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    <title>DEV Community: Ishu Kumar</title>
    <description>The latest articles on DEV Community by Ishu Kumar (@ishu_kumar).</description>
    <link>https://dev.to/ishu_kumar</link>
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      <title>From Claude to Ollama: Building a Local AI Coding Assistant</title>
      <dc:creator>Ishu Kumar</dc:creator>
      <pubDate>Sat, 08 Mar 2025 17:37:12 +0000</pubDate>
      <link>https://dev.to/ishu_kumar/from-claude-to-ollama-building-a-local-ai-coding-assistant-3c46</link>
      <guid>https://dev.to/ishu_kumar/from-claude-to-ollama-building-a-local-ai-coding-assistant-3c46</guid>
      <description>&lt;p&gt;I just published an article about adapting a cleanroom implementation of Claude Code to work with Ollama in just 48 hours—with no prior TypeScript experience.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;When I tried Claude Code, I loved it but burned through a month's token allocation in just three days of development. I needed a similar experience but with local models.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Solution
&lt;/h2&gt;

&lt;p&gt;By integrating Ollama with a cleanroom implementation, I created a terminal-based AI coding assistant that:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Works entirely with local models&lt;/li&gt;
&lt;li&gt;Maintains a familiar CLI interface&lt;/li&gt;
&lt;li&gt;Solves the WSL-to-Windows networking puzzle&lt;/li&gt;
&lt;li&gt;Doesn't require any token management&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Key Learnings
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Using AI to learn unfamiliar tech stacks (Cursor helped me with TypeScript)&lt;/li&gt;
&lt;li&gt;The value of focusing on architecture over syntax&lt;/li&gt;
&lt;li&gt;Starting with minimal viable solutions&lt;/li&gt;
&lt;li&gt;Solving infrastructure issues (especially WSL networking)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If you've been looking for a sustainable way to use AI coding assistance without breaking the bank, check out the full article!&lt;/p&gt;

&lt;p&gt;&lt;a href="https://medium.com/@ishu.kumars/from-claude-to-ollama-how-i-hacked-together-an-ai-coding-assistant-in-2-days-with-zero-typescript-712191d6f66e" rel="noopener noreferrer"&gt;https://medium.com/@ishu.kumars/from-claude-to-ollama-how-i-hacked-together-an-ai-coding-assistant-in-2-days-with-zero-typescript-712191d6f66e&lt;/a&gt;&lt;/p&gt;

&lt;h1&gt;
  
  
  ollama #ai #coding #typescript #wsl #locallm
&lt;/h1&gt;

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