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[ARTICLE · art-41119] src=news.ycombinator.com ↗ pub= topic=ai-agents verified=true sentiment=· neutral

Ask HN: How do you know when your AI agent's output quality degrades?

A Hacker News user asks how to detect when an AI agent's response quality degrades in production before customers complain, noting that cost and latency monitoring tools exist but quality monitoring remains unsolved.

read1 min views16 publishedJun 26, 2026

Running an AI agent in production and curious how others handle this. Cost and latency monitoring is solved (Helicone, Langfuse, etc.) but I can't find a good answer for: how do you get alerted when the quality of your agent's responses drops before a customer tells you?

What are you doing today?

Comments URL: [https://news.ycombinator.com/item?id=48689447](https://news.ycombinator.com/item?id=48689447)

Points: 1
source & further reading
news.ycombinator.com — original article Tell HN: Notion AI chat sessions have been exposed via Fireworks AI hack Show HN: ApiClay – Turn a Website, Google Sheet or Database into a Paid API Ask HN: Am I the only one that thinks $100/month earns us freedom of work?
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