Field Notes

Engineering notes, weekly.

Short, concrete write-ups from real AI & automation builds. New note every week.

What an AI-Automation Audit Actually Looks Like (Checklist Included)

The fixed-scope diagnostic to run before writing a line of automation code — the scoring rubric, and the three failure modes it almost always finds.