Writing
Engineering notes and project lessons.
New articles will appear here. For now, explore the published case studies for a closer look at our engineering work.
Pillars
What this will cover
Rescuing AI-tool builds
How to assess a stalled build, identify the remaining work, and plan repairs.
Production AI systems
Retrieval, evaluation harnesses, and what these systems cost to run once real traffic arrives.
Working with a small remote team
Overlap hours, ownership, and the mechanics that make offshore delivery work or fail.
Engineering decisions with numbers
Tradeoffs we made on real projects, including the ones we would make differently.
Free
Check your public app first
Run Production Check on a public app URL. See observable findings and coverage before deciding whether a deeper engineering review would help.