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Recent writing
- 15 August 2026 · 7 min
A CLI Your Agent Can Drive
Command line tools are written for people: aligned columns, color, a prompt before anything destructive, an error in a sentence. Every one of those is a hazard for a program. mammoth-cli was built for both readers: deterministic output, no prompts off a terminal, stable error codes, and a mutation class on every command.
- 14 August 2026 · 4 min
Write the Logic Once
The same threshold is hardcoded in nine pipelines. Somebody changes it in seven. Parameters and snippets exist so that the value and the logic live in one place, and every pipeline that uses them tells you when it has not caught up yet.
- 14 August 2026 · 4 min
Who Can See What
Most permission systems fail in the same direction: everyone becomes an admin because the alternative is being blocked at four in the afternoon. A model people can actually reason about is one where the interesting question, who can change this, has a short answer.
Proof
Case studies
- 20 days → hoursStarbucks · to a usable sales picture
- 10xRethinkFirst · return on investment
- 19MUFG · countries on one standard
- 70%Bacardí · faster reporting
- 55%Arla Foods · less reporting time
- 200+BAT · products tracked daily
- 17kKantar · hours saved annually
- 80%NielsenIQ · faster processing
- 0PTI Digital · lines of code written
- 23Inspired Learning Group · schools on one standard
- 65%Golden Acre Foods · fewer manual checks
- 68%The Specialist Works · less prep time
- 50%Everest Detection · faster analysis
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