Agentic Stage-Gate-Loop Governance
Machine-speed execution. Human-grade checks and balances.
AI agents build at machine speed. Governance must operate at three different speeds simultaneously โ or it becomes ceremonial. This open-source framework separates human decisions, security judgment, and continuous machine verification into three layers, each running at the cadence it requires.
- Three-layer architecture: Human decisions, Gate judgment, Loop verification
- Automate repeatable assurance โ CI/CD, scanning, policy enforcement scale with agent velocity
- Three-model adversarial review: A-Team builder, B-Team critic, Zero-Context auditor
- Forensic code review prompts for reasoning models (Qwen3, o3, DeepSeek-R1)
- Intent Contracts โ preserve what humans authorized through every transformation
- Domain expert personas for consequential decisions (healthcare, security, compliance)
- Works with any AI IDE โ Kiro, Cursor, Windsurf, GitHub Copilot