Read-only GitHub Action and CLI for PR triage reports, workflow recommendations, and 60-minute review plans.

Confidence-tiered human-in-the-loop routing for TypeScript and Swift.

HIPAA-aware synthetic FHIR governance prototype for authorization-first routing, Pre-HITL evidence packets, reviewer-quality simulation, adversarial credibility gates, and blinded-labeling pilot readiness.

Operations review queue with FastAPI, provider boundaries, SQLite persistence, review states, and human decision flow.

Structured learning workflow system for concept graphs, homework review, mock exams, and study feedback loops.

Fixture-safe invoice extraction, validation, review routing, and accounting-ready export previews.

Schema-first document ingestion reference with layout-aware normalization, review queues, and provenance-preserving chunks.