The Funnel Tells You Where. Customers Tell You Why.
I built a dashboard to see where new users get stuck. The answer came from about ten conversations, patient alignment and a change that wasn’t code.
I built a dashboard to see where new users get stuck. The answer came from about ten conversations, patient alignment and a change that wasn’t code.

A briefing on AI, security, frameworks, and infrastructure for engineering leaders.

Why healthy services can still create a broken product, and how shared contracts and feature leadership close the gaps.