---
title: "Discussion on \"I Rebuilt My Claude Code Router: It Now Reads Your Code Graph and Learns From Its Mistakes\" | Hashnode"
description: "Discussion on \"I Rebuilt My Claude Code Router: It Now Reads Your Code Graph and Learns From Its Mistakes\". How I replaced a keyword-based Claude Code router with one that reads your code graph, scores risk, and learns from past tasks to cut model costs."
url: "https://hashnode.com/posts/claude-code-router/6ad342c0f6815acaaa290178"
---

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# [I Rebuilt My Claude Code Router: It Now Reads Your Code Graph and Learns From Its Mistakes](https://devlore.hashnode.dev/claude-code-router?utm_source=hashnode&utm_medium=feed)

How I replaced a keyword-based Claude Code router with one that reads your code graph, scores risk, and learns from past tasks to cut model costs.

Oct 17 · 8 min read · devlore.hashnode.dev  
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-   [#claude-code](https://hashnode.com/tag/claude-code)
-   [#claude](https://hashnode.com/tag/claude)
-   [#router](https://hashnode.com/tag/router)
-   [#llm-routing](https://hashnode.com/tag/llm-routing)
-   [#cost-optimization](https://hashnode.com/tag/cost-optimization)
-   [#static-analysis](https://hashnode.com/tag/static-analysis)
-   [#ai-agents](https://hashnode.com/tag/ai-agents)
-   [#subagents](https://hashnode.com/tag/subagents)
-   [#developer-tools](https://hashnode.com/tag/developer-tools)
-   [#developer](https://hashnode.com/tag/developer)

## Written by

[Satya Prakash](https://hashnode.com/@satya-prakash)

@satya-prakash · Lucknow, India

  
[View profile](https://hashnode.com/@satya-prakash)

Exploring the intersection of software engineering, system design, and AI — one practical lesson at a time.

Senior Software Engineer with 8+ years of experience designing scalable backend systems and high-traffic platforms. This blog documents my journey exploring system design, backend architecture, cloud infrastructure, and AI — sharing practical engineering lessons from real-world systems.

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