Controls
Guardrails for SDK and agent workflows.
Generated code, agent actions, and release decisions all cross validation, redaction, and review boundaries before they become trusted output.
Control surface
Security controls stay visible inside the release review loop.
Readiness checklist
Controls expected before hosted execution.
Evidence packet
Structured output for humans, CI, and agents.
Agent workflows should produce evidence before they mutate anything.
SDK Parity models agent execution as staged, typed, and inspectable work. Dry-runs, redaction, and audit events are first-class product surfaces.