LangChain builds internal agents for marketing, sales and engineering

LangChain has built internal agents for marketing, sales and engineering that operate within Slack. These agents share core primitives: they operate where people work, act on behalf of users or with fixed identities, have scoped memory, run code in sandboxes, and are largely scheduled rather than manually invoked. The blog details the design choices behind these agents, including user experience solutions like breaking conversations out of threads and identity management strategies.