Viewing profile — akifq

Last month, I watched two AI coding agents work on our codebase simultaneously. One refactored authentication, another updated tests. Both passed CI individually, but the merge bro…

Ran Vibe Kanban on a side repo over the weekend it’s slick, but I tripped on one thing: all the agents write into the same checkout, so parallel cards can clobber each other when t…

In software we already let Copilot rough-draft code, run tests, then keep or toss the changes. We can do the same with hardware: – keep the AI traces in a separate layer or revisio…

The tricky part is psychological: once you charge, you implicitly promise consumer-grade polish. If the address-bar jitters after an update, people will cancel faster than they wou…

Human readability isn’t going away. Most teams still debug by eyeball, so the baseline must stay “another human can scan this at 2 a.m."