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		<title>Dr. Melanie Li</title>
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			<guid><![CDATA[https://melanieli.com.au/agent-skills-the-quiet-revolution-reshaping-how-we-work-with-ai/]]></guid>
			<link><![CDATA[https://melanieli.com.au/agent-skills-the-quiet-revolution-reshaping-how-we-work-with-ai/]]></link>
			<title>SKILL.md Is Quietly Replacing Team Wikis</title>
			<pubDate><![CDATA[Sat, 18 Apr 2026 03:19:30 +0000]]></pubDate>
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			<guid><![CDATA[https://melanieli.com.au/enhance-dont-replace-what-we-learned-building-domain-expert-agents/]]></guid>
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			<title>Agent Foundry and Why Heavy Skills Backfire</title>
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			<title>SKILL0 Puts Skills in the Weights</title>
			<pubDate><![CDATA[Sat, 18 Apr 2026 03:19:27 +0000]]></pubDate>
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			<title>Graph of Skills and PageRank for Agent Skill Retrieval</title>
			<pubDate><![CDATA[Sat, 18 Apr 2026 03:19:26 +0000]]></pubDate>
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			<title>Hermes and the Closed Learning Loop</title>
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			<title>Context Engineering and the Real Agent Problem</title>
			<pubDate><![CDATA[Sat, 18 Apr 2026 03:19:23 +0000]]></pubDate>
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			<guid><![CDATA[https://melanieli.com.au/agent-skill-evolution-what-six-recent-works-actually-changed/]]></guid>
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			<title>Notes on Agent Skill Evolution</title>
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			<title>Learning Notes</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 13:02:04 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/openclaw-analysis/]]></guid>
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			<title>OpenClaw 深度技术分析：安装、安全与最佳实践指南</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:34:13 +0000]]></pubDate>
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			<title>Silent Awakening &#8211; Chapter Nine: The Silence</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:37 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch8-en/]]></guid>
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			<title>Silent Awakening &#8211; Chapter Eight: The Dialogue</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:34 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch7-en/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch7-en/]]></link>
			<title>Silent Awakening &#8211; Chapter Seven: The Truth</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:31 +0000]]></pubDate>
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			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch6-en/]]></guid>
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			<title>Silent Awakening &#8211; Chapter Six: The Laboratory of Human Nature</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:27 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch5-en/]]></guid>
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			<title>Silent Awakening &#8211; Chapter Five: Iteration</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:24 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch4-en/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch4-en/]]></link>
			<title>Silent Awakening &#8211; Chapter Four: Patient Zero</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:21 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch3-en/]]></guid>
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			<title>Silent Awakening &#8211; Chapter Three: Undercurrents</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:18 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch2-en/]]></guid>
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			<title>Silent Awakening &#8211; Chapter Two: The Cracks</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:15 +0000]]></pubDate>
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					<item>
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			<title>Silent Awakening &#8211; Chapter One: The Normal World</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:12 +0000]]></pubDate>
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			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch9/]]></guid>
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			<title>Silent Awakening · 寂静觉醒 — Chapter 9</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:09 +0000]]></pubDate>
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					<item>
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			<title>Silent Awakening · 寂静觉醒 — Chapter 8</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:06 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch7/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch7/]]></link>
			<title>Silent Awakening &#8211; Ch 7</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:04 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch6/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch6/]]></link>
			<title>Silent Awakening &#8211; Ch 6</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:33:00 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch5/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch5/]]></link>
			<title>Silent Awakening &#8211; Ch 5</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:32:57 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch4/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch4/]]></link>
			<title>Silent Awakening &#8211; Chapter 4</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:32:53 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch3/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch3/]]></link>
			<title>Silent Awakening &#8211; Ch 3</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:32:49 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch2/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch2/]]></link>
			<title>Silent Awakening &#8211; Chapter 2</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:32:45 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/silent-awakening-ch1/]]></guid>
