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  "slug": "verification",
  "title": "Verification - New Runtime",
  "description": "Signals and patterns about verification as the limiting factor for agent-produced work and AI-native operations.",
  "answer": [
    "Verification is becoming the scarce resource in agentic work.",
    "More generation only helps when review, tests, traces, and provenance can keep up.",
    "The best systems make verification part of the product surface instead of an afterthought."
  ],
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    "AI verification",
    "agent verification",
    "AI generated code review"
  ],
  "status": "featured",
  "last_updated": "2026-07-21",
  "counts": {
    "total": 10,
    "signals": 9,
    "patterns": 0,
    "posts": 1,
    "atlas": 0,
    "sources": 13
  },
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    "markdown": "https://newruntime.com/topics/verification.md",
    "json": "https://newruntime.com/topics/verification.json"
  },
  "top_sources": [
    "https://agent-cookbook.com/tutorial/ai-20260512163240-54x4",
    "https://blog.bytebytego.com/p/how-openai-built-its-data-agent",
    "https://code.claude.com/docs/en/goal",
    "https://cursor.com/marketplace/cursor/cursor-team-kit",
    "https://cutlefish.substack.com/p/tbm-427-the-bottleneck-strike-again",
    "https://developer.chrome.com/docs/devtools/agents",
    "https://developer.chrome.com/docs/modern-web-guidance",
    "https://github.com/mattpocock/skills",
    "https://trycase.dev/docs",
    "https://www.youtube.com/watch?v=-QFHIoCo-Ko",
    "https://x.com/ClaudeDevs/status/2074208949205881033",
    "https://x.com/ericzakariasson/status/2051255780167610522"
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  "patterns": [],
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    {
      "kind": "Field Note",
      "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.",
      "date": "2026-07-21",
      "topics": [
        "coding-agents",
        "workflow",
        "verification"
      ],
      "source_count": 2,
      "url": "https://newruntime.com/posts/ai-coding-workflow-verifiable-work/"
    }
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      "kind": "Raw Signal",
      "slug": "cheap-code-moves-bottleneck-to-review",
      "title": "Cheap code moves the engineering bottleneck to review",
      "description": "An agent-heavy development model treats implementation as abundant while specifications, validation, security, and integration remain scarce.",
      "date": "2026-07-12",
      "topics": [
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        "coding-agents",
        "verification"
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      "metric": "structural",
      "url": "https://newruntime.com/signals/cheap-code-moves-bottleneck-to-review/"
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      "kind": "Raw Signal",
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      "title": "The Future Engineer Is Defined by Judgment, Not Typing Speed",
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      "title": "TryCase gives coding agents disposable Linux verification",
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      "url": "https://newruntime.com/signals/trycase-disposable-linux-agent-verification/"
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      "kind": "Raw Signal",
      "slug": "openai-built-a-data-agent-across-ninety-thousand-tables",
      "title": "OpenAI Built a Data Agent Across Ninety Thousand Tables",
      "description": "A large internal data environment requires metadata discovery, permission-aware retrieval, query validation, and feedback loops beyond a generic text-to-SQL prompt.",
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      "kind": "Raw Signal",
      "slug": "chrome-turns-web-development-into-a-verifiable-agent-loop",
      "title": "Chrome Turns Web Development into a Verifiable Agent Loop",
      "description": "Browser guidance, inspection, interaction, and screenshots make frontend work observable enough for agents to test rather than merely generate.",
      "date": "2026-05-20",
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        "browser-tools",
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      "slug": "cursor-ships-its-development-procedures-as-agent-skills",
      "title": "Cursor Ships Its Development Procedures as Agent Skills",
      "description": "Cursor Team Kit packages verification, CI repair, review preparation, and code cleanup as reusable agent behavior.",
      "date": "2026-05-06",
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