qdrant-monitoring

name	qdrant-monitoring
description	Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.
allowed-tools	["Read","Grep","Glob"]

Qdrant Monitoring

Symptom to Sub-skill Map

Symptom	Sub-skill
Want to set up Prometheus, Grafana, or health checks	Monitoring Setup
Need to know which metrics to track	Monitoring Setup
Setting up alerting or log centralization	Monitoring Setup
Optimizer stuck or running forever	Debugging with Metrics
Memory keeps growing in production	Debugging with Metrics
Requests are slow and I need to find out why	Debugging with Metrics
Diagnosing an active production issue with metrics	Debugging with Metrics

Qdrant monitoring allows tracking performance and health of your deployment, and identifying issues before they become outages. First determine whether you need to set up monitoring or diagnose an active issue.

• Understand available metrics Monitoring docs

Monitoring Setup

Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. Monitoring Setup

Debugging with Metrics

Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. Debugging with Metrics