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    <title>DEV Community: Aditya Kale</title>
    <description>The latest articles on DEV Community by Aditya Kale (@diffci).</description>
    <link>https://dev.to/diffci</link>
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      <title>DEV Community: Aditya Kale</title>
      <link>https://dev.to/diffci</link>
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      <title>We Tested Selective CI on Real Open-Source Repos. Here’s What We Found.</title>
      <dc:creator>Aditya Kale</dc:creator>
      <pubDate>Fri, 18 Sep 2026 04:26:14 +0000</pubDate>
      <link>https://dev.to/diffci/we-tested-selective-ci-on-real-open-source-repos-heres-what-we-found-1feo</link>
      <guid>https://dev.to/diffci/we-tested-selective-ci-on-real-open-source-repos-heres-what-we-found-1feo</guid>
      <description>&lt;p&gt;I'm building DiffCI, an open-source project exploring a simple question:&lt;/p&gt;

&lt;p&gt;How much CI/CD work can we safely avoid when a code change affects only a small part of a repository?&lt;/p&gt;

&lt;p&gt;We tested the approach against historical changes from projects including Turborepo, Nx, Biome, Cal.com, and DeepSeek Harness.&lt;/p&gt;

&lt;p&gt;A few interesting things happened:&lt;/p&gt;

&lt;p&gt;On Nx, testing exposed a bug where a directly modified test wasn't selecting itself. We fixed it.&lt;/p&gt;

&lt;p&gt;On Biome, our analyzer initially failed because it assumed a root TypeScript config existed. Real repositories aren't that simple.&lt;/p&gt;

&lt;p&gt;On Cal.com, DiffCI identified just 2 of 424 tests as affected — but Vitest workspace behavior still executed essentially the whole suite.&lt;/p&gt;

&lt;p&gt;That last result was particularly important.&lt;/p&gt;

&lt;p&gt;Knowing what doesn't need to run and actually preventing CI tooling from running it are two different problems.&lt;/p&gt;

&lt;p&gt;We're now expanding the work beyond test selection toward builds, linting, type checking, packaging, and other CI/CD stages.&lt;/p&gt;

&lt;p&gt;The goal isn't to report impressive theoretical percentages. It's to measure actual compute, time, electricity, and eventually emissions avoided while falling back safely whenever DiffCI isn't certain.&lt;/p&gt;

&lt;p&gt;DiffCI is open source. We're looking for more real-world repositories to test.&lt;/p&gt;

&lt;p&gt;GitHub: &lt;a href="https://github.com/DiffCI/core" rel="noopener noreferrer"&gt;https://github.com/DiffCI/core&lt;/a&gt;&lt;/p&gt;

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      <category>opensource</category>
      <category>devops</category>
      <category>cicd</category>
      <category>github</category>
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