Merit AC
Domain 10 of 14 — DORA and delivery performance Day 20 of 30

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.

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