AI Disruption

AI Disruption

Why Is Good Dev Practice Heresy to You?

AI-era SDD: stop token waste, kill hallucination, ship 10x faster—master spec-driven dev

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Meng Li
Nov 13, 2025
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General Agents Haven’t Truly Arrived Yet, But Human Thinking Has Already Been Completely AI-ified.

Looking back at the criticisms, there are essentially three points:

  1. “These generated documents give me a headache just looking at them” - believing there are too many documents, creating excessive cognitive burden.

  2. “Completely meaningless, these documents will just waste tokens in subsequent iterations” - believing that feeding these documents to AI during iteration will generate enormous costs.

  3. “Every small feature modification requires constant document updates and cross-validation,” - believing the process is rigid and unsuitable for agile iteration.

But with all due respect, these may represent major misunderstandings of SDD in the AI era.

15-Minute Workweek: Claude Code-Powered SDD Protocol

15-Minute Workweek: Claude Code-Powered SDD Protocol

Meng Li
·
Nov 10
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