Adversarial agent loops for verifiable vibe researching. Claude Code plugin. Falsification-first, not production-first.

Public-safe FastAPI evidence-governance demo with a React/TanStack UI companion for role-fit mapping, risk tracking, and gap planning.

Comprehensive Cyber Crime Monitoring System for Royal Papua New Guinea Police Force - Enterprise-grade case management, evidence tracking, and investigation tools

Local-first public standing ledger for replayable research and AI-system claims, based on observable evidence, challenges, lineage, and finite verification capacity.

Private-first career evidence ledger

Workflow docs, Birdseye/Codemap, Task Seeds, acceptance operations, reusable CI, context engineering, and plugin-based evidence tracking