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Anthropic's Agents Now Self-Improve Between Sessions. Here's How Dreaming Works.

DEV Community·Evan-dong·26 days ago
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#ai#api#tutorial#agent#dreaming#agents
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On May 6th, Anthropic shipped three new capabilities for Managed Agents. Two of them — Outcomes and multi-agent orchestration — are solid infrastructure upgrades. The third one, Dreaming, is the one worth stopping to think about. Dreaming is a scheduled background process that runs between sessions. The agent reviews its own past conversation transcripts, identifies recurring patterns, and writes learnings into its memory stores. No human prompt required. No explicit instruction to "remember this." If you've been building with Claude agents, you already know how memory works: you tell the agent something, it stores it, it uses it next time. Passive. Explicit. You're the one deciding what gets remembered. Dreaming flips that. The agent decides. How It Actually Works The process runs on a schedule between sessions. The agent scans past transcripts looking for signal: mistakes it repeated, approaches that worked, edge cases it missed. It then curates its own memory stores based on what it finds.…

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