AI proposes. Humans decide. Source-available AI assurance and live authority control plane for governed AI-produced code change: MCP/API pre-tool enforcement, authenticated agents, scoped authorization, evidence-conditioned authority, human-gated execution, revision-bound verification, chained receipts, and auditable replay.
ci-cd provenance traceability human-in-the-loop devsecops software-assurance policy-enforcement policy-as-code source-available code-repair ai-governance auditability runtime-assurance ai-coding-agents model-routing controlled-execution evidence-bundles workspace-isolation ai-agent-safety pr-evidence
-
Updated
Sep 17, 2026 - Python