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Soften spec tools section wording
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_posts/2026-05-13-executable-markdown-specs-agentic-coding.md

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Weak specs still produce weak outcomes. LLMs do not remove ambiguity. They often scale it.
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## 2. The industry is converging on “spec-first”
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## 2. The industry is experimenting with spec tools
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![Tool-card image showing SpecKit, spec-driven development, structured prompts, and prompt to plan to build pipelines](/assets/article_images/2026-05-13-executable-markdown-specs-agentic-coding/section-2-spec-first-convergence.svg)
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The industry is already converging on “spec-first”.
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The industry is already experimenting with spec tools.
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You can see it in SpecKit-style workflows, spec-driven development tools, and structured prompt → plan → build pipelines.
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