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      <title>Agentic engineering: the series map and how to read it</title>
      <link>https://memo.d.foundation/agentic-engineering-series</link>
      <pubDate>Tue, 27 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[A series on building agentic software for engineers who know the classic lifecycle, and how its pillars, deep dives and reading paths fit together.]]></description>
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      <title>Related notes by meaning: an embedding index won memo&apos;s Ask and lost the chat eval</title>
      <link>https://memo.d.foundation/memo-related-notes</link>
      <pubDate>Wed, 21 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Memo now picks the related notes Ask reads beside each article from a 522-note bge-m3 index instead of the folder a note sits in. The same index lost a blind 40-question eval for the web chat, so chat keeps its topic table for now.]]></description>
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      <title>Memo, rebuilt: Elixir and DuckDB out, Cloudflare and D1 in</title>
      <link>https://memo.d.foundation/memo-rebuilt</link>
      <pubDate>Sat, 17 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Memo's May 2025 build notes described Elixir, DuckDB and GitHub Pages. This report sets them beside today's Workers, D1, R2 and two-repo publish, with the dates, PRs and incidents behind each change.]]></description>
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      <title>Guest writers on memo, keyed by the writer&apos;s own domain</title>
      <link>https://memo.d.foundation/memo-guest-writers</link>
      <pubDate>Sat, 10 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[How memo.d.foundation publishes posts from writers' own blogs as native notes: domain-verified joins, semi-auto review with a human verdict, ICY rewards per post, and takedowns that follow the original.]]></description>
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      <title>Five layers to tune before you fork your agent</title>
      <link>https://memo.d.foundation/agent-tuning-layers</link>
      <pubDate>Thu, 08 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[What makes AI agentic, how to split a deterministic core from an agentic edge, and the five layers you can tune without rebuilding the harness. Real numbers from circle and Hermes.]]></description>
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      <title>DeepSeek harness, dissected</title>
      <link>https://memo.d.foundation/deepseek-harness-architecture</link>
      <pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[An architecture read of dsh, DeepSeek's new agent harness: the plugin tree, the patch-layer boot, the log-first session model, and what it means for a Claude Code shop.]]></description>
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      <title>CAP breakdown</title>
      <link>https://memo.d.foundation/breakdown/cap</link>
      <pubDate>Tue, 09 Sep 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[R-Jim]]></dc:creator>
      <description><![CDATA[Technical analysis of CAP, an open-source, cross-platform screen recording system and its Instant mode screen recording implementation.]]></description>
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      <title>Context7 breakdown</title>
      <link>https://memo.d.foundation/breakdown/context7</link>
      <pubDate>Wed, 27 Aug 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[hthai2201]]></dc:creator>
      <description><![CDATA[Technical analysis of Context7, an intelligent documentation indexing and retrieval system that transforms raw library docs into AI-optimized, ranked snippets for real-time LLM context injection]]></description>
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      <title>E2b breakdown</title>
      <link>https://memo.d.foundation/breakdown/e2b</link>
      <pubDate>Wed, 27 Aug 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[ngolapnguyen]]></dc:creator>
      <description><![CDATA[Technical analysis of E2B, a cloud infrastructure platform that runs AI-generated code in secure, isolated sandboxes using lightweight virtual machines that start in under 200ms.]]></description>
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      <title>Dify breakdown</title>
      <link>https://memo.d.foundation/breakdown/dify</link>
      <pubDate>Tue, 19 Aug 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[zlatanpham]]></dc:creator>
      <description><![CDATA[Technical analysis of the Dify platform, its architecture, and engineering decisions that enable scalable LLM application development.]]></description>
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      <title>Umami breakdown</title>
      <link>https://memo.d.foundation/breakdown/umami</link>
      <pubDate>Fri, 15 Aug 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[chinhld12]]></dc:creator>
      <description><![CDATA[Comprehensive technical analysis of Umami, a modern, privacy-focused web analytics platform.]]></description>
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      <title>Mem0 &amp; Mem0-Graph breakdown</title>
      <link>https://memo.d.foundation/breakdown/mem0</link>
      <pubDate>Thu, 07 Aug 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[minhluuquang]]></dc:creator>
      <description><![CDATA[Technical analysis of Mem0, a scalable memory architecture for LLMs, and its graph-based variant, Mem0-Graph, designed for long-term conversational coherence.]]></description>
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      <title>Cline breakdown</title>
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      <pubDate>Wed, 30 Jul 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[chinhld12]]></dc:creator>
      <description><![CDATA[Comprehensive technical analysis of Cline's VS Code extension architecture, covering system design, implementation patterns, and architectural innovations]]></description>
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      <title>Ax framework breakdown</title>
      <link>https://memo.d.foundation/breakdown/ax</link>
      <pubDate>Tue, 29 Jul 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tuanddd]]></dc:creator>
      <description><![CDATA[Technical analysis of the Ax TypeScript framework for building LLM-powered agents with DSPy capabilities.]]></description>
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      <title>Crawl4AI breakdown</title>
      <link>https://memo.d.foundation/breakdown/crawl4ai</link>
      <pubDate>Tue, 29 Jul 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[hthai2201]]></dc:creator>
      <description><![CDATA[Deep dive into Crawl4AI's architecture, data structures, and algorithms - from async pipelines and strategy patterns to browser management and intelligent content extraction for AI workflows.]]></description>
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      <title>Zen MCP breakdown</title>
      <link>https://memo.d.foundation/breakdown/zen-mcp</link>
      <pubDate>Tue, 29 Jul 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[vdhieu]]></dc:creator>
      <description><![CDATA[Technical analysis of the Zen MCP (Model Context Protocol) Server architecture, implementation, and design patterns.]]></description>
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      <title>Composing the future, part 1: agent basics, LangGraph and Autogen</title>
      <link>https://memo.d.foundation/ai/composing-the-future-ai-agent-architectures</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[What makes a system agentic, why multi-agent beats single-agent, how orchestration works, and a close look at LangGraph and Microsoft Autogen.]]></description>
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      <title>Composing the future, part 2: OpenAI&apos;s agent tools, MCP and fast-agent</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-openai-mcp-fast-agent</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[How OpenAI's Swarm and newer agent tools work, why Model Context Protocol matters for tool access, and how fast-agent builds MCP-native agents.]]></description>
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      <title>Composing the future, part 3: Mastra and CrewAI</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-mastra-crewai</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Two frameworks with opposite instincts: Mastra for TypeScript teams building web-native agents, and CrewAI for role-playing crews of Python agents.]]></description>
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      <title>Composing the future, part 4: LlamaIndex and the framework face-off</title>
      <link>https://memo.d.foundation/ai/agent-frameworks-llamaindex-comparison</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[LlamaIndex's agent features for document-heavy work, then a side-by-side comparison of the frameworks on differentiators, strengths and ease of development.]]></description>
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