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		<title>Jcstress on Mariano Gonzalez</title>
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			<copyright>&lt;p&gt;Copyright © 2026 Mariano Gonzalez&lt;/p&gt;&lt;p xmlns:dct=&#39;http://purl.org/dc/terms/&#39; xmlns:cc=&#39;http://creativecommons.org/ns#&#39; class=&#39;license-text&#39;&gt;&lt;a rel=&#39;cc:attributionURL&#39; property=&#39;dct:title&#39; href=&#39;https://github.com/eschizoid/eschizoid.github.io/tree/main/content&#39;&gt;Content&lt;/a&gt; licensed under &lt;a rel=&#39;license&#39; href=&#39;https://creativecommons.org/licenses/by/4.0&#39;&gt;CC BY 4.0&lt;/a&gt;&lt;/p&gt;</copyright>
		
		
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				<title>Fast is the easy part. Here is why you can trust KPipe with your offsets.</title>
				<link>https://mariano-gonzalez.com/posts/post-9/</link>
				<pubDate>Wed, 22 Jul 2026 00:00:00 +0000</pubDate>
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				<description>&lt;p&gt;&lt;p class=&#34;md__image&#34;&gt;&#xA;    &lt;img src=&#34;logo.png&#34; alt=&#34;kpipe&#34;  /&gt;&#xA;&lt;/p&gt;&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;em&gt;KPipe, part 3 of 3: &lt;a href=&#34;https://mariano-gonzalez.com/posts/post-4/&#34;&gt;a simpler way to structure consumers&lt;/a&gt; · &lt;a href=&#34;https://mariano-gonzalez.com/posts/post-5/&#34;&gt;the first benchmarks&lt;/a&gt; · &lt;strong&gt;fast is the easy part&lt;/strong&gt;&lt;/em&gt;&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;p&gt;Last time I benchmarked KPipe I ended with a warning about my own numbers. Single runs moved 5 to&#xA;40 percent between iterations. There was no latency-percentile data. I told you to read the&#xA;percentages as one-sigma indicators and not to quote the absolute throughput at anyone.&lt;/p&gt;&#xA;&lt;p&gt;That was the honest thing to say at the time, and it was also a promissory note. This post is me&#xA;paying it. The numbers here come from a quiesced machine - no browser, no IDE indexing, on mains&#xA;power - with five JMH forks instead of one, the full &lt;code&gt;workMicros&lt;/code&gt; sweep out to 100 ms per record,&#xA;and latency percentiles alongside. The raw JSON and a dated markdown snapshot are committed in&#xA;&lt;a href=&#34;https://github.com/eschizoid/kpipe/tree/main/benchmarks/results&#34;&gt;&lt;code&gt;benchmarks/results/&lt;/code&gt;&lt;/a&gt; as always. Where the last post had ±5-40% error bars, this&#xA;one has ±0.1-6% on nearly every cell.&lt;/p&gt;</description>
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