AI Engineering
Claude Is the Mechanic. You're the Owner of the Car — and the Throttle Has Moved.
Developer satisfaction fell twelve points while AI adoption rose eight. Most engineers are experiencing AI development through a specific failure mode — a combination of tool, model, and workflow that produces a specific kind of unhappiness. Here's what I've seen on the other side, what changed for me, and why I think the data is about to flip.
