Learning roadmap

Judgment & Taste

AI can build the wrong thing 100× faster. The skill that pays in 2030 is picking the right thing.

5 stages~8 h
That leaves 5 stages, ~8 hours of focused work. You can clear it in any order, but the stages compound — try them top-to-bottom your first time.
  1. You'll pick up:

    case study, pattern library, first principles, after action review

    Lab task

    A pattern journal page: log decisions you witnessed, tag the pattern each shows, and get a monthly "what repeats here" summary.

    Build it in the Lab
    Checkpoint

    You have a personal "what works" doc with 20+ patterns you’ve verified yourself.

What you'll be able to do
  • Spot a bad idea 5 minutes earlier than your past self.
  • Defend a "no" with a 1-paragraph principle, not a 30-minute meeting.
  • Build a personal feedback loop on the decisions you make weekly.