{
  "schema_version": "newruntime-topic-hub-v0.1",
  "type": "topic_hub",
  "slug": "engineering-management",
  "title": "Engineering Management - New Runtime",
  "description": "A New Runtime topic hub collecting signals, patterns, field notes, and public sources about engineering management.",
  "answer": [
    "Engineering Management is tracked here as an evidence-linked topic, not as a static glossary entry.",
    "The page connects raw observations to pattern hypotheses, longer analysis, and public sources.",
    "Use it as the canonical landing page before drilling into individual records."
  ],
  "search_intents": [
    "engineering management",
    "engineering management AI agents",
    "engineering management software"
  ],
  "status": "tracked",
  "last_updated": "2026-07-21",
  "counts": {
    "total": 5,
    "signals": 2,
    "patterns": 2,
    "posts": 1,
    "atlas": 0,
    "sources": 13
  },
  "routes": {
    "html": "https://newruntime.com/topics/engineering-management/",
    "markdown": "https://newruntime.com/topics/engineering-management.md",
    "json": "https://newruntime.com/topics/engineering-management.json"
  },
  "top_sources": [
    "https://addyo.substack.com/p/own-the-outer-loop",
    "https://addyosmani.com/blog/new-sdlc-vibe-coding",
    "https://agent-cookbook.com/tutorial/ai-20260512163240-54x4",
    "https://anthropic.com/research/AI-assistance-coding-skills",
    "https://anthropic.com/research/claude-code-expertise",
    "https://anthropic.com/research/economic-index-june-2026-report",
    "https://claude.com/blog/running-an-ai-native-engineering-org",
    "https://databricks.com/blog/benchmarking-coding-agents-databricks-multi-million-line-codebase",
    "https://hamel.dev/blog/posts/eval-smell",
    "https://ir.gitlab.com/news/news-details/2026/GitLab-Research-Reveals-Organizations-Are-Generating-AI-Code-Faster-Than-They-Can-Control-It/default.aspx",
    "https://jeffgothelf.com/blog/how-to-write-okrs-for-an-ai-product",
    "https://sonarsource.com/state-of-code-developer-survey-report.pdf"
  ],
  "patterns": [
    {
      "kind": "Pattern",
      "slug": "ai-native-orgs-move-to-review-and-orchestration",
      "title": "AI-native organizations move toward review and orchestration",
      "description": "AI-native operating models are reorganizing work around specifying, routing, verifying, and owning agent output rather than maximizing individual production speed.",
      "date": "2026-07-16",
      "topics": [
        "ai-native-organization",
        "engineering-management",
        "human-review"
      ],
      "source_count": 4,
      "metric": "medium",
      "url": "https://newruntime.com/patterns/ai-native-orgs-move-to-review-and-orchestration/"
    },
    {
      "kind": "Pattern",
      "slug": "verification-bandwidth-is-the-scarce-resource",
      "title": "Verification bandwidth is the scarce engineering resource",
      "description": "The primary bottleneck in agentic software delivery is moving from code production to the human and machine capacity required to verify it.",
      "date": "2026-07-16",
      "topics": [
        "coding-agents",
        "evals",
        "engineering-management"
      ],
      "source_count": 5,
      "metric": "high",
      "url": "https://newruntime.com/patterns/verification-bandwidth-is-the-scarce-resource/"
    }
  ],
  "field_notes": [
    {
      "kind": "Field Note",
      "slug": "ai-native-engineering-team",
      "title": "AI-Native Engineering Teams Are Smaller and Stricter",
      "description": "AI-native engineering changes team size, roles, onboarding, metrics, and review: code is no longer written only by humans, but context and quality ownership get stricter.",
      "date": "2026-07-21",
      "topics": [
        "ai-native-teams",
        "engineering-management",
        "context-engineering"
      ],
      "source_count": 1,
      "url": "https://newruntime.com/posts/ai-native-engineering-team/"
    }
  ],
  "raw_signals": [
    {
      "kind": "Raw Signal",
      "slug": "verification-capacity-coding-agent-bottleneck",
      "title": "Verification capacity becomes the coding-agent bottleneck",
      "description": "Coding agents can parallelize implementation faster than engineering teams can expand review judgment.",
      "date": "2026-07-16",
      "topics": [
        "coding-agents",
        "evals",
        "agent-ops",
        "engineering-management"
      ],
      "source_count": 4,
      "metric": "structural",
      "url": "https://newruntime.com/signals/verification-capacity-coding-agent-bottleneck/"
    },
    {
      "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": [
        "engineering-management",
        "coding-agents",
        "verification"
      ],
      "source_count": 1,
      "metric": "structural",
      "url": "https://newruntime.com/signals/cheap-code-moves-bottleneck-to-review/"
    }
  ],
  "atlas_records": []
}