Writing & talks
Ideas worth sharing
Notes and talks on clinical AI, NLP, agent workflows, and the road from the military to building software. Active ideas — more landing here over time.
Notes & essays
- Notes
What reliable agent workflows actually require
Contracts, verification, and the boring scaffolding that separates a demo from a system you'd trust on call.
Coming soon - Essay
From the Regiment to the repo
How military operating principles — standards, ownership, after-action honesty — translate to leading engineering work.
Coming soon - Notes
NLP, before and after the LLM era
A decade of language work, and what stayed true once the models got good: framing beats raw horsepower.
Coming soon
MLOps Community · Co-host
Coding Agents Lunch & Learn
A recurring series with the MLOps Community, exploring how to build effectively with coding agents — tooling, workflows, and what actually works in practice.
- Session 1
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 2
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 3
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 4
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 5
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 6
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 7
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 8
Coding Agents Lunch & Learn
Recording link coming soon.
- Session 13
Coding Agents Lunch & Learn
Recording link coming soon.