@bryanncarls36924

CodeGuardian AI is an autonomous software quality engineer that collapses the fragmented code-review workflow — static analyzer → ChatGPT → IDE → commit — into a single transparent AI pipeline. Upload a ZIP of any codebase and watch seven specialized agents run in sequence on a LangGraph StateGraph, each picking up where the last left off: 1. Repository Agent — indexes the codebase into a CodeBundle. 2. Analysis Agent — scans every file with Gemma 4 for bugs, vulnerabilities, and code smells. 3. Prioritization Agent — sorts findings by blast. 4. Explanation Agent — turns each issue into plain English with a recommended fix path. 5. Refactor Agent — proposes a real before/after diff for every issue. 6. Validation Agent — sanity-checks proposed fixes so bad refactors get no credit. 7. Report Agent — composes a Markdown summary with a composite quality score. Every reasoning step — analysis, explanation, refactor, validation — runs on Gemma 4 (26B-A4B-it) served via vLLM on an AMD Instinct MI300X GPU. Token usage is transparent per agent. The whole pipeline finishes in under 90 seconds. Judges can reproduce the run locally with a single `docker compose up --build`. Each issue card in the UI shows a unified red/green diff via react-diff-viewer-continued, and the full report is downloadable as Markdown. Composite score: max(0, 100 - bugs×8 - vulns×12 - smells×3) with per-category caps so the score never collapses to zero on messy codebases. Built for the AMD Developer Hackathon 2026, Unicorn Track, competing for Best Use of Gemma Models.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.

🌎 Hybrid Hackathon | 📅 September 15–17, 2026 | 📍 Santa Clara Convention Center + Online The official hackathon of AI Infra Summit, co-organized by Kisaco Research and lablab.ai. Join builders, researchers, founders, and AI infrastructure leaders to create applications powered by the technologies shaping the future of AI: compute, data movement, models, physical AI, and next-generation infrastructure. With more than 8,000 attendees expected at AI Infra Summit, this hackathon is an opportunity to build, showcase your work, and connect directly with the companies driving the AI ecosystem forward. 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered.

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. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.