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

> Source: <https://news.ycombinator.com/item?id=48689447>
> Published: 2026-06-26 17:34:51+00:00

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

# Comments: 0