{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2709",
  "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.",
  "observed_at": "2026-07-16",
  "why_it_matters": "The scarce resource moves from code generation to trustworthy specifications, review queues, evaluation coverage, and accountable release decisions.",
  "novelty": "structural",
  "verification_level": "source-inspected",
  "signal_type": "field-report",
  "evidence_kind": "mixed",
  "status": "published",
  "telegram_message_id": 2709,
  "telegram_url": "https://t.me/qwgai/2709",
  "topics": [
    "coding-agents",
    "evals",
    "agent-ops",
    "engineering-management"
  ],
  "entities": [
    "Addy Osmani",
    "Sonar",
    "Anthropic",
    "GitLab"
  ],
  "related_patterns": [],
  "source_urls": [
    "https://addyo.substack.com/p/own-the-outer-loop",
    "https://sonarsource.com/state-of-code-developer-survey-report.pdf",
    "https://anthropic.com/research/AI-assistance-coding-skills",
    "https://ir.gitlab.com/news/news-details/2026/GitLab-Research-Reveals-Organizations-Are-Generating-AI-Code-Faster-Than-They-Can-Control-It/default.aspx"
  ],
  "import_batch": "telegram-2026-07-17-v1",
  "routes": {
    "html": "https://newruntime.com/signals/verification-capacity-coding-agent-bottleneck/",
    "markdown": "https://newruntime.com/signals/verification-capacity-coding-agent-bottleneck.md",
    "json": "https://newruntime.com/signals/verification-capacity-coding-agent-bottleneck.json"
  },
  "source_format": "telegram-export-normalized-json"
}