Engineering notes
Notes from
the workbench
How we think about software, where automation helps, and what’s worth considering before you build. Written to be useful, whether or not we work together.
-
AI & automation / Engineering
An AI workflow needs a baseline, not just a demo
Define the task, evaluate real examples, and keep consequential actions under explicit control before connecting AI to business systems.
-
Custom software / Operations
Before you build an internal tool, map the handoffs
A useful internal system starts with understanding where work waits, where information is copied, and who owns the next decision.