---
title: "caveman vs ai-guide"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/juliusbrussee-caveman-vs-liyupi-ai-guide"
tools: ["juliusbrussee-caveman", "liyupi-ai-guide"]
---

# caveman vs ai-guide

Neutral, constraint-first comparison with live GitHub stats.

| | [caveman](/tools/juliusbrussee-caveman.md) | [ai-guide](/tools/liyupi-ai-guide.md) |
| --- | --- | --- |
| Tagline | Cuts 65% of tokens in AI coding agent responses. | 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程 |
| Stars | 86,189 | 16,982 |
| Forks | 4,805 | 1,909 |
| Open issues | 370 | 4 |
| Language | JavaScript | JavaScript |
| License | MIT | - |
| Categories | LLM Frameworks, Developer Tools | Developer Tools |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=juliusbrussee-caveman`](/api/graphcanon/graph?tool=juliusbrussee-caveman)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_