---
title: "Discussion on \"I captured a hundred agent failures a week and fixed three. The bottleneck was curation.\" | Hashnode"
description: "Discussion on \"I captured a hundred agent failures a week and fixed three. The bottleneck was curation.\". I had full traces and an eval set that was mostly the same bug on repeat. Here is the curation discipline that fixed it."
url: "https://hashnode.com/posts/i-captured-a-hundred-agent-failures-a-week-and-fixed-three-the-bottleneck-was-curation/6ac7e31b10b9753715266452"
---

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# [I captured a hundred agent failures a week and fixed three. The bottleneck was curation.](https://kartiknvjk.hashnode.dev/i-captured-a-hundred-agent-failures-a-week-and-fixed-three-the-bottleneck-was-curation?utm_source=hashnode&utm_medium=feed)

I had full traces and an eval set that was mostly the same bug on repeat. Here is the curation discipline that fixed it.

Oct 8 · 5 min read · kartiknvjk.hashnode.dev  
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-   [#ai-agent-observability](https://hashnode.com/tag/ai-agent-observability)
-   [#llm-evaluation](https://hashnode.com/tag/llm-evaluation)
-   [#agent-traces](https://hashnode.com/tag/agent-traces)
-   [#llmobservability](https://hashnode.com/tag/llmobservability)
-   [#observability](https://hashnode.com/tag/observability)

## Written by

[Kartik N V J K](https://hashnode.com/@kartik-nvj)

@kartik-nvj

  
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AI Developer | Making AI reliable, trustworthy & accessible to everyone | Active community contributor

I write when an idea won't leave me alone 🧠 Building AI agents and the tools to build AI agents. Love connecting AI with other fields and yapping about all of them. Follow along if that's your kind of thing.

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