The Only Way to Ship Prod Is to Cut a Tag
Why our portal's production deploys fire on a calendar-versioned git tag instead of a button click — and what that buys you.
● Urgent-care operator · AI-agent engineer
I build AI that makes urgent care faster, better, and less exhausting to run.
A growing share of my urgent-care company's operations runs on a fleet of AI agents I built — and I write down how it actually works so you can use it too.
You run a clinic
See how AI actually runs the operations
Intake, scheduling, charting, billing — the whole day, run by agents, with a human on the calls that matter.
How I run it → You build with AITake the patterns I use every day
Agent harness, self-verification, recovery, the failures nobody screenshots — written to lift straight into your own agents.
Read the field notes →Latest writing
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From the garden
Wander the garden →
Seedling Last tended 2026-07-12
Let Agents Propose, Not Commit
When an automated system infers links, updates, or actions from activity logs, resist the urge to have it write directly to your system of record. The higher…
Seedling Last tended 2026-06-18
An Orphan Issue Is Not Delivery
Filing a ticket creates the appearance of progress while nothing is actually owned, scheduled, or moving.
Seedling Last tended 2026-06-18
Judge the Fact Before You State It
An LLM's attention is cheap and a human's is scarce. Spend the cheap one to protect the scarce one.
Selected work
All projects →
Patient Portal
A single web platform that runs a clinic's whole day — check-in, a live provider queue, lightweight charting, telehealth, staff messaging, and billing — instead of a dozen disconnected legacy tools.
Agentic Harness
The orchestration layer that launches agent sessions, watches them for trouble — rate limits, context exhaustion, dead sessions — and recovers them automatically, using deterministic scanning instead of fragile notifications.
Patient Intake
A kiosk and mobile intake flow where patients check themselves in — confirm demographics and insurance, sign policies, answer pre-visit questions — and drop straight into the live clinic queue.
If this is your kind of problem, email me.
Building agent systems inside a real business — or running a clinic and wondering what this could look like for you? That's exactly the conversation I want to have. No form, no funnel.