Nextmind

How Many of These 20 Do You Know?

The 20 things it takes to actually train with AI, in order. The first 4 get you going.

Kevin Rudd1 min read
How Many of These 20 Do You Know?

These are the 20 things you need to know to actually train with AI, and they get more advanced as you go.

You don't need all 20 to start. The first 4 get you going, so find where you are on the list and work down from there.

We teach all 20 of these in Athlete AI Labs, where you build your own app or AI agent in 4 weeks: 4-Week Fitness App Challenge.

The list

  1. Claude Code or Codex

  2. API documentation

  3. MCPs

  4. IDE

  5. The CLAUDE.md file

  6. Markdown files

  7. Claude skills

  8. API keys and your .env.local file

  9. OAuth

  10. Database schema

  11. Rate limiting

  12. Sync pipelines

  13. Scripts

  14. Git and GitHub

  15. The write-back

  16. Deploying

  17. Cron jobs

  18. Webhooks

  19. Memory

  20. The closed loop prompt

I wrote up what each one is, why it matters and where to start.

Get the full guide to all 20

Let me know how many you've got and which one you want me to go deeper on next.

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