@rahul_l_s475

RepoGuardian AI is an autonomous repository intelligence and impact analysis platform designed to help developers understand, analyze, and safely modify large codebases. The system performs deep parsing to understand repository structure, builds dependency graphs using Neo4j, and generates semantic embeddings for intelligent code understanding. When developers introduce code changes, RepoGuardian AI detects downstream dependencies, predicts architectural impact, identifies breaking changes, and provides AI-powered reasoning about potential failures. Using graph-based analysis, semantic retrieval, and LLM-driven contextual reasoning, the platform can trace ripple effects across files, functions, services, and APIs in real time. RepoGuardian AI also includes a self-healing engine capable of generating backward-compatible fixes, validating changes, and automatically creating pull requests with detailed risk analysis. The platform combines FastAPI, React, Neo4j, Pinecone, Groq Llama 3.3, and Google Gemini embeddings to create a modern developer intelligence workflow focused on proactive debugging, repository understanding, and autonomous code maintenance.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.

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.