What are the biggest mistakes with reliability in AI Coding Assistants?

One thing worth trying with What are the biggest mistakes with reliability in AI Coding Assistants? is a controlled comparison around reliability and coding. Use the same input for each test and note what changes in the output rather than judging from a single run. The original point — "I am trying to improve my approach to AI Coding Assistants and could use some practical advice. I am particularly interested in reliability and integration. I would like to compar…" — gives a useful starting point for that comparison.

I think reliability and coding is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. The original point — "I am trying to improve my approach to AI Coding Assistants and could use some practical advice. I am particularly interested in reliability and integration. I would like to compar…" — gives a useful starting point for that comparison.