Managed Deep Agents Schedules SDK enables always-on agents via Cron scheduling
Current overview (not historical)
Managed Deep Agents introduces a Schedules SDK with an integrated Cron server, allowing developers to set recurring tasks that keep agents online. A daily 'dream' mode task updates long-term memory, supporting both static and dynamic scheduling for proactive agent interaction and automation. The system is designed to maintain agent availability and enable continuous task execution.
Written with AI from the reporting · updated 10/28/2026
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- 1Unclassified fact stationOct 29, 00:00recorded Oct 29, 01:08single sourcerevised
如何使用 Managed Deep Agents 的 Schedules SDK 构建始终在线的代理
Read original source ↗ LangChain BlogReplay this moment in the explorerEvidence & revisions · 1 source records
- Subject：
- managed_deepagents
- Action：
- 提供 Schedules SDK 与 cron 机制，用于构建始终在线、主动的代理
- Object：
- 开发者
- Occurred (fact side)：
- Oct 29, 00:00
- Published (valid side)：
- Oct 29, 00:20
- First seen (known side)：
- Oct 29, 01:08
Fact stationSingle source · one-sided claimRevisedCopy may have been revised later; time replay is bounded. Layer labels group reading only, not causation between layers.
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- LangChain BlogRelated fact: single sourceSource report revisedLangChain introduces Schedules SDK for building proactive, always-on agents in Managed Deep Agents
Report first recorded Oct 29, 01:08
The Schedules SDK in Managed Deep Agents enables proactive agent behavior through cron-based scheduling. Over 70% of runs on LangSmith come from scheduled tasks rather than user messages. Crons unlock capabilities including long-term memory via 'dreaming', proactiveness through scheduled goal exploration, and smart triage by monitoring information sources like Slack and Email to surface relevant messages to users.
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Event activity trend
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- Comparable peak
- 10Oct 29, 02:00
- 24h change
- -50%
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