- Resource eval: arXiv:2507.00788 "Echoes of AI" (151 devs, 95% pros, 2-phase blind RCT) — 30.7% faster median, ~55.9% habitual users, no significant downstream maintainability impact - guide/learning-with-ai.md: citation + "On maintainability fear" note - guide/ultimate-guide.md: nuance blockquote in §1.7 Trust Calibration - machine-readable/reference.yaml: 4 new RCT/maintainability entries - docs/resource-evaluations/: evaluation file with technical-writer audit Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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