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Ask HN: How do you offload all coding to AI?

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Re: Ask HN: How do you offload all coding to AI?

#11

"Offloading all coding" is perhaps a misleading expression. Those who say they no longer write code are often describing a change in what kind of work they do, not that they've stopped writing code entirely. They spend more time on technical specification, architectural decisions, considering differences, and figuring out when the model misinterprets intent—and less time on actual code typing. Your brownfield instinc…

I agree with this completely. Since coding agents came along, I stay completely on the architectural, requirements level and don’t look at code at all. I have damn good markdown files and I have coding agents transcribe what they are doing and decisions I made.

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Re: Ask HN: How do you offload all coding to AI?

#18
I disagree that offloading all coding to AI makes sense. We started using Claude heavily for our services work about a year ago and what we found is you still need to understand the codebase deeply to know when the AI is hallucinating or changing wrong things. The prompt-wait-evaluate cycle you mentioned is real and kills productivity on brownfield projects. What actually worked for us was using AI for scaffolding new features or writing tests, not for debugging existing code. On debugging I still do it myself because I know our system and can fix it in 2 minutes vs 20 minutes prompting Claude. The people saying they never write code anymore probably either work on greenfield projects or they're not measuring their actual time cost accurately.
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