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docs: fix redundant introduction duplicate
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‎docs/how-ai-memory-works.md‎

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@@ -13,15 +13,6 @@ previous sessions *"yes, tests must pass before you commit."* That blank-slate
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freshness is fine for a one-off question. It is miserable for a tool you use
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every day, where half the value is in not having to repeat yourself.
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This writeup explains how a persistent memory system for an AI agent closes
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that gap. The running example is the memory plugin this repository builds —
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itself a faithful port of the memory system inside OpenAI's Codex — and the
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document stays deliberately above code level: components are described by
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their responsibility, the data that flows between them, and the trade-offs
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behind the choices, not by implementation detail. A reader with general
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programming background will be at home; no knowledge of the specific language
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or tooling is required.
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Three principles organize everything that follows:
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- **Learning**: turning finished conversations into durable knowledge, in the

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