Most agentic failures aren’t model failures — they’re organizational memory failures.
I built an open-source control-plane architecture for teams that get audited after incidents: - Decisions are contracts (not logs) - Governance is admission control (not bureaucracy) - Evidence survives team turnover
Includes: decision contracts, CI gates, audit-grade artifacts, and 3 governed change capsules.