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Engineering

How Claude Agents Actually Work: A 6-Layer Architecture Breakdown

<![CDATA[ Most developers, when they first wire up an LLM agent, carry a flawed mental model: the model runs code. It does not. Understanding where the boundary actually sits — what Anthropic's inf...

Apr 24, 2026
AI Agents

True Multi-Agent vs Single-Agent With Personas: Which One Actually Gives Better Output?

If You're Using an AI Tool That Claims "Multi-Agent" — Read This First If you're using an AI coding tool like Antigravity, Cursor, or any tool that advertises "multi-agent", there's one important q...

Mar 11, 2026
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