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      "headline": "For Hotter, Drier Ground, Adaptation Is Measured Underground and at the Leaf Edge",
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      "headline": "Voice agents split into three jobs: the brain, the ears and the gatekeeper",
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      "headline": "Venture money this week went to factory controls, circuit boards, procurement and memory",
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      "url": "https://hangingcontext.com/stories/2026-10-29/legal-work-agent-operating-system/",
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      "url": "https://hangingcontext.com/stories/2026-10-29/gemini-4-carbon-security-race/",
      "json": "https://hangingcontext.com/stories/2026-10-29/gemini-4-carbon-security-race/index.json",
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      "headline": "Gemini 4 Carbon arrives as a defensive model while security chiefs put AI at the top of their 2027 agenda",
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      "url": "https://hangingcontext.com/stories/2026-10-29/driverless-moves-to-production-contracts/",
      "json": "https://hangingcontext.com/stories/2026-10-29/driverless-moves-to-production-contracts/index.json",
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      "url": "https://hangingcontext.com/stories/2026-10-29/developers-orchestrate-agent-code/",
      "json": "https://hangingcontext.com/stories/2026-10-29/developers-orchestrate-agent-code/index.json",
      "markdown": "https://hangingcontext.com/stories/2026-10-29/developers-orchestrate-agent-code/index.md",
      "headline": "Developers stop writing code and start orchestrating agents",
      "dek": "GitHub reports record agent-started work, multi-model sessions and a new orchestration layer, while cost data says how you run agents matters as much as which model you pick.",
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  ],
  "sponsor": {
    "label": "From Synorb",
    "title": "Save what you follow as a Beacon",
    "text": "A Beacon is a saved query that your agent pulls with an explicit lookback window. Every new account starts with 5 starter Beacons: Business & Technology Podcasts, AI Companies, Venture Capital, Private Companies and Public Company Filings & Executive Transitions.",
    "cta": {
      "label": "See Beacons",
      "url": "https://synorb.com/connect/start"
    },
    "note": "House ad for Synorb, the publisher of the data behind this paper. Not a news item."
  }
}
