{"repo":"VishApp/multiagent-debugger","free":true,"listed":false,"github":"https://github.com/VishApp/multiagent-debugger","clone":"git clone https://github.com/VishApp/multiagent-debugger.git","description":"Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.","language":"Python","stars":37,"topics":["ai-tools","autonomous-agents","code-analysis","crewai","debugging","developer-tools","langchain","llm","log-analysis","multi-agent"],"license":"MIT","category":"ai-agents","readme_excerpt":"Multi-Agent Debugger A powerful Python package that uses multiple AI agents to debug API failures by analyzing logs, code, and user questions. Built with CrewAI, it supports LLM providers including OpenAI, Anthropic, Google, Ollama, and more. 🎥 Demo Video Watch the multiagent-debugger in action: 🏗️ Architecture The Multi-Agent Debugger uses a sophisticated architecture that combines multiple specialized AI agents working together to analyze and debug API failures. Core Agent Flow Detailed Architecture ✨ Features 🤖 Multi-Agent Architecture - Question Analyzer Agent : Extracts key entities from natural language questions and classifies error types - Log Analyzer Agent : Searches and filters logs for relevant information, extracts stack traces - Code Path Analyzer Agent : Validates and analyzes code paths found in logs - Code Analyzer Agent : Finds API handlers, dependencies, and error handling code - Root Cause Agent : Synthesizes findings to determine failure causes and generates visual flowcharts 🔧 Comprehensive Analysis Tools - Log Analysis : Enhanced grep, filtering, stack trace extraction, and error pattern analysis - Code Analysis : API handler discovery, dependency mapping, error handler identification, multi-language support - Flowchart Generation : Error flow, system architecture, decision trees, sequence diagrams, and debugging storyboards - Natural Language Processing : Convert user questions into structured queries 🌐 Multi-Provider LLM Support - OpenAI - Anthro","default_branch":null,"files":null,"tree":[],"storefront":"/r/VishApp","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/VishApp/multiagent-debugger/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."}