I've been wondering about the impact of AI on our coding routines. It feels like I'm spending more time prompting AI and fixing its mistakes instead of just writing code by hand. Does using AI really save us time, or does it just shift the workload? I'm curious if anyone else has noticed a change in how they allocate their time while coding. Are you experiencing any real benefits, or is it simply a matter of diverting the workload to a different part of the workflow?
5 Answers
I’d say I'm using AI for about 0% of my actual coding. The only time I might use it is for really boring stuff that I don’t want to do myself. Most of my design work still comes from me, and I just use AI for feedback on my own ideas.
I’d say I’m at about 40-50% with AI. I let it do the tedious parts, like generating boilerplate code or simple tasks, and focus on design and critical functionality myself. Still, I have to review everything closely.
It’s complicated, but I’d estimate I’m spending 65% on AI-related tasks. Getting it to generate code helps, but I still have to double-check everything since AI doesn’t always follow the conventions I’d use.
I figure it’s about 20-50% of my time spent with AI, varying by task. If it’s a repetitive task, I lean on AI more, but when it comes to writing complicated logic, I go manual. Getting it to help with debugging can be hit or miss.
Honestly, I've found AI to be more of a headache than a help. It's just easier to write my own code without having to deal with the random errors that AI throws my way.

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