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    <title>Shreyas Sankpal — blog</title>
    <link>https://sankpal-shreyas.github.io/blog/</link>
    <description>Security writeups, tooling notes, and ML side-quests.</description>
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    <lastBuildDate>Tue, 23 Jun 2026 00:00:00 GMT</lastBuildDate>
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      <title>Prompt caching, or why your cache hit rate is zero</title>
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      <pubDate>Tue, 23 Jun 2026 00:00:00 GMT</pubDate>
      <description>Prefix caching on LLM APIs: how it actually works, what it costs, and the silent invalidators that quietly bill you full price.</description>
      <category>ai</category>
      <category>llm</category>
      <category>api</category>
      <category>performance</category>
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      <title>Prompt engineering and context management for devs</title>
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      <pubDate>Fri, 05 Jun 2026 00:00:00 GMT</pubDate>
      <description>What actually works when you use AI for software development, and why most people are leaving a lot on the table.</description>
      <category>ai</category>
      <category>productivity</category>
      <category>engineering</category>
      <category>tooling</category>
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      <title>My pentest notes template</title>
      <link>https://sankpal-shreyas.github.io/blog/my-pentest-notes-template/</link>
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      <pubDate>Fri, 24 Apr 2026 00:00:00 GMT</pubDate>
      <description>How I structure offensive-security notes, drilled for the HTB CPTS exam.</description>
      <category>security</category>
      <category>pentesting</category>
      <category>htb</category>
      <category>cpts</category>
      <category>notes</category>
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      <title>Hello, world</title>
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      <pubDate>Mon, 20 Apr 2026 00:00:00 GMT</pubDate>
      <description>A short intro to what this blog will cover: security, backend engineering, and ML side-quests.</description>
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