I’ve definitely been feeling that shift too. What have you guys found that helps with this? Any habits you use to avoid the constant context switching and decision fatigue?
Readit Newsiryna_kondr commented on AI fatigue is real and nobody talks about it siddhantkhare.com/writing... · Posted by u/sidk24
Hi Emilie, nice project, thanks for sharing. I’m curious whether there were any decisions that you added mainly for educational value even though you wouldn’t make the same call in a production system?
iryna_kondr commented on There is an AI code review bubble greptile.com/blog/ai-code... · Posted by u/dakshgupta
My experience with using AI tools for code review is that they do find critical bugs (from my retrospective analysis, maybe 80% of the time), but the signal to noise ratio is poor. It's really hard to get it not to tell you 20 highly speculative reasons why the code is problematic along with the one critical error. And in almost all cases, sufficient human attention would also have identified the critical bug - so human attention is the primary bottleneck here. Thus poor signal to noise ratio isn't a side issue, it's one of the core issues.
As a result, I'm mostly using this selectively so far, and I wouldn't want it turned on by default for every PR.
My experience is similar. AI's context is limited to the codebase. It has limited or no understanding of the broader architecture or business constraints, which adds to the noise and makes it harder to surface the issues that actually matter.
iryna_kondr commented on Show HN: Quantum Tunnel chuanqisun.github.io/quan... · Posted by u/osmoscraft
Great visualization! What part of this project was the hardest to get “right” (math, overall aesthetic balance, etc.)?