Production monitoring lab
Watch **latency, quality, and cost** after deploy — alert, rollback, or investigate with traces.
Reviewed July 2026 · interactive lab
1Try it yourself
Playground
Production alert desk
Monitor quality, latency, and cost — alert vs rollback vs watch.
p95 latency 3× baseline
2Read & reflect
Recap
#What you just did
You chose alert vs rollback vs watch for live signals.
Read
#Minimum dashboard
| Metric | Action |
|--------|--------|
| [p95 latency](/reference/p95-latency) | Page if > 2× baseline |
| Citation / groundedness rate | Rollback if −30% day-over-day |
| Error rate on /api/chat | Alert on 5xx spike |
| Token spend | Budget alert |
3Spark check
Continue learning · glossary & guides
- lesson
ai-monitoringin Lane C · How-to: set production alerts · Cheatsheet: production ops signals · Glossary: SLO