---
title: "Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases — Stuff That Spins"
description: "arXiv:2607.01425v1 Announce Type: new Abstract: Understanding large, complex codebases, especially those with obfuscated structures and incomplete documentation, remains a significant challenge. Existing code summarization solutions often rely on a single language model or coding assistant like Cla…"
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date: "2026-07-03T04:00:00+00:00"
modified: "2026-07-03T04:00:46.215528+00:00"
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# Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases

**Source:** Unknown  
**Published:** July 3, 2026  
**Original:** https://arxiv.org/abs/2607.01425  

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