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    <title>Platform Engineering on Programmer.ie: Modern AI programming</title>
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      <title>Advanced Agents From First Principles 33: Which Shared Components Actually Unlock More Capability? Build a Capability Dependency Graph</title>
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      <description>A practical capability-dependency architecture for advanced agents: identify shared primitives that unlock many capabilities, quantify leverage, expose correlated-failure hotspots, and invest in platform components without creating hidden systemic risk.</description>
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