If you're going to enable a coding agent with this much authority, you could, for instance, have two layers of agents which review the changes in context of the

If you're going to enable a coding agent with this much authority, you could, for instance, have two layers of agents which review the changes in context of the project as you described, providing the dev agent the appropriate feedback to fix its own errors. Have all that closed loop before anything makes it to a pull request that a human sees. Add an agent to write unit tests for all impacted modules, etc. Essentially coding is just coding, something has to also do the software engineering.