Given the non-deterministic nature of GenAI and a near future where software development might not involve opening an IDE to write software, one way to catch issues might be to take a multi-pass approach where each pass is specialised for a specific purpose, so as to not overload the LLM with too many things to take care of at one time. Some of these multi-passes could be:
- Coding Pass
- Code Quality Pass
- Security Pass
- Performance Pass
Each of these passes could result in improvements tasks and this could be an iterative process till a certain threshold is met.
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