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    <title>DEV Community: kalculus </title>
    <description>The latest articles on DEV Community by kalculus  (@kalculus).</description>
    <link>https://dev.to/kalculus</link>
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      <title>DEV Community: kalculus </title>
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      <title>Meet Kalai, an AI coding partner inside VS Code. Read files, run commands, browse docs, and edit code without leaving your workspace. Built for devs who want to stay in flow.
https://kalai.culustech.com</title>
      <dc:creator>kalculus </dc:creator>
      <pubDate>Sun, 05 Jul 2026 06:51:02 +0000</pubDate>
      <link>https://dev.to/kalculus/meet-kalai-an-ai-coding-partner-inside-vs-code-read-files-run-commands-browse-docs-and-edit-1gkl</link>
      <guid>https://dev.to/kalculus/meet-kalai-an-ai-coding-partner-inside-vs-code-read-files-run-commands-browse-docs-and-edit-1gkl</guid>
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          &lt;span class="mr-2"&gt;kalai.culustech.com&lt;/span&gt;
          

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      <category>ai</category>
      <category>productivity</category>
      <category>showdev</category>
      <category>vscode</category>
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    <item>
      <title>Show DEV: I built an AI Agent inside VS Code</title>
      <dc:creator>kalculus </dc:creator>
      <pubDate>Fri, 03 Jul 2026 09:25:47 +0000</pubDate>
      <link>https://dev.to/kalculus/show-dev-i-built-an-ai-agent-inside-vs-code-1l48</link>
      <guid>https://dev.to/kalculus/show-dev-i-built-an-ai-agent-inside-vs-code-1l48</guid>
      <description>&lt;p&gt;Hey everyone,&lt;/p&gt;

&lt;p&gt;For the past few months, I’ve been building &lt;strong&gt;Kalai Agent&lt;/strong&gt;, a VS Code extension designed to bring fully agentic AI directly into your editor, bypassing the need to constantly copy-paste code snippets into a browser tab.&lt;/p&gt;

&lt;p&gt;It’s finally at a stable v2.1.5, and I’m looking for some brutal engineering feedback on the architecture, security flows, and UX.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Architecture &amp;amp; Tech Stack
&lt;/h2&gt;

&lt;p&gt;Instead of building a wrapper around a basic chat interface, I wanted something that could safely interact with the local workspace.&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Frontend:&lt;/strong&gt; VS Code Webview API with batched streaming to prevent UI thread stuttering.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;LLM Engine:&lt;/strong&gt; Proxied Moonshot/Kimi API.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Backend:&lt;/strong&gt; A lightweight Node service managing auth, workspace routing, and pay-as-you-go billing.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Capabilities:&lt;/strong&gt; File-system operations, local terminal command execution, Python/Node script running, and web search capabilities.&lt;/li&gt;
&lt;/ul&gt;




&lt;h3&gt;
  
  
  Check it out
&lt;/h3&gt;

&lt;p&gt;If you want to take it for a spin, install it directly from the marketplace:&lt;br&gt;
👉 &lt;strong&gt;&lt;a href="https://marketplace.visualstudio.com/items?itemName=kalculus.kalai-agent" rel="noopener noreferrer"&gt;Kalai Agent - Visual Studio Marketplace&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you run into bugs, have notes on the UI, or just think a specific feature is clunky, drop a comment below or email us on &lt;a href="mailto:culustech@gmail.com"&gt;culustech@gmail.com&lt;/a&gt;. I’m entirely open to critiques!&lt;/p&gt;

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      <category>showdev</category>
      <category>vscode</category>
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