parth Vohra@parthstack

Knowledge Risk Mapper analyzes a Git repository's commit history to uncover hidden "bus-factor" risk — critical files understood by only one contributor. It generates an AI-powered knowledge-transfer plan, complete with impact narratives, explainer docs, and pairing recommendations, so teams can fix people-risk before someone leaves and takes undocumented knowledge with them. If you need it tighter (some forms cap character count), here's a one-liner: Knowledge Risk Mapper finds which critical code only one person understands, and generates an AI-powered plan to fix it before that person leaves.

🌎 Hybrid Hackathon | 💻 Online Build: 12-17 October 2026 | On-site phase: 17-18 October 2026 To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. The AMD Developer Hackathon: ACT III is a hands-on event for developers, founders, engineers and builders who want to push what’s possible with AI on real infrastructure. 📍 If approved for the on-site experience, you'll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.

💻 Online Hackathon | ⏳ Build: 48 hours | 📅 September 25–27, 2026 The official IBM Bob 2.0 hackathon. Build what's next in AI-assisted development, alongside the developers and experts shaping it. ⭐ Get help from experts throughout the event 🤝 Join a team or build solo 💰 Prize pool: $12,000 🧑🏻‍💻 Register before the Kick-Off Stream to start building with Bob