---
title: "Discussion on \"What 84,800 local spans taught me about my coding agents and my local AI services\" | Hashnode"
description: "Discussion on \"What 84,800 local spans taught me about my coding agents and my local AI services\". Token trackers tell you what your agents cost. They do not tell you why a child agent hung for ten minutes."
url: "https://hashnode.com/posts/what-84-800-local-spans-taught-me-about-my-coding-agents-and-my-local-ai-services/6af1e23ee5c391fe0265ca6b"
---

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# [What 84,800 local spans taught me about my coding agents and my local AI services](https://nareshh74.hashnode.dev/what-84-800-local-spans-taught-me-about-my-coding-agents-and-my-local-ai-services?utm_source=hashnode&utm_medium=feed)

Token trackers tell you what your agents cost. They do not tell you why a child agent hung for ten minutes.

2d ago · 8 min read · nareshh74.hashnode.dev  
Updated 1d ago  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#opensource](https://hashnode.com/tag/opensource)
-   [#observability](https://hashnode.com/tag/observability)
-   [#developer-tools](https://hashnode.com/tag/developer-tools)

## Written by

[naresh kumar](https://hashnode.com/@nareshh74)

@nareshh74

  
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