Hm, I can't see any part that talks about the models Aider used? I've observed "surface level without deeper analysis" issues mostly with the non-CoT models, but I can usually overcome this through use of a CoT model and iterating on prompting.

I wonder what was the exact query and model used - it would be nice to have even just a snippet.

Imagine what it could do if you gave it your credit card and social security number!