John Carlo Santos@karlooo

ComplyAIgent transforms enterprise compliance from a manual, point-in-time scramble into an always-on, automated certainty. It ingests internal policies and external regulations, classifies every rule into enforceable buckets (code-level scannable patterns, actionable developer checks, infrastructure metadata, and semantic guidance), and blocks violations before they reach production. A three-tier Comparator deduplicates regulatory text using entity anchors, MinHash LSH, and semantic LLM analysis. The Categorizer generates machine-readable guardrails with regex patterns and verification questions. The pg CLI fetches these rules, scans staged git diffs with Gitleaks, regex, and entropy scoring, and blocks high-risk pushes. Medium-risk findings route to human-in-the-loop approval via LangGraph interrupts. Built in 5 days for the AMD Developer Hackathon 2026, ComplyAIgent demonstrates how agentic AI can shrink audits from weeks to hours and give compliance officers, developers, and CISOs a single source of truth — from regulation to enforcement, fully logged and always auditable.

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.