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  "text": "2026 is the year of long-horizon agents. @sequoia predicts that this year, agents will be able to tackle long-horizon tasks and work autonomously for hours to solve ambiguous tasks.\n\nWe're excited about how this translates to knowledge work automation, particularly over documents. Let's take a look at \"Long Horizon Document Agents\"\n\n🕰️ Agents are evolving to work autonomously over weeks, not just minutes, handling complex document tasks end-to-end.\n🔄 These agents can continuously monitor events like document changes, comments, and deadlines - not just respond to chat prompts\n📝 They maintain persistent task backlogs and can collaborate iteratively on living documents like FAQs, PRDs, and legal contracts\n🎯 The interface shifts from chat boxes to \"agent inboxes\" that manage ongoing document tasks with clear status and context\n⚡ This enables true automation of multi-step knowledge work - from due diligence memo updates to contract redline collaboration loops\n\n2026 is shaping up to be the year agents evolve from \"workflows\" to \"employees\" - and we're building the document processing infrastructure to make this possible.\n\nRead @jerryjliu0's full blog on long horizon document agents: https://t.co/1DwRnMRseH",
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