Existing observability tools (Langfuse, LangSmith, etc.) are built for production monitoring: dashboards, metrics, team collaboration. They're heavy, require external services, and aren't optimized for the rapid iteration of local development. AgentTrace is different: - Local-first — SQLite database, no external services, works entirely offline - Developer-focused — built for understanding your agent during development, not monitoring in prod - Step-by-step — interactive tree view of every span, tool call, prompt, and response - Zero-config start — make docker-up and you're running - Clean architecture — decoupled domain layer, extensible to other databases or transports If you've ever wished for a \"debugger for agents\" while developing an LLM app, AgentTrace is for you. --- Key Features - Python SDK - @trace agent run decorator — wrap any function and get traces automatically - Tracer context manager — manual control for complex flows - Batch span processor — efficient event delivery - HTTP exporter — send traces to your local AgentTrace backend - ContextVar-based span tracking — thread-safe, supports nested spans - Web UI - Run list — see all your age","default_branch":null,"files":null,"tree":[],"storefront":"/r/Rxflex","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Rxflex/agenttrace/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."}