🧠 Problem

Modern software development faces several challenges:

  • Manual code reviews slow down development
  • Security vulnerabilities go unnoticed
  • Dependency issues accumulate over time
  • Developers spend time fixing repetitive problems
  • CI/CD pipelines are reactive, not proactive

✅ Solution

AutoDev Guardian introduces an event-driven AI agent that:

  • Monitors GitLab repositories in real-time
  • Analyzes code changes using AI
  • Detects risks and vulnerabilities
  • Automatically fixes dependency issues
  • Creates merge requests with fixes applied

👉 It doesn't just suggest — it takes action


🏗️ Architecture

GitLab Events (Push / Merge Request) ↓ Webhook (ngrok → FastAPI) ↓ AI Engine (OpenAI) ↓ Decision Engine ↓ GitLab API Actions (Comment / Branch / MR)


🔮 Future Scope

  • Multi-agent workflows
  • Security patch automation
  • ROS2 / embedded system validation
  • CI/CD intelligence layer
  • Real-time production monitoring## Inspiration

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