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      <title>matthelam Sitecore Blog</title>
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      <description>A blog documenting my trials and tribulations during my circumnavigation of the Sitecore-sphere.</description>
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      <managingEditor>matthewlam@aceik.com.au (Matthew Lam)</managingEditor>
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    <guid>https://matthelam-sitecore-blog.vercel.app/blog/sub-agents-vs-personas-vs-skills-a-journey-through-code-architecture</guid>
    <title>Sub-Agents vs Personas vs Skills - A Journey Through Code Architecture</title>
    <link>https://matthelam-sitecore-blog.vercel.app/blog/sub-agents-vs-personas-vs-skills-a-journey-through-code-architecture</link>
    <description>A developer-friendly breakdown of multi-agent patterns by mapping them to OOP concepts you already know - from console apps to enterprise helper classes.</description>
    <pubDate>Sun, 15 Feb 2026 00:00:00 GMT</pubDate>
    <author>matthewlam@aceik.com.au (Matthew Lam)</author>
    <category>ai</category><category>agents</category><category>architecture</category><category>multi-agent</category><category>skills</category><category>context-engineering</category>
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    <guid>https://matthelam-sitecore-blog.vercel.app/blog/the-trinity-of-clarity-getting-the-results-you-want</guid>
    <title>The Trinity of Clarity - Getting the Results You Want</title>
    <link>https://matthelam-sitecore-blog.vercel.app/blog/the-trinity-of-clarity-getting-the-results-you-want</link>
    <description>Why your AI agents keep getting it wrong, and how the Trinity of Clarity — agent context, environment context, and strong interaction — transforms your results.</description>
    <pubDate>Tue, 17 Feb 2026 00:00:00 GMT</pubDate>
    <author>matthewlam@aceik.com.au (Matthew Lam)</author>
    <category>ai</category><category>agents</category><category>context-engineering</category><category>multi-agent</category>
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    <guid>https://matthelam-sitecore-blog.vercel.app/blog/three-dimensions-of-agent-context-from-over-engineering-to-orthogonal-design</guid>
    <title>Three Dimensions of Agent Context: From Over-Engineering to Orthogonal Design</title>
    <link>https://matthelam-sitecore-blog.vercel.app/blog/three-dimensions-of-agent-context-from-over-engineering-to-orthogonal-design</link>
    <description>I rewrote my agent context system three times. The first was too shallow. The second was thorough and almost completely wasteful. The third works — because I stopped thinking about what agents should know and started thinking about what they should load.</description>
    <pubDate>Fri, 20 Feb 2026 00:00:00 GMT</pubDate>
    <author>matthewlam@aceik.com.au (Matthew Lam)</author>
    <category>ai</category><category>agents</category><category>context-engineering</category><category>multi-agent</category><category>architecture</category>
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