With the better harness in Claude code and the >4.5 model and a somewhat thought out workflow we’ve definitely arrived at a point where I find it very helpful. The less you can rely on one-shot and more give meaningful context and a well defined testable goal the better it is. It honestly does make me worry how much better can it get and will some percentage of devs become obsolete. It requires less hand holding than many people I’ve worked with and the results come out 100x faster
It’s the same with things like mental health and burnout prevention. You can either have a good work life balance through the year and good management and all that or you can have some consultant come throw a PowerPoint at your peons and a $5 voucher to some BS “health” app and call it a day. One is hard and effective and the other cheap and useless