VishApp/multiagent-debugger
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.
Orchestrates five specialized agents (Question Analyzer, Log Analyzer, Code Path Analyzer, Code Analyzer, Root Cause) that synthesize findings into structured JSON, human-readable reports, and Mermaid flowcharts for error propagation. Supports 50+ LLM providers via environment variables with built-in security constraints—the `code_path` configuration restricts code analysis to specified directories, preventing unintended access to sensitive files during debugging. Multi-language code analysis (Python, JavaScript, Java, Go, Rust) with configurable log analysis modes (frequent/latest/all patterns) and time-windowed filtering.
No commits in the last 6 months. Available on PyPI.
Stars
35
Forks
5
Language
Python
License
MIT
Category
Last pushed
Jul 22, 2025
Monthly downloads
38
Commits (30d)
0
Dependencies
25
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/VishApp/multiagent-debugger"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Featured in
Higher-rated alternatives
truera/trulens
Evaluation and Tracking for LLM Experiments and AI Agents
traceroot-ai/traceroot
Find the Root Cause in Your Code's Trace
future-agi/traceAI
Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks
evilmartians/agent-prism
React components for visualizing traces from AI agents
InftyAI/alphatrion
⚒️ AlphaTrion is an open-source observability platform for AI agents, including experiment...