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We wired Devin into our Slack to triage messages

LangChain · Oct 27, 2026 · Engineering Insights

LangChain wired Devin into Slack to proactively triage engineering messages autonomously

“In steady state, it's probably gonna be the case that most of the engineering work at a company, it's done proactively, autonomously, by default, by your agents.”

LangChain has deployed Devin across their Slack channels to proactively triage messages, route code reviews, and investigate issues without human prompting. The speaker frames this as a preview of a near-future where agents handle routine engineering work by default while humans focus on high-stakes strategic decisions. This is a notable real-world deployment example illustrating the shift from reactive to proactive AI agents in software engineering workflows.

devin autonomous-agents slack-integration proactive-ai engineering-automation

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