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

> Original title: You’re an mda init and mda deploy away from distributing a proactive agent in your org.

- Source: LangChain
- Published: 2026-10-28T16:18:45.000Z
- Bad Influence: https://badinfluence.news/items/pgx5xpvi8y8xs91ren45qzzov
- Original: https://x.com/LangChain/status/2115478384855625930

## Summary

LangChain 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.

## Post

You’re an mda init and mda deploy away from distributing a proactive agent in your org.  

Since launching dynamic scheduling for Managed Deep Agents in September, over 70% of MDA runs on LangSmith come from schedules vs human typing a message.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHVuwXDbWgAA4_Rf.jpg&mode=thumb&exp=1793404800&sig=22e8a0fb64b78833)

## Quoted post @ndrezn

> nearly every proactive agent you've seen is a cron job with a prompt
> 
> memory that "dreams" overnight, agents that ping you first. both are scheduled runs on a 50+ year old OS idea
> 
> how to build one with Managed Deep Agents ⬇️ https://x.com/i/article/2115474237418778624

https://x.com/ndrezn/status/2115477935482118345