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    <title>Aviram Kofman - Blog</title>
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    <description>Posts that answer one question each, with the method and the numbers shown.</description>
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    <lastBuildDate>Sun, 23 Aug 2026 13:53:45 GMT</lastBuildDate>
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      <title>Which Model, at Which Effort? A Two-Mode Routing Card</title>
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      <description>Choose one: - Figure it out when choosing the right solution is the hard part and a plausible mistake could survive your checks. - Execute it when the target and method are settled and checks can establish whether the result is correct. Writing code is usually Execute — but only once the... Read more at https://aviramk.com/blog/which-model-at-which-effort</description>
      <pubDate>Mon, 20 Jul 2026 00:00:00 GMT</pubDate>
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      <title>Manifest-Driven Development: What I Learned After Years of AI Workflows</title>
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      <description>Manifest-driven development shifts focus from controlling AI implementation to defining acceptance criteria. You specify what output you&apos;d accept, not how to build it. The AI implements with flexibility; automated verification catches failures. The loop continues until everything passes. Here&apos;s... Read more at https://aviramk.com/blog/manifest-driven-development</description>
      <pubDate>Thu, 29 Jan 2026 00:00:00 GMT</pubDate>
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