Down the line the agent is no longer able to fix one failure without causing another and the codebase is unsalvageable, but you may not have reached that point yet.

Agents can help a lot when you carefully review everything they output and find all the time bombs they like hiding in your code and your tests. If not, then they're fine for codebases that don't need to last more than a year or two.