Leo Liang@LYL-088

Code Health Checker is a full-stack web application that helps developers identify security risks and code quality issues in their GitHub repositories before shipping to production. The Problem: Developers today use AI coding tools to build software faster than ever. But AI-generated code often contains hidden problems — hardcoded API keys, missing error handling, and no test coverage. These issues can cause serious security breaches in production. Our Solution: Simply paste any public GitHub repository URL and click Analyze. The tool automatically fetches all code files using the GitHub API and returns a detailed health report with issues sorted by three severity levels — High, Medium, and Low. How IBM Bob Made It Better: IBM Bob IDE was our AI development partner throughout the entire build. Bob analyzed our entire codebase and identified weaknesses in our secret detection logic. Bob expanded our pattern library from 4 basic patterns to over 15 comprehensive secret types, including AWS keys, GitHub tokens, Stripe keys, and JWT tokens. Bob also implemented Shannon entropy analysis to distinguish real secrets from placeholder values, reducing false positives by 75 percent. Tech Stack: - IBM Bob IDE — AI development partner - Node.js + Express — Backend API - React — Frontend - GitHub API — Repository analysis - Railway — Cloud deployment Live Demo: https://code-health-checker-production-0304.up.railway.app GitHub: https://github.com/LYL-8bit/code-health-checker

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.