cd /news/ai-agents/ask-hn-how-do-you-know-when-your-ai-… · home › topics › ai-agents › article
[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 views26 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 Ask HN: Anyone elses OpenAI and Claude API keys mysteriously leaked last night? Show HN: PlaceCall (YC W26) – agentic API to call businesses and get things done Jevify skill – Gets your existing agents running on Jev
── more in #ai-agents 4 stories · sorted by recency
── more on @helicone 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
→ Live at https://your-agent.zahid.host ✓
Get free account → Pricing
from €0/mo · no card required
LIVE [news/ask-hn-how-do-you-kn…] indexed:0 read:1min 2026-06-26 · —