Hassene Afif@hasseneafif

Every developer has opened a new repo or his own Vibe coded project, and felt completely lost. Hundreds of files, no context, and 4 hours of reading ahead before you can contribute anything. XNAV solves that. Point XNAV at any codebase and it builds a live, interactive spatial graph of your architecture. Files are grouped into semantic clusters, Auth, API, Backend, Frontend, not by folder structure, but by what the code actually does. Dependency flow is animated in real time between clusters, so you instantly see what imports what. Click any node and an AI explains what it does and why it exists. Under the hood: AST parsing builds the dependency graph, sentence-transformers running on AMD GPU via ROCm generate semantic embeddings, and Mistral via Ollama handles classification and explanations, fully local, no API keys, no data leaving your machine. The frontend is a D3.js force-directed spatial graph with live animation. Built for the era where AI generates more code than humans write, and traditional IDEs are no longer enough to understand it.

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.