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Krish Naik: What Are Deep Agents? Shallow Agents Vs Deep Agents

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Deep agents are the next-level AI assistants that do more than just loop LLM calls and tool usage. While shallow agents get stuck in simple request-response loops, deep agents actually plan, dive into topics, and carry out multi-step tasks over long time horizons.

You’re already seeing them in action in deep research (OpenAI’s Deep Research) and coding arenas (Claude Code, Manus). Bottom line: if you need strategic, long-haul AI smarts, deep agents are where it’s at.

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