Notes from the work.

Short observations about websites, data, AI, publishing, and the details that tend to matter after the exciting part.

NOTE 01

A website is more than its homepage.

The visible pages are only one layer. Ownership, hosting, forms, analytics, search tools, integrations, updates, and recovery plans determine whether the site remains useful after launch.

NOTE 02

Choose the task before the AI model.

Write down what goes in, what a good result looks like, what can go wrong, and who checks it. That description usually reveals more than a model leaderboard does.

NOTE 03

Analytics should change a decision.

A large number can look impressive without explaining anything. Define the question first, keep the metric honest, and connect it to an action someone can actually take.

NOTE 04

Publishing is a loop, not a finish line.

Build, publish, observe, revise. A useful product or media project improves because it stays close to the people using it and the conditions around it.

NOTE 05

Account ownership is infrastructure.

Domains, social accounts, analytics, billing, and recovery methods should belong to the right entity—not one person’s memory or an inaccessible inbox.

NOTE 06

A backup matters when it restores.

A successful backup notification is not the same as a recovery plan. Know what is included, where it lives, who can reach it, and whether it can be restored when needed.