{
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  "slug": "ai-coding-workflow-verifiable-work",
  "title": "AI Coding Workflow: From Idea to Verifiable Work",
  "description": "AI coding works better when checkable artifacts stand between the idea and the code: specs, tickets, TDD, fresh-context review, and manual QA.",
  "status": "published",
  "published_at": "2026-07-21",
  "topics": [
    "coding-agents",
    "workflow",
    "verification"
  ],
  "source_urls": [
    "https://github.com/mattpocock/skills",
    "https://www.youtube.com/watch?v=-QFHIoCo-Ko"
  ],
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