# LangChain Deep Agents: Your AI Agent Is Not Frozen. It Just Cannot Tell You It Is Working. II

> Source: <https://pub.towardsai.net/langchain-deep-agents-your-ai-agent-is-not-frozen-it-just-cannot-tell-you-it-is-working-ii-58618617dc42?source=rss----98111c9905da---4>
> Published: 2026-07-14 02:52:22+00:00

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# LangChain Deep Agents: Your AI Agent Is Not Frozen. It Just Cannot Tell You It Is Working. II

## Part 3: Trade the single blocking call for a live feed. Here is how LangChain Deep Agents streaming works, what the three modes give you, how to tell the main agent apart from its subagents…

*Nothing kills trust faster than a frozen screen that leaves users guessing whether your agent is thinking, stuck, or already dead. Streaming turns that silence into a live pulse, showing the plan, the tool calls, and the words as they happen so people can finally believe the agent is working.*

In this article:You will learn why

invokemakes a deep agent look dead during long runs, and how to swap it for a stream that surfaces the plan, the tool calls, and the tokens in real time. We cover the three

stream_modealtitudes, how the namespace field attributes every event to the agent that produced it, the one stray token class you have to filter out, and a twenty-line console that turns an opaque agent into one you can watch think.
