Production agent systems, from boundary to release.

Set instruction order, path scope, approval gates, and stop conditions before an agent changes a working tree.

Translate a request into observable acceptance, a change budget, and reversible implementation slices.

Match each release claim to risk-weighted checks and preserve evidence another operator can reproduce.

Classify changed state, set observable rollback triggers, and rehearse the path to a known-good outcome.

Review provenance, capabilities, dependencies, and re-vetting triggers without mistaking a scanner for a verdict.

Ship a signed immutable change, run a canary, preserve rollback authority, and measure activation.