Field notes

Useful ideas for people building what comes next.

Practical writing on AI products, decision systems, growth, creative judgment, adoption, and the operating work behind meaningful change.

Explore the pillars

The opportunity comes first. The technology comes second.

A practical way to find AI ideas that create value instead of theatre.

Efficiency matters. A stronger growth system asks a different set of questions.

Bring data, rules, judgment, and action into one useful loop.

Production is easier than ever. Judgment is becoming more valuable.

A practical decision framework for choosing the simplest level of autonomy that can work reliably.

Where judgment belongs, what evidence people need, and how overrides become useful learning data.

Design the full journey from curiosity to evidence, decision, and handover—not only the launch event.

Why source context, versions, review decisions, and rejection reasons matter in generative workflows.