For irreversible or high-stakes actions, use “confirm before execute” and Human-in-the-Loop review with guardrails and regression tests to reduce risk (agreement/config govern).
For irreversible or high-stakes actions, use “confirm before execute” and Human-in-the-Loop review with guardrails and regression tests to reduce risk (agreement/config govern).