Deep Agents 101
Forget the simple loop of “ask LLM, call tool, repeat”—that’s your classic shallow agent, great for quick hits but clueless at big-picture projects. Deep agents, by contrast, can map out long-term plans, dive into complex topics, and actually see multi-step tasks through to the end.
They’re popping up everywhere—from OpenAI’s Deep Research squad to code-focused buddies like Claude Code and Manus—and they’re reshaping what AI assistants can tackle. Think of deep agents as your patient, strategic teammates, not just speedy answer machines.
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