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    <title>second-brain - Dwarves Memo</title>
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      <title>Build a brain that never forgets</title>
      <link>https://memo.d.foundation/never-forget</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Explore how we solved the catastrophic forgetting problem in LLMs by building an external knowledge system that mimics learning through context manipulation, without touching the model's parameters.]]></description>
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      <title>Data flow in Brainery</title>
      <link>https://memo.d.foundation/brainery-data-flow</link>
      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How data flows through Brainery's second brain system, from Discord, Memo Blog, and GitHub sources to TimescaleDB via MCP, with an LLM-powered interface for natural language queries.]]></description>
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      <title>MCP authorization over SSE</title>
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      <pubDate>Thu, 08 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[A Request for Comments (RFC) detailing a comprehensive specification for implementing OAuth 2.1 authorization within the Model Context Protocol (MCP) when using Server-Sent Events (SSE) as the transport mechanism, ensuring vendor-neutral security for AI-to-tool communication.]]></description>
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      <title>Building use-cases</title>
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      <pubDate>Wed, 07 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Building systems that actually learn and get smarter over time is hard, facing challenges with traditional databases and LLMs. This post outlines an approach to building a true second brain that continuously learns, generates insight, and remembers it through an append-only log and flexible data structures.]]></description>
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      <title>Promoting raw data to insight</title>
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      <pubDate>Wed, 07 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[This post explains the multi-stage process of transforming raw data into structured information, and then synthesizing that information into persistent insight and knowledge within a true second brain, leveraging tools like TimescaleDB and LLMs.]]></description>
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      <title>Access the brainery</title>
      <link>https://memo.d.foundation/access-brainery</link>
      <pubDate>Tue, 06 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[This page outlines how developers can connect to and utilize Brainery's extensive knowledge base and AI-driven capabilities. By integrating a straightforward MCP configuration, you can seamlessly access powerful insights directly within your existing development tools and workflows.]]></description>
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      <title>Brainery architecture</title>
      <link>https://memo.d.foundation/brainery-architecture</link>
      <pubDate>Tue, 06 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[An overview of Brainery's architecture, detailing how it ingests, processes, and transforms data from diverse sources into a dynamic knowledge base.]]></description>
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