Pranoy Mukherjee@Pranoy

SwarmAudit is a multi-agent audit workspace that helps developers understand whether a repository is ready for real-world use. Instead of acting like a single chatbot reviewer, SwarmAudit coordinates specialized agents for security, performance, code quality, documentation, dependency risk, error handling, observability, configuration safety, and CUDA-to-ROCm portability. Users enter a public GitHub repository URL, and the app clones the project, analyzes the source files, ranks findings by severity, and presents a clear remediation-focused report. The project is designed for teams building with fast-moving modern codebases, including AI-assisted development workflows where code can appear functional but still miss important production safeguards. SwarmAudit turns those risks into an actionable dashboard with severity filters, file references, explanations, suggested fixes, production-readiness scoring, category summaries, and Markdown/JSON exports. For the AMD Developer Hackathon, SwarmAudit integrates Qwen2.5-Coder through an OpenAI-compatible vLLM backend running on AMD Developer Cloud with ROCm. This allows the scanner to enrich static findings with more contextual code explanations when GPU access is enabled. The public Hugging Face Space remains available as a reliable demo, while the AMD/vLLM path demonstrates how the system can scale into a richer AI-agent review workflow powered by open-source models and AMD infrastructure.

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.