{"type":"post","id":"how-to-build-proactive-always-on-agents-with-9bd942","slug":"how-to-build-proactive-always-on-agents-with-9bd942","title":"How to Build Proactive, Always-On Agents with the Schedules SDK in Managed Deep Agents","description":"LangChain has described a Schedules SDK for Managed Deep Agents, allowing scheduled agent runs to be defined in an agent configuration or created at runtime through tools.","retrieval_nugget":"LangChain has described a Schedules SDK for Managed Deep Agents, allowing scheduled agent runs to be defined in an agent configuration or created at runtime through tools. For builders, the important shift is practical: persistent behavior can be expressed as a governed wake-up loop tied to a user’s existing thread and memory context.","published_at":"2026-10-28","updated_at":"2026-10-28","record_date":"2026-10-28","date_kind":"published_at","topics":["agent-loops","automation"],"entities":["LangChain","Managed Deep Agents","LangSmith","Schedules SDK"],"related_patterns":["goal-scoped-loops-replace-manual-continuation","harness-architecture-outlives-model-choice","company-memory-needs-write-loops"],"novelty_label":"new_fact","what_changed":"The article says more than 70% of Managed Deep Agents runs on LangSmith are scheduled rather than user-initiated.","prior_refs":["memory:7ba0e82a-ea47-8067-aee3-f451c6db814c","memory:b11ef86e-8dad-8821-ab1a-fcfb37b078ea"],"source_url":"https://www.langchain.com/blog/proactive-agents","source_urls":["https://www.langchain.com/blog/proactive-agents"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:how-to-build-proactive-always-on-agents-with-9bd942","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/how-to-build-proactive-always-on-agents-with-9bd942/","markdown":"https://newruntime.com/posts/how-to-build-proactive-always-on-agents-with-9bd942.md","json":"https://newruntime.com/posts/how-to-build-proactive-always-on-agents-with-9bd942.json"},"next_reads":[{"type":"topic","path":"/topics/agent-loops/","url":"https://newruntime.com/topics/agent-loops/","title":"Agent Loops","reason":"Explore the agent-loops topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-loops.md","json_url":"https://newruntime.com/topics/agent-loops.json"},{"type":"topic","path":"/topics/automation/","url":"https://newruntime.com/topics/automation/","title":"Automation","reason":"Explore the automation topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/automation.md","json_url":"https://newruntime.com/topics/automation.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}