Systems That Remember
Failure becomes useful when its lesson stops depending on memory.
CTO at EasyPost.

Notes on software, organizations, AI, and systems design.
Failure becomes useful when its lesson stops depending on memory.
Do enough to learn what matters. Build one complete path, resist speculative scope, and let evidence determine the next investment.
I built a Claude skill to challenge the request, preserve the decisions, and make the handoff executable.
CTO at EasyPost. Previously Fastly and Engine Yard; earlier work at UPS.