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Diffs vs Fast Apply

Why Fast Apply aligns with the bitter lesson by letting models code naturally

Tejas Bhakta
Tejas Bhakta
May 28, 20255 min read
Diffs vs Fast Apply

Table of Contents

  1. "Everything is Model[s]"
  2. Parrallels
  3. The Impedance Mismatch Problem
  4. Why Diffs Feel Unnatural to Models
  5. Taking This Logic to Its Extreme
  6. Fast Apply: Infrastructure That Enables Natural Expression
  7. The Bitter Lesson Applied
  8. Why This Matters for AI Coding
  9. The Future is Natural
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