I fix what breaks when AI changes how engineering teams work.

AI adoption stalls for human reasons that often get conflated with technical ones. I help engineering leaders and their teams figure out what's actually going on and fix it. It usually takes a few weeks to get moving, or a few months to get it right.

Not sure what to fix first?

Tell me what's not working. I'll tell you what I'd fix first and how.