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    <title>Manas Rai — Blog</title>
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    <description>I build production backend systems and GenAI platforms — RAG pipelines, multi-agent systems, and the cloud infrastructure behind them.</description>
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      <title>DevFlow Kit: turning Jira tickets into pull requests with agents</title>
      <link>https://manasrai.is-a.dev/blog/2026-07-18-devflow-kit/</link>
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      <pubDate>Sat, 18 Jul 2026 00:00:00 +0000</pubDate>
      <description>A multi-agent system that takes a rough Jira ticket and produces a reviewable pull request — running entirely on GitHub Actions, with no infrastructure to stand up.</description>
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      <title>Building this site: a static portfolio with zero servers</title>
      <link>https://manasrai.is-a.dev/blog/2026-07-16-hello-world/</link>
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      <pubDate>Thu, 16 Jul 2026 00:00:00 +0000</pubDate>
      <description>Why this portfolio is a statically generated site on a free host — no database, no server, no monthly bill.</description>
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