Incident-Driven Release Freezes for Agent Systems
Autonomous agents can execute destructive actions faster than incident freezes can stop them.
Vera Costa
Section
7 stories in Ship Decision Frameworks.
Autonomous agents can execute destructive actions faster than incident freezes can stop them.
Agents return success codes while failing silently, requiring layered failure definitions.
Rigorous sign-off requires tracing failures to their actual cause, not guessing from logs.
Skipping root cause analysis before deploying leaves the actual fault untouched.
Rollback decisions require evidence from specific system layers, not gut instinct.
Harness defects cause 65% of AI agent failures—treat each release layer as its own gated decision.
Prompt changes need the same rigorous testing as any other code before shipping.