Field Notes
Short, technical articles from the floor — no AI buzzword-stacking, just what we actually found and what we did about it.
The gap between a proof-of-concept and a system that survives a real shift change — and what usually closes it.
What we typically find when we time-track how a shift report actually gets assembled, versus how long it's assumed to take.
The questions we ask in the first walk-through, before a single agent is deployed.
How documentation drift happens even in well-run plants, and what keeping it current actually requires.
Why one-time process adjustments quietly decay, and what a tuning cadence actually looks like in practice.
Notes from a region with decades of precision manufacturing already built in.
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Latest field notes
Diagnostics — the gap between proof-of-concept and a system that survives a shift change.
Administration — what time-tracked shift assembly actually costs versus the assumption.
Method — the questions we ask in the first walk-through, before any agent is deployed.
Penang — notes from a region with decades of precision manufacturing already built in.
Administration — how documentation drift happens even in well-run plants.
