AI proposes. Humans decide. Source-available AI assurance/control plane for governed code change: agent identity, scoped authorization, policy gates, PR/CI evidence binding, replayable evidence bundles, chained receipts, traceability, and human review.
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
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Updated
Jun 17, 2026 - Python