Developers say it plainly: “The agent’s work has my name on it.” Agent output strips most of those signals away. They own the first pass: reviewing and accepting the agent’s output before it goes anywhere else. Build the review layer on purposeThe organizations that get this right agree on what acceptance looks like before work starts, so review has a clear standard to test against. Invest there, and agent output becomes something you can scale with confidence.