You need to take yourself out of the loop. Give the agent tools (usually short scripts that the agent wrote for you) that let it check things like:

are we following the project’s architectural guidelines?

Is the right visual spacing on every page in the UI?

The better the agent’s tools are at finding problems and informatively (in English) recommending fixes to the agent, the more leveraged you will be.