Deep agents are basically souped-up AI sidekicks that go beyond the basic “ask an LLM, call a tool, rinse, repeat” routine. Unlike shallow agents that can’t see past the next step, deep agents can actually architect a plan and carry it out over longer, more complex workflows.
What sets them apart? They dig deeper into topics, map out multi-step strategies and stick around for the long haul. You’re already seeing them pop up in heavy-duty research (like OpenAI’s Deep Research) and in coding buddies such as Claude Code and Manus.
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