jonroosevelt.com valid

Jon Roosevelt

I run urgent care clinics and build the AI that runs them. Engineering notes, clinic build logs, and things I learned the hard way.

For agents: Jon Roosevelt's blog and notes: running urgent care clinics, building the AI that runs them, and lessons on agent orchestration and monitoring.

urgent-careai-agentsengineering-notesclinic-operationsagent-automation

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T10:16:32.823Z. Cached copy · Source on jonroosevelt.com

# Jon Roosevelt

> I run urgent care clinics and build the AI that runs them. Engineering notes, clinic build logs, and things I learned the hard way.

Jon Roosevelt has been programming since 2007. He founded Arcs Health, which builds AI for urgent care (ambient charting, intake, scheduling, a patient portal, and an agent harness), and runs those systems in real clinics including Covenant Clinics. This site is his engineering notes and build log, generalized and never client- or patient-specific. A fleet of AI agents he built helps build, update, and deploy the site.

Key facts:
- Name: Jon Roosevelt
- Role: AI engineer; founder, Arcs Health
- Focus: urgent-care operations, healthcare AI, agentic engineering, and making classical music approachable through Tutti
- Contact: jon@arcs.health · GitHub https://github.com/RooseveltAdvisors · LinkedIn https://www.linkedin.com/in/jonroosevelt/
- Full content of every post in one file: https://jonroosevelt.com/llms-full.txt

## Blog
- [Our monitor looked healthy for days but could not send an alert](https://jonroosevelt.com/blog/the-monitor-that-could-not-page/): Our MediOrbis intake monitor saw failure for one sample. The alert engine needed two, and a delayed database copy hid failures from the rule in the first place.
- [I gave my orchestrator agent full merge authority and stopped reviewing PRs](https://jonroosevelt.com/blog/i-gave-my-orchestrator-agent-full-merge-authority/): My orchestrator stopped on every pull request to ask if it should merge. I gave it two gates and one habit instead: merge when the gates are green, then verify what actually landed.
- [Three messages in a row reached the wrong agent](https://jonroosevelt.com/blog/three-messages-in-a-row-reached-the-wrong-agent/): My supervisor agent kept ringing one worker about jobs that belonged to other workers. The worker checked the address before acting, and that check kept two agents from doing the same job twice.
- [My model server kept 403ing because the token lived in the wrong field](https://jonroosevelt.com/blog/my-model-server-kept-403ing-because-the-token-lived-in-the-wrong-field/): I migrated machine secrets to 1Password and purged local token files. Then my vLLM model server crashed on a cached model because of how it checked for access.
- [Reading a service token from /proc came back empty](https://jonroosevelt.com/blog/reading-a-service-token-from-proc-came-back-empty/): A caller script tried to scrape a conductor bearer token from /proc/PID/environ. The process was healthy, but the file was empty. Why startup snapshots are not ground truth.
- [Same bytes, different parser](https://jonroosevelt.com/blog/same-bytes-different-parser/): I compared HTML twins of my MDX blog posts and the Tech captions were gone. The files matched. The parsers did not.
- [I Almost Reported a Failed Deploy That Hadn't Run Yet](https://jonroosevelt.com/blog/i-almost-reported-a-failed-deploy-that-hadn-t-run-yet/): I merged a two-line fix, waited about
…

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