Part 10 of 10 · Mastery
Run the loop forever.
Mastery is a habit: diagnose, redesign, measure, repeat — with the Incentives LLM doing the heavy lifting on every change.
Measure one number
Pick the outcome that matters and watch it after every change.
Test small, ship often
One variable at a time. Keep what moves the number.
Make the LLM the default reviewer
Every new page, email, or offer goes through it before launch.
Keep learning
Go deeper in the Atlas and the Periodic Table whenever a new behavior puzzles you.
Open inside the Lab