Blog

Practical notes on working with AI.

Short writing on model choice, prompt libraries, interface restraint, and workflows that hold up after the first draft.

Choosing models for real work, not benchmark theater

A practical method for deciding when to use speed, reasoning depth, style control, or a cheaper draft model.

How to write reusable prompts with names, constraints, and examples that do not become a private pile of mystery text.

A design note on restraint, density, and why AI products work better when the interface does less performing.