About this notebook
Specific experience, lightly edited.
A public record of useful discoveries from software, AI, automation, products, and the occasional avoidable mistake.
The promise
Every note should tell you whether it comes from something tested, an observation, an opinion, an inference, or a public source. The point is useful context, not borrowed certainty.
I write for technically capable people and founders who would rather see the constraint and the failure mode than another smooth list of “best practices.”
Where AI fits
Automation can help capture, sort, draft, and edit. It does not get permission to invent first-hand experience, measurements, quotations, or results. That policy stays public here without adding an AI label to every note.
What stays private
Client details, private code, credentials, personal data, and raw conversations do not become publishable because they were paraphrased. Publication is approval-gated, and silence is always an acceptable output.
Useful beats frequent. Specific beats comprehensive. Real uncertainty beats manufactured authority.