AI isn't just automating tasks. It's reshaping which roles create value and how teams need to be built. Here's what the research shows about the talent profiles that matter most in the agentic era.
You built the agent. Gave it context. Now you're still typing the same instructions over and over for the same tasks. Skills are what close that gap — and they're simpler to build than you think.
You told yourself the AI finally knows you. Then you opened a new chat and had to introduce yourself all over again. There's a fix — and most people skip it entirely.
I focused a lot on a good prompt. But it was always so much work to get a good response. Turns out the problem wasn't my prompt at all. It was everything that fills the context before I even type a word.
There's a simple way to understand why AI took over software development before almost anything else. Call it the button test. The real question isn't "can AI do this task?" It's "can we define done well enough that AI can tell?"
