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Dev.to
Dev.to
6/25/2026
I Built Two AI Tools. The Second One Told Me How I Should Be Learning AI.

I Built Two AI Tools. The Second One Told Me How I Should Be Learning AI.

Short summary

Learning by building AI projects works better than courses: the author shipped two Claude Code projects through practice rather than theory. They designed an 8-phase curriculum to master Claude Code's advanced features (MCP, Skills, Subagents, Hooks, Plugins, Checkpoints) before studying Fast.ai fundamentals. The strategy trades short-term momentum for deeper understanding by eliminating tool friction before tackling harder concepts.

  • Project-based learning outperforms traditional courses for tool mastery
  • 8-phase curriculum to master Claude Code before AI fundamentals
  • Prioritize tool expertise to prevent tool friction from competing with harder learning

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