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  <link rel="stylesheet" href="style.css" />
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  </head>
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  <body>
 
 
 
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  <div class="card">
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- <h1>I open-sourced Stanford's "Agentic Context Engineering" implementation - agents that learn from execution</h1>
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- <p class="intro">With a little help of Claude Code, I shipped an implementation of Stanford's "Agentic Context Engineering" paper: agents that improve by learning from their own execution.</p>
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  <p class="section-title">How does it work? A three-agent system (Generator, Reflector, Curator) builds a "playbook" of strategies autonomously:</p>
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  <link rel="stylesheet" href="style.css" />
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  </head>
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  <body>
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+ <div class="banner">
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+ <img src="Screenshot 2025-10-22 at 17.04.10.png" alt="KAYBA" />
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+ </div>
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  <div class="card">
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+ <h1>We open-sourced Stanford's "Agentic Context Engineering" implementation - agents that learn from execution</h1>
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+ <p class="intro">We shipped an implementation of Stanford's "Agentic Context Engineering" paper: agents that improve by learning from their own execution.</p>
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  <p class="section-title">How does it work? A three-agent system (Generator, Reflector, Curator) builds a "playbook" of strategies autonomously:</p>
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