Comment by discreteevent

The learning loop and LLMs [1] is well worth reading and the anthropic blog post above concurs with it in a number of places. It's fine to use LLMs as an assistant to understanding but your goal as an engineer should always be understanding and the only real way to do that is to have to struggle to make things yourself.

[1] https://martinfowler.com/articles/llm-learning-loop.html