nathan drezner

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 ⬇️ x.com/i/article/2115…

icymi - browser use in managed deep agents!

it is a wicked great experience

async subagents mean an orchestrator can pass on context to a fleet (swarm!) of subagents in order to handle many tasks in parallel, without blocking the original interaction point.

locally your cc instance does this all the time - but in production it's a nightmare to manage. managing passing down context, picking up threads when a subagent completes, running parallel processes... lots to deal with.

with managed deep agents it's a single configuration point in your agent definition, I'm really excited with how the devex on this feature came out.

frontier AI right here in 🇨🇦🍁

great to see success for Cohere and excited to watch them continue to innovate. sovereign AI is crucial!

most of the web has no API, just pages built for people clicking through them

so! we added a browser to Managed Deep Agents. and when a site wants a login, agents can hand over the window so passwords stay out of the model.

all built in with every MDA x.com/i/article/2115…