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      <title>Should AI agents transact without human confirmation?</title>
      <link>https://memo.d.foundation/research/notes/ux/agentic-ai-autonomy</link>
      <pubDate>Tue, 08 Jul 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[bringastar]]></dc:creator>
      <description><![CDATA[A UX guide to designing agentic AI systems that balance automation with user control.]]></description>
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      <title>Composing the future, part 1: agent basics, LangGraph and Autogen</title>
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      <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>
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      <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>
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      <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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      <link>https://memo.d.foundation/ai/agent-frameworks-patterns-and-guidance</link>
      <pubDate>Mon, 02 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[The common agent composition patterns, the problems that remain unsolved, where the field is heading, and guidance for picking a framework.]]></description>
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