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    <title>MCP on Xinwei Xiong (cubxxw) - AI, Open Source &amp; Nomad Blog</title>
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      <title>Context Is Not Prompt: Why Context Engineering Is Becoming AI&#39;s New Foundation</title>
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      <pubDate>Mon, 22 Jun 2026 03:30:00 +0800</pubDate>
      
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      <description>Context engineering is turning from a slogan into a discipline of its own. This piece works from the frontline practice of Anthropic, Karpathy, LangChain, Sourcegraph and Manus to unpack what separates context engineering from prompt engineering, the two complementary four-pillar taxonomies, and the concrete patterns of assembly, retrieval, compression and eviction, before returning to my own claim: context is not a parameter of the tool, it is the shared world line between you and the AI.
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