Interactive Learning

Master the 12 principles through engaging flashcards that help reinforce your understanding of AI collaboration methodology.

Practice Session

Review each principle carefully and test your understanding with interactive flashcards.

Learning Progress1 / 12
Stage 1

Single Source of Truth

Information dispersion equals context confusion; both AI and humans may misjudge.
Tap to flip

Practices

  • Centralize all requirements, designs, and context in one documentation hub (Notion / Confluence / GitHub Wiki)
  • For AI, directly reference this single source rather than ad-hoc copy-pasting

Anti-patterns

  • Team members maintaining different document versions, causing inconsistent AI responses
Tap to flip back
Principle 1 of 12
Vibe Coding Flashcards - 10x Engineering Training | 12Factor.me