Thinking out loud.

New data shows engineering managers using AI are shipping four times more code than those who aren't. Almost no one is talking about what that means — or how to use it.

Most software organizations have purchased AI tools. Very few have a plan for what comes next — and the difference is already starting to show.

Every software team has a divide between those who embrace AI tools and those who resist them. How you bridge that gap — or force it — defines what comes next.