{
  "apiVersion": "v1",
  "passage": {
    "id": "dropbox-build-agent-loop-tools-context-ourselves-framework-lagged-2026",
    "text": "Ultimately, we opted to build the agent loop, tools, and the system for gathering context ourselves, and we connect directly to model providers instead of relying on a broad agent framework. That's because a framework we initially explored lagged behind the provider APIs we wanted to use and included more structure than Reclaim needed.",
    "context": null,
    "speaker": null,
    "speakerId": null,
    "speakerUrl": null,
    "speakerLevel": null,
    "role": null,
    "voice": "organization",
    "organization": "Dropbox",
    "organizationId": "dropbox",
    "organizationUrl": "https://the-ai-record.com/organizations/dropbox",
    "aiVendor": false,
    "work": {
      "title": "Evolving our calendar assistant Reclaim to be AI-native without starting over",
      "type": "post",
      "date": "2026-09-29",
      "publisher": "Dropbox.Tech",
      "locator": "Building the agent platform",
      "url": "https://dropbox.tech/machine-learning/evolving-calendar-assistant-reclaim-to-be-ai-native"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "reported",
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    "topics": [
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      "choosing-models"
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    "figures": [],
    "url": "https://the-ai-record.com/passages/dropbox-build-agent-loop-tools-context-ourselves-framework-lagged-2026",
    "json": "https://the-ai-record.com/api/v1/passages/dropbox-build-agent-loop-tools-context-ourselves-framework-lagged-2026.json"
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  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tools or services and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
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}