There are tools focused on Code Generation, and those that are focused on Code Analysis or Integrity. Their UX/UI might be very different as well as the underlying tech.

I wonder if you have tried tools that are dedicated to Code Integrity, e.g. generating tests?

I wrote a blog about it: https://www.codium.ai/blog/code-integrity-supercharges-code-...

disclaimer: I'm the co-maker of PR-Agent and CodiumAI