---
title: "Discussion on \"Why GitHub Stars Are a Bad Procurement Metric for AI Tools\" | Hashnode"
description: "Discussion on \"Why GitHub Stars Are a Bad Procurement Metric for AI Tools\". GitHub stars measure attention, not procurement fitness. Replace them with a license, maintenance, security, and pilot evidence frame."
url: "https://hashnode.com/posts/github-stars-bad-procurement-metric-ai-tools-2026/6a006bcfd667303dd7ce2233"
---

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# [Why GitHub Stars Are a Bad Procurement Metric for AI Tools](https://radar.firstaimovers.com/github-stars-bad-procurement-metric-ai-tools-2026?utm_source=hashnode&utm_medium=feed)

GitHub stars measure attention, not procurement fitness. Replace them with a license, maintenance, security, and pilot evidence frame.

May 10 · 16 min read · radar.firstaimovers.com  
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-   [#ai-tool-procurement](https://hashnode.com/tag/ai-tool-procurement)
-   [#github-stars](https://hashnode.com/tag/github-stars)
-   [#open-source-governance](https://hashnode.com/tag/open-source-governance)
-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)
-   [#supply-chain-security](https://hashnode.com/tag/supply-chain-security)

## Written by

[Dr Hernani Costa](https://hashnode.com/@drhernanicosta)

@drhernanicosta · Amsterdam, Netherlands

  
[View profile](https://hashnode.com/@drhernanicosta)

Architecting Responsible AI & Automation

PhD in Computational Linguistics. I build the operating systems for responsible AI. Founder of First AI Movers, helping companies move from "experimentation" to "governance and scale." Writing about the intersection of code, policy (EU AI Act), and automation.

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