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		<title>Specs on Shivanand Velmurugan — Product leader. Systems thinker.</title>
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		<description>Recent content in Specs on Shivanand Velmurugan — Product leader. Systems thinker.</description>
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			<copyright>© Shivanand Velmurugan</copyright>
		
		
			<lastBuildDate>Sun, 19 Jul 2026 00:00:00 +0000</lastBuildDate>
		
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				<title>Spec First: How to Collaborate with AI at Scale</title>
				<link>https://shiv.me/talks/scale-ai-with-specs/</link>
				<pubDate>Sun, 19 Jul 2026 00:00:00 +0000</pubDate>
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				<description>&lt;h2 id=&#34;abstract&#34;&gt;Abstract&lt;/h2&gt;&#xA;&lt;p&gt;I have outpaced my own ability to organize intent, and the gap compounds every&#xA;week. Thirty-plus repos, tools, and prototypes in every stage of disarray. The&#xA;old way of keeping it straight — holding it in my head, syncing it in meetings —&#xA;stops working at that speed.&lt;/p&gt;&#xA;&lt;p&gt;The fix is to write the intent down as a shared object that runs two loops at&#xA;once: a local loop with my own agent, and a global loop where other people and&#xA;their agents sync to what I wrote, with no meeting required.&lt;/p&gt;</description>
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