Youssef Jakimi@youssef_jakimi311

RepoSense is an AI-powered developer tool that combines deep codebase intelligence with automated risk analysis in one unified pipeline. Drop in any GitHub repository URL and RepoSense gives you two things automatically: 🧠 Repo Intelligence (Q&A) Ask anything about the codebase in plain English. IBM Bob analyzes the full repo with real context — not snippets — and answers with file and line citations. "Where is auth handled?" "What does this function depend on?" "How does the payment flow work?" 🔍 Automated Risk Review Immediately after ingestion, a Risk Score (0–100) appears — computed across three dimensions: test coverage, code complexity, and security. The full breakdown shows untested functions, high fan-out breaking points, and security smells enriched by IBM Bob reasoning. How IBM Bob is used: - Full repository context analysis via the Q&A engine (intelligence/qa_engine.py) - Security finding enrichment and reasoning (review/security_scanner.py) - Intent-aware answers grounded in real source code Tech stack: Python, FastAPI, LangChain, ChromaDB, IBM watsonx.ai (Granite), Streamlit Built solo in 48 hours.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.