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Field notes on shipping AI
Practical writing on AI, automation, and building products that ship.
Engineering2 min read
Why your AI prototype isn't production yet
The demo worked. Shipping it is a different job. Here's the gap between an impressive AI prototype and a system your business can rely on - and how to close it.
Jun 18, 2026Read
Automation2 min read
Automation that respects the exceptions
Most automation breaks on the cases nobody documented. The trick isn't automating the happy path - it's designing for the messy 10% that makes a process real.
Jun 10, 2026Read
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