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Diffs vs Fast Apply
Why Fast Apply aligns with the bitter lesson by letting models code naturally
Tejas Bhakta
May 28, 2025
5 min read
Table of Contents
"Everything is Model[s]"
Parrallels
The Impedance Mismatch Problem
Why Diffs Feel Unnatural to Models
Taking This Logic to Its Extreme
Fast Apply: Infrastructure That Enables Natural Expression
The Bitter Lesson Applied
Why This Matters for AI Coding
The Future is Natural
