Trusted autonomy T&E runtime that links mission needs, hazards, scenarios, telemetry, evidence, verification reports, and hash-chained ledgers so AI/autonomous decisions can be reviewed instead of merely trusted.

AI proposes. Humans decide. Source-available control plane for AI coding agents with policy gates, PR evidence packs, CI evidence binding, chained receipts, and human review.

Validation-driven agent loop with schema enforcement, confidence-based retries, and bounded LLM reasoning to reduce drift and hallucination.