this post was submitted on 11 Apr 2026
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Programming
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In my experience there are three ways to be successful with this tool:
The issue with debugging is that it doesn't actually think. LLMs pattern match to a chain of thought based on signals, not reasoning. For it to debug you need good signals in your code that explicitly tell what it is doing and the LLMs do not write code with that level of observability by default.
Edit: one of my workflows that I had success with is as follows:
If something already exists, it shouldn't need to be rewritten.
Doing otherwise is a sign that something has gone wrong.
That was the case before LLMs and it is still the case today.
Absolutely. It's amazing how many articles showcasing vibe coding is just people reinventing things like a password generator.