Standing questions, living answers

Turn model changes into useful choices: what to try, how to use it, and where it falls short.

Practical notes on editing, timing, animation, and repeatable production workflows.

Improve how you give agents context, break down tasks, test changes, and ship software.

Reusable workflows for information, tools, and personal knowledge.

Source-backed experiments in distribution and independent products.