AI enablement shift

Been part of a few AI enablement discussions lately. Teams are excited about speed. Shipping faster, building faster, iterating faster. Speed is real. But I think it's the wrong thing to be excited about.

When execution gets cheap, the bottleneck moves. It doesn't disappear. It moves to how clearly you can think about the problem. A vague idea used to get lost somewhere in the build cycle. Now it shows up immediately in the output and you have to confront it.

That's the shift I'm seeing. Not faster development. Every role getting closer to the thinking work and further from the doing work. Engineers reviewing and shaping more than writing. PMs prototyping instead of speccing. Everyone spending more time with the problem itself.

Still early days though. How teams actually adapt to this is still being figured out, and the process will probably look quite different a year from now as more teams go through it.