Issue-driven control plane for supervised agent-assisted software development, with planner manifests, isolated worktrees, lifecycle gates, CI/review checks, and guarded merge flows.

Formal verification framework for dataset lineage, policy compliance, and training-time safety guarantees.

SCPA Governance Center: a deployable control plane that provides governed, scoped service context to AI agents through MCP, REST APIs, portal UI, schema validation, CI gates, and OPA policies.