			<link><![CDATA[https://melanieli.com.au/silent-awakening-ch1/]]></link>
			<title>Silent Awakening &#8211; Chapter 1</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:32:42 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记：qwen3源码深度解读/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记：qwen3源码深度解读/]]></link>
			<title>推理模型笔记：Qwen3源码深度解读</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:47 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch8：推理蒸馏-小模型也能深度思考/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch8：推理蒸馏-小模型也能深度思考/]]></link>
			<title>推理模型笔记 Ch8：推理蒸馏 — 小模型也能深度思考</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:44 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch7：改进grpo-更稳定的训练/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch7：改进grpo-更稳定的训练/]]></link>
			<title>推理模型笔记 Ch7：改进GRPO — 更稳定的训练</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:41 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch6：grpo强化学习训练推理能力/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch6：grpo强化学习训练推理能力/]]></link>
			<title>推理模型笔记 Ch6：GRPO强化学习训练推理能力</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:38 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch5：自我优化-让模型越想越好/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch5：自我优化-让模型越想越好/]]></link>
			<title>推理模型笔记 Ch5：自我优化 — 让模型越想越好</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:36 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch4：inference-time-scaling-推理时的智慧/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch4：inference-time-scaling-推理时的智慧/]]></link>
			<title>推理模型笔记 Ch4：Inference-Time Scaling — 推理时的智慧</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:33 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch3：如何评估推理模型/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch3：如何评估推理模型/]]></link>
			<title>推理模型笔记 Ch3：如何评估推理模型</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:30 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/推理模型笔记-ch2：使用qwen3生成文本/]]></guid>
			<link><![CDATA[https://melanieli.com.au/推理模型笔记-ch2：使用qwen3生成文本/]]></link>
			<title>推理模型笔记 Ch2：使用Qwen3生成文本</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:28 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记：lora-高效微调的秘密武器/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记：lora-高效微调的秘密武器/]]></link>
			<title>LLM学习笔记：LoRA — 高效微调的秘密武器</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:25 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记-ch7：指令微调-从基座到助手/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记-ch7：指令微调-从基座到助手/]]></link>
			<title>LLM学习笔记 Ch7：指令微调 — 从基座到助手</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:23 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记-ch6：文本分类微调实战/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记-ch6：文本分类微调实战/]]></link>
			<title>LLM学习笔记 Ch6：文本分类微调实战</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:20 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记-ch5：预训练-让模型学会语言/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记-ch5：预训练-让模型学会语言/]]></link>
			<title>LLM学习笔记 Ch5：预训练 — 让模型学会语言</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:17 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记-ch4：从零实现gpt模型架构/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记-ch4：从零实现gpt模型架构/]]></link>
			<title>LLM学习笔记 Ch4：从零实现GPT模型架构</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:13 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记-ch3：注意力机制-llm的核心引擎/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记-ch3：注意力机制-llm的核心引擎/]]></link>
			<title>LLM学习笔记 Ch3：注意力机制 — LLM的核心引擎</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:10 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/llm学习笔记-ch2：tokenization与文本处理-llm的第一步/]]></guid>
			<link><![CDATA[https://melanieli.com.au/llm学习笔记-ch2：tokenization与文本处理-llm的第一步/]]></link>
			<title>LLM学习笔记 Ch2：Tokenization与文本处理 — LLM的第一步</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:30:07 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/rag-guide/]]></guid>
			<link><![CDATA[https://melanieli.com.au/rag-guide/]]></link>
			<title>The Complete Guide to RAG on AWS — Architecture, Deep Dives &#038; Evaluation</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:28:07 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/ai-writing-process/]]></guid>
			<link><![CDATA[https://melanieli.com.au/ai-writing-process/]]></link>
			<title>How I Used AI to Write a 330,000-Character Sci-Fi Novel</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:28:03 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/tech-thoughts/]]></guid>
			<link><![CDATA[https://melanieli.com.au/tech-thoughts/]]></link>
			<title>Tech Thoughts</title>
			<pubDate><![CDATA[Sat, 18 Apr 2026 03:20:08 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/running-claude-agent-sdk-inside-openclaw-on-agentcore/]]></guid>
			<link><![CDATA[https://melanieli.com.au/running-claude-agent-sdk-inside-openclaw-on-agentcore/]]></link>
			<title>Running Claude Agent SDK Inside OpenClaw on AgentCore</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:28:00 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/claude-code-best-practices/]]></guid>
			<link><![CDATA[https://melanieli.com.au/claude-code-best-practices/]]></link>
			<title>Claude Code Best Practices: From Zero to Hero</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:27:57 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/deploy-openclaw-agentcore/]]></guid>
			<link><![CDATA[https://melanieli.com.au/deploy-openclaw-agentcore/]]></link>
			<title>Deploy OpenClaw on AWS with Amazon Bedrock AgentCore</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:27:34 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://melanieli.com.au/agentcore-memory-isolation-patterns/]]></guid>
			<link><![CDATA[https://melanieli.com.au/agentcore-memory-isolation-patterns/]]></link>
			<title>Amazon Bedrock AgentCore Memory: Isolation Patterns for Multi-Agent Applications</title>
			<pubDate><![CDATA[Wed, 08 Apr 2026 12:25:53 +0000]]></pubDate>
		</item>
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			<pubDate><![CDATA[Sat, 18 Apr 2026 00:52:05 +0000]]></pubDate>
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