I document what happens when AI agents meet real work.

I'm an engineering manager and operator. I run AI agents on practical work, keep the receipts, and write down what holds up outside the demo.

I'm the former cofounder of the Firehose project, which was acquired by Trilogy Education. I developed the curriculum that taught career switchers what they need, and I've taught coding-education workshops for business people at Harvard Business School, RISD, Carnegie Mellon, Babson, and Brown.