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      <title>△ Chimera</title>
      <link>https://blog.saksham.digital</link>
      <description>Last 10 notes on △ Chimera</description>
      <generator>Quartz -- quartz.jzhao.xyz</generator>
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    <title>Chimera</title>
    <link>https://blog.saksham.digital/</link>
    <guid>https://blog.saksham.digital/</guid>
    <description><![CDATA[  SKSM@CHIMERA:~$ cat /etc/motd HFT-ENG ▲ 2.7M ops/s p99 900ns · IMC-P4 ▲ rank 154 / 18,800+ teams · GITRADE ▲ live market in a README · LLM-BENCH ▲ percentiles not averages · QRS ▲ Black-Scholes in 731 bytes · SLEEP ▼ limit down Hey. ]]></description>
    <pubDate>Thu, 02 Jul 2026 08:22:12 GMT</pubDate>
  </item><item>
    <title>We Built an AI Community OS in 48 Hours. We Won.</title>
    <link>https://blog.saksham.digital/blog/04_communeos_we_built_an_ai_community_os_and_won</link>
    <guid>https://blog.saksham.digital/blog/04_communeos_we_built_an_ai_community_os_and_won</guid>
    <description><![CDATA[  Six AI agents. A live SQLite backend. ]]></description>
    <pubDate>Sat, 27 Jun 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>The Average Latency Lie: What 100 LLM API Calls Taught Me About Benchmarking</title>
    <link>https://blog.saksham.digital/blog/the-average-latency-lie</link>
    <guid>https://blog.saksham.digital/blog/the-average-latency-lie</guid>
    <description><![CDATA[  I benchmarked an LLM API 100 times. The mean said 1.7 seconds. The median said 2.2 seconds. If that ordering looks impossible to you, good. ]]></description>
    <pubDate>Thu, 18 Jun 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>I Built a Futures Market Inside a GitHub Repo</title>
    <link>https://blog.saksham.digital/blog/04_gitrade_futures_market_in_a_repo</link>
    <guid>https://blog.saksham.digital/blog/04_gitrade_futures_market_in_a_repo</guid>
    <description><![CDATA[  You can short my own repo. From inside the repo. Using GitHub Issues as orders. ]]></description>
    <pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>Smart Pointers in C++: The Complete Guide</title>
    <link>https://blog.saksham.digital/blog/02_smart_pointers_complete_guide</link>
    <guid>https://blog.saksham.digital/blog/02_smart_pointers_complete_guide</guid>
    <description><![CDATA[  Every C++ developer learns about unique_ptr and shared_ptr. ]]></description>
    <pubDate>Wed, 20 May 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>Why I Rebuilt My HFT Matching Engine From Scratch and Got 3.3x Faster</title>
    <link>https://blog.saksham.digital/blog/01_why_i_rebuilt_my_hft_engine</link>
    <guid>https://blog.saksham.digital/blog/01_why_i_rebuilt_my_hft_engine</guid>
    <description><![CDATA[  I had a working order matching engine. 2 million orders. Sub-microsecond latency. It worked. But it was built wrong. ]]></description>
    <pubDate>Sun, 10 May 2026 00:00:00 GMT</pubDate>
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