Better conditions for implementation
A prepared environment gives the agent better conditions to build and verify the change
The agent receives a working project, a proven workflow, and one clearly defined task. This keeps more of its context focused on the problem, the code, and the consequences of the change.
What your team gains
Your team receives a change produced under repeatable conditions, checked before review, and supported by evidence. Reviewers can focus on product and architectural decisions instead of determining whether the project runs and what the agent actually verified.