---
title: "Discussion on \"Day 56: Why evaluating the model is not enough\" | Hashnode"
description: "Discussion on \"Day 56: Why evaluating the model is not enough\". Why evaluating agents means measuring the whole workflow users experience."
url: "https://hashnode.com/posts/day-56-why-evaluating-the-model-is-not-enough/6a5f7ede9851aa36c991e26d"
---

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# [Day 56: Why evaluating the model is not enough](https://blog.vamsiannamreddy.com/day-56-why-evaluating-the-model-is-not-enough?utm_source=hashnode&utm_medium=feed)

Why evaluating agents means measuring the whole workflow users experience.

Jul 18 · 3 min read · blog.vamsiannamreddy.com  
Updated 2d ago  
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-   [#agents](https://hashnode.com/tag/agents)
-   [#multi-agent](https://hashnode.com/tag/multi-agent)
-   [#ai-quality](https://hashnode.com/tag/ai-quality)
-   [#production-ai](https://hashnode.com/tag/production-ai)

## Written by

[Vamsi Krishna](https://hashnode.com/@vamsikrishna981)

@vamsikrishna981 · Hyderabad, India

  
[View profile](https://hashnode.com/@vamsikrishna981)

Building production-ready AI systems and sharing practical field notes on LLMs, RAG, agents, evaluation, and governance.

I’m Vamsi, a builder focused on production AI systems. I write Production AI Field Notes to break down the architecture behind reliable LLM apps, RAG, agents, multi-agent workflows, evaluation, observability, safety, and governance. My goal is simple: help builders move beyond impressive AI demos and design systems that can be tested, operated, trusted, and improved in the real world.

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