Put a number on whether the agent is actually helping
The prompt
Pull your deployment frequency, lead time for changes, change failure rate, and time to restore service for the periods before and after agent adoption. Alongside them, log agent-specific numbers: adoption, escalation rate, error rate, latency, cost.Why it's built that way
Agent adoption is successful only when the delivery system improves — measure the four DORA keys and reliability together with agent adoption, escalation, error, latency, and cost, not agent activity in isolation.
What to do with the answer
If change failure rate went up alongside faster lead times, that's a real finding — don't let a faster number hide a riskier one.