Comment by teaearlgraycold
3 days ago
I have this suspicion that the people who say they have 10x productivity gains from AI might largely see improvements from a workflow change which fixes their executive dysfunction. Back in the day I never had any issue just sitting down and coding something out for 4 hours straight. So I don’t think LLMs feel quite as big for me. But I can see the feeling of offloading effort to a computer when you have trouble getting started on a sub-task being a good trick to keep your brain engaged.
I’ve personally seen LLMs be huge time savers on specific bugs, for writing tests, and writing boilerplate code. They’re huge for working in new frameworks that roughly map to one you already know. But for the nitty gritty that ends up being most of the work on a mature product where all of the easy stuff is already done they don’t provide as big of a multiplier.
LLMs as a body double for executive dysfunction is a great insight. I see chronic examples of corporate-sponsored executive dysfunction: striped calendars, constant pings and interruptions, emergency busywork, fire drills. It's likely that LLMs aren't creating productivity as much as they're removing starting inhibition and helping to maintain the thread through context switching. What's presented as a magical tool, which LLMs can be in the areas you mentioned, is also presented as a panacea for situations that simply don't promote good programming hygiene.