Developers aren't disappearing—they're transforming.

You've probably heard this before. But let's cut through the noise: what's actually happening on the ground?

Recent deep-dive research with early AI adopters reveals something interesting. The reality of how developers spend their days is shifting—but not in the way most people think. When you talk to those pushing AI adoption hardest, a clearer picture emerges.

Turns out, the narrative isn't about replacement. It's about workflow redesign. Tasks that once consumed hours now take minutes. But new challenges pop up elsewhere. The role expands rather than shrinks—just differently.