Aswin P S@ashhh

PR Context Generator transforms code reviews by analyzing the entire codebase context, not just the diff. It uses IBM Bob to trace dependencies across hundreds of files, score risk using 5 weighted signals, identify test coverage gaps, and detect historical hotspots. For a 10-person team, it saves 20 hours/month in review time ($15,600/year) while preventing production incidents. Features include side-by-side PR comparison, multi-language support (Python, JS, Go, Rust, Java, C++, Ruby, PHP), and export to PDF/Word/Markdown. Built with Streamlit, integrates with GitHub's REST API, and demonstrates what becomes possible when AI understands your full codebase, not just snippets.

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.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.