---
title: "Discussion on \"I Ran 60 Autoresearch Experiments on a Production Search Algorithm. Here's What Actually Happened.\" | Hashnode"
description: "Discussion on \"I Ran 60 Autoresearch Experiments on a Production Search Algorithm. Here's What Actually Happened.\". 60 autoresearch experiments on a production search algorithm. 93% failed. The failures mapped the ceiling — and that was the real finding."
url: "https://hashnode.com/posts/autoresearch-60-experiments-production-search/69c1f8f230a9b81e3ad74eed"
---

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# [I Ran 60 Autoresearch Experiments on a Production Search Algorithm. Here's What Actually Happened.](https://blog.pjhoberman.com/autoresearch-60-experiments-production-search?utm_source=hashnode&utm_medium=feed)

60 autoresearch experiments on a production search algorithm. 93% failed. The failures mapped the ceiling — and that was the real finding.

Mar 24 · 8 min read · blog.pjhoberman.com  
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-   [#autoresearch](https://hashnode.com/tag/autoresearch)
-   [#claudeai](https://hashnode.com/tag/claudeai)
-   [#claude-code](https://hashnode.com/tag/claude-code)
-   [#ai](https://hashnode.com/tag/ai)
-   [#python](https://hashnode.com/tag/python)
-   [#opensource](https://hashnode.com/tag/opensource)

## Written by

[PJ Hoberman](https://hashnode.com/@pjh)

@pjh · Denver

  
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