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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>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>agents</category>
      <category>ai</category>
      <category>showdev</category>
      <category>vscode</category>
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