A Salty VetOlympia / Product systems

Writing / Field Notes

Ideas tested
against the work.

Not a content treadmill. A public ledger for the operating rules, failures, boundaries, and useful patterns that emerge while shipping products and systems.

Lead essay / Operating Rules

2026-05-24Owned essay / repository-backed practice

Build with receipts

A working rule for products, resumes, and public claims: show the thing or mark the gap.

Read the field note

Chronological ledger

Notes worth keeping.

  1. 01

    Geospatial Judgment / Field Note

    AI in GIS without the smoke machine

    Where AI may help geospatial work: cleanup, classification, routing, summaries, QA, and decision support without pretending judgment can be outsourced.

  2. 02

    Governed Agents / Field Note

    Controlled autonomy beats autonomy theater

    Notes on keeping AI and automation useful through approvals, audit trails, cost gates, and human authority.

Editorial scope

AI-enabled products. Governed agents. GIS. Release intelligence. Lessons from shipping.

Field Notes follows the work as it changes: what held up, what failed, what earned a repeatable rule, and what still needs proof. The goal is useful context for people building and leading technical systems.