People notice when a tool is trying too hard to be impressive. They notice even more when it knows how to stay out of the way.
Helpfulness that respects the user’s attention is becoming rarer and more valuable.
Every new capability expands what the software can do. It also expands the surface area of possible hesitation.
The best teams I know spend as much time deciding what not to add as they do deciding what to build.
A product can remove friction from a task and still leave the person feeling uncertain.
Reducing the work is only half the problem.
The other half is reducing the quiet second-guessing that follows.
Capability keeps getting cheaper.
Judgment does not. We can now build systems that act almost anywhere.
The scarce skill is deciding, with confidence, where they should stay quiet.
Most tools still optimize for what they can do. Very few optimize for what they should refuse to do.
The difference becomes obvious the moment something goes wrong.
Restraint is starting to feel like the real feature.
GPT-5.6 Sol is the first model that saves more engineering time than it costs to supervise.
Production apps. Multiple repos. Architecture decisions. Context that actually sticks.
Less time correcting AI. More time shipping.
https://t.co/Gf8TYxWMbv