---
title: "Discussion on \"Token Efficiency in Production: Lessons from a Multi-Agent Platform\" | Hashnode"
description: "Discussion on \"Token Efficiency in Production: Lessons from a Multi-Agent Platform\". What it costs to run an agent harness in production, and the changes that cut mean raw tokens per turn by 68%."
url: "https://hashnode.com/posts/token-efficiency-in-production-multi-agent-platform/6ad25488b646d0b6439bd1f2"
---

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# [Token Efficiency in Production: Lessons from a Multi-Agent Platform](https://blog.getcollate.io/token-efficiency-in-production-multi-agent-platform?utm_source=hashnode&utm_medium=feed)

What it costs to run an agent harness in production, and the changes that cut mean raw tokens per turn by 68%.

Oct 16 · 14 min read · blog.getcollate.io  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#data-engineering](https://hashnode.com/tag/data-engineering)
-   [#ai-agents](https://hashnode.com/tag/ai-agents)

## Written by

[Pere Miquel Brull](https://hashnode.com/@pmbrull)

@pmbrull · Figueres

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

Founding Engineer @ Collate | Building OpenMetadata

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