Writing

Practical notes from the build process.

Articles on AI, entrepreneurship, teaching and product building written from direct work rather than trend watching.

How to use AI without turning work into a prompt experiment

A practical approach to fitting AI into real routines without adding noise, complexity or another tool obsession.

Before building any assistant, write down the decisions, source material and boundaries that should guide its output.

Prompt training works better when it starts from decisions, outcomes and examples instead of abstract AI vocabulary.