LangChain says most Managed Deep Agents runs now come from schedules

1. 12:18 PM
   LangChain@LangChainOfficial

   LangChain says over 70% of Managed Deep Agents runs are scheduled

   AILangChain says over 70% of Managed Deep Agents runs on LangSmith come from schedules rather than human messages, since it launched dynamic scheduling in September. It says teams can distribute a proactive agent in their organization with mda init and mda deploy.

   
2. LangChain BlogOfficial

   LangChain explains how cron jobs power proactive, always-on AI agents

   AILangChain says nearly all emerging proactive agents run as cron tasks that trigger agent runs on a schedule. The post names four cron-driven behaviors: memory consolidation, proactive messages, smart triage, and follow-up reminders. It says more than 70% of Managed Deep Agent runs on LangSmith come from scheduled runs rather than a human typing a message.

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