Key Takeaways
- At its latest Code With Claude developers conference, Anthropic confirmed that Claude Managed Agents will soon be able to “dream” in much the same way that humans do.
- While current AI agents undergo a similar process known as compaction, this is limited to single agents and single conversations. Dreaming allows multiple agents in a workflow to analyze prior conversations, leading to nuanced pattern recognition.
- Claude is already the tool of choice for developers everywhere, and this latest innovation will only cement that status.
Anthropic has revealed that its flagship Claude chatbot will soon be able to “dream” in a process mirroring what the human brain does when we sleep. Specifically, it will go over recent events and identify things that are worth committing to “memory,” which can then inform future tasks and interactions.
Unlike compaction — the process that all AI agents undergo in which conversations are regularly audited for irrelevant information — dreaming periodically recurs across multiple agents. This will identify complex patterns that a single agent couldn’t identify alone.
Dreaming is currently limited to Claude Managed Agents, which “provides the harness and infrastructure for running Claude as an autonomous agent,” according to the company. Reportedly, the process will be invaluable for long-running, complex projects that involve multiple AI agents.
Claude Managed Agents Can Soon Dream
Anthropic has revealed that Claude will soon be able to dream. In a process closely mirroring what the human brain does when we sleep, the chatbot will soon revisit recent interactions and identify specific things that are worth storing in its “memory.”
The feature is currently reserved for Claude Managed Agents, which are pre-built agents that operate in managed infrastructure. They’re engineered for long-running and complex tasks that require a high degree of asynchronous work.
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Anthropic revealed the news at its latest Code with Claude developers conference. It is still in research preview, but interested developers can request access.
Dreaming Will be Invaluable for Complex Processes
Regular chatbots already undergo a process known as compaction, in which lengthy conversations with users are regularly analyzed, and the models remove information that is irrelevant to the context window. However, Anthropic claims that dreaming differs in a few key ways.
To begin with, while compaction is limited to a single conversation with a single agent, dreaming allows conversations across multiple agents to be analyzed and stored. In theory, this will enable the agents to identify complex patterns. It could be a game changer for developers working on multi-step projects that require a high level of asynchronous work.
“Dreaming surfaces patterns that a single agent can’t see on its own, including recurring mistakes, workflows that agents converge on, and preferences shared across a team. It also restructures memory so it stays high-signal as it evolves.” – Anthropic spokesperson
Claude the Go-To Platform for Developers
From a developer standpoint, Claude continues to go from strength to strength. The platform is already considered the de facto solution for coders everywhere, with the company announcing recently it is rolling out AI agents for financial services.
AI is already deeply embedded in software development, with 90% of developers now using the technology at work, and this trend is showing no signs of abating, with AI shown to accelerate coding. The rollout of various vibe coding platforms has taken this even further.
This comes in spite of various warnings from leading figures in the tech space that mass unemployment due to AI is likely.
