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    <description>The latest articles on DEV Community by nougat (@rajesh_war_10b2c1d1610dea).</description>
    <link>https://dev.to/rajesh_war_10b2c1d1610dea</link>
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      <title>DEV Community: nougat</title>
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      <title>An AI knowledge base that indexes your codebase, PR.</title>
      <dc:creator>nougat</dc:creator>
      <pubDate>Wed, 06 May 2026 10:17:34 +0000</pubDate>
      <link>https://dev.to/rajesh_war_10b2c1d1610dea/an-ai-knowledge-base-that-indexes-your-codebase-pr-48m4</link>
      <guid>https://dev.to/rajesh_war_10b2c1d1610dea/an-ai-knowledge-base-that-indexes-your-codebase-pr-48m4</guid>
      <description>&lt;p&gt;I asked a senior engineer at a 40-person startup one question:&lt;br&gt;
"What does this function actually do?"&lt;br&gt;
He opened 6 files, read 3 Slack threads from 8 months ago, and 20 minutes later said "I think it handles retries."&lt;br&gt;
He wrote that function.&lt;br&gt;
That's the problem I'm building AIKB to solve.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwnerinie7ptkln4259v7.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fwnerinie7ptkln4259v7.png" alt=" " width="800" height="436"&gt;&lt;/a&gt;&lt;br&gt;
No documentation sprints. No wiki nobody reads. No tribal knowledge walking out the door.&lt;br&gt;
Still building. Looking for 10 engineering teams to be the first to use it.&lt;br&gt;
DM me "early" and I'll get you in. 👇&lt;/p&gt;

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      <category>ai</category>
      <category>programming</category>
      <category>webdev</category>
      <category>productivity</category>
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      <title>Shipping AI features without evals is just vibes-based engineering.</title>
      <dc:creator>nougat</dc:creator>
      <pubDate>Mon, 27 Apr 2026 17:29:59 +0000</pubDate>
      <link>https://dev.to/rajesh_war_10b2c1d1610dea/shipping-ai-features-without-evals-is-just-vibes-based-engineering-2clg</link>
      <guid>https://dev.to/rajesh_war_10b2c1d1610dea/shipping-ai-features-without-evals-is-just-vibes-based-engineering-2clg</guid>
      <description>&lt;p&gt;Shipping AI features without evals is just vibes-based engineering.&lt;br&gt;
You don't actually know if your last prompt change made things better or worse. You find out when a user complains.&lt;br&gt;
I'm building a tool that gives AI teams proper regression testing, output scoring, and trace logging so you catch regressions before your users do.&lt;br&gt;
If this is a problem you're dealing with, I'd love 20 mins to understand your setup.&lt;/p&gt;

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