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I use Copilot within the IDE extensively and only for the autocomplete. It is not always correct but it honestly is correct enough of the time that it is like having a second brain complete what I was thinking. If I want to write a unit test for the function I can do it at lightspeed compared to the past.

I will use a flavor of a chat interface (Mistral Chat, ChatGPT, Gemini) when I am trying to figure out something I don't have domain expertise on. For example I have a lot of trouble digesting AWS docs, I often get permissioning wrong or a configuration that is not well outlined to me. I use a chat interface to walk through the problem and more times than not get to a solution a lot quicker than if I had tried to step through all the docs.

I am still doing most of the thinking, I don't find LLMs to be that amazing for engineering solutions. I think it will happen in the future though as they become perhaps more opinionated, especially on software engineering.




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