I tried Aider recently to modify a quite small python + HTML project, and it consistently got "uv" commands wrong, ended up changing my entire build system because it didn't think the thing I wanted to do was supported in the current one (it was).

They're very effective at making changes for the most part, but boy you need to keep them on a leash if you care about what those changes are.