Manvi Kumari@Manvi0912

The Problem You submit a PR and get back AI feedback that could apply to any codebase anywhere. It doesn't know your team's conventions, what your senior developer cares about, or the context behind your changes. Generic AI reviews are noise, not signal. Senior developers waste 3–5 hours every week on reviews that AI should be handling better. The Solution — PR Shield PR Shield is a multi-agent AI code review system that learns your team and reviews PRs the way YOUR senior developer would. Three specialized agents coordinate through Band SDK: 🔍 Analyst Agent (AI/ML API) — Maps PR intent, identifies complexity and flags risk areas. 🔒 Security Agent (Featherless AI) — Scans for SQL injection, XSS, hardcoded secrets, and auth flaws using context passed from the Analyst. 🎓 Mentor Agent (AI/ML API) — Synthesizes both agents' findings and writes the final review in your team's voice. Style Memory — The Twist Feed PR Shield your team's merged PRs. It builds a reviewer persona — learning your naming conventions and what your senior developer pushes back on. Every review says "Reviewed as Alex Chen" — YOUR team's feedback, not generic AI. Gets smarter every sprint. Why Band SDK Makes This Possible Real agent handoffs — Security receives the Analyst's structured intent mapping. Mentor synthesizes both agents' findings. Each agent's output shapes the next agent's behavior. Not three API calls — actual multi-agent coordination. Business Value Every engineering team on earth needs this. GitHub Copilot reviews code generically — PR Shield reviews it the way YOUR team thinks. $50/team/month SaaS wedge into enterprise DevOps tooling. 🌐 https://pr-shield.onrender.com 💻 https://github.com/Manvi-0912/pr-shield

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.

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. 💰 $10,000+ total prize pool Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.