Blog
Thoughts on software engineering, the things I build and what I learn along the way.
2026
Pulling a year of bank statements out of Gmail for one cent
I used Jev, TypeSafe's new System One model, to find every bank statement in my inbox and file the PDFs by bank. 305 emails, about 200 ms per decision, and roughly a cent in model costs.
Building an interactive email that still works in Outlook
A look back at a personalized, interactive email I built for a card-member campaign: a CSS-only carousel, AMPscript personalization and a fallback for every inbox.