Field notes on architecture, AI, and security

A place to think out loud about what I'm building and learning.

Enterprise architect since 1998. Shipped eCommerce for AT&T, Procter & Gamble, and Ulta. Built 10MinuteMail. Now helping Fortune 1000 teams put AI to work.

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Software DevelopmentDevonOct 18, 2026·16 min

Classifying email with a decision model: Jev, and a four-way bake-off

I replaced gpt-5-mini with TypeSafe's Jev for email triage, then ran it against Clef and OpenAI's Decisions API. Jev won, with caveats.

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10MinuteMail

I Edge-Cached the 10MinuteMail Home Page and LCP Didn't Move

Two ways to make 10MinuteMail's home page faster, one A/B test, and an LCP number that came out identical both ways.

Sep 2026 · 11 min

Software Development

FullAuto: Wiring ccmagic’s auto-ticket into Cyrus

Wiring ccmagic's auto-ticket into a self-hosted Cyrus container so a labeled Linear issue comes back as a merged PR. Three things broke along the way, and they're all in here.

Aug 2026 · 10 min

Software Development

auto-ticket: Letting Claude Code Run a Ticket End to End (and When You Shouldn't)

A ccmagic skill that runs a ticket from branch to merge with no human in the loop. What it does, how it's kept from merging garbage, and the cases where I wouldn't use it.

Jul 2026 · 9 min

Software Development

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A place to think out loud about what I'm building and learning.

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Classifying email with a decision model: Jev, and a four-way bake-off

Field Notes

I Edge-Cached the 10MinuteMail Home Page and LCP Didn't Move

FullAuto: Wiring ccmagic’s auto-ticket into Cyrus

auto-ticket: Letting Claude Code Run a Ticket End to End (and When You Shouldn't)

Self-Hosting a Linear-Driven Claude Code Agent with Cyrus

My Personal Single Pane of Glass Dashboard

AI Coding Zen and the Art of Context Management

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