this post was submitted on 13 May 2026
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I'm still writing 90% of my code by hand at work. I think if you have total or close to total mastery in your domain, you should probably work faster than AI.
It takes a while for AI to generate code (Opus is pretty slow) and then you have to go review it and do rounds and rounds of fixes. It might be faster to use AI if there were unknowns or if you werent quite sure how to write the code. Otherwise I just find it faster to write it myself.
That being said I do use AI under some soecific circumstances:
For 1. And 2. I dont usually have ai write code for me. I would just ask it questions like "how do I write X in an idiomatic way in language Y".
For 3, I have it generate code that I then toss and rewrite if the prototype works.
For 4, this is rare in a good code base. Most of the boiler plate heavy code at work is in unit tests.