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Multistep AI Agents: The Power of Planning

Multistep AI Agents: The Power of Planning

TLDR: A simple ReAct agent reacts one tool call at a time. A multistep agent plans a complete task decomposition upfront, then executes each step sequentially — handling complex goals that require 5-10 interdependent actions without re-prompting the ...

Mar 9, 2026•14 min read
AI Agents Explained: When LLMs Start Using Tools

AI Agents Explained: When LLMs Start Using Tools

TLDR: A standard LLM is a brain in a jar — it can reason but cannot act. An AI Agent connects that brain to tools (web search, code execution, APIs). Instead of just answering a question, an agent executes a loop of Thought → Action → Observation unt...

Mar 9, 2026•12 min read

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