#prometheus — Public Fediverse posts

Deploy Full #Monitoring Stack on #Debian #VPS Here’s a comprehensive guide to deploy full monitoring stack on Debian VPS, including:

✅ #Prometheus – Metrics collection
✅ Node Exporter – System metrics
✅ #Grafana – Visualization
✅ #Alertmanager – Alert notifications
✅ #Loki – Log aggregation
✅ #Promtail – Log shipping to Loki

🎯 Goal
A production-ready #observability stack ...
Continued 👉 https://blog.radwebhosting.com/deploy-full-monitoring-stack-on-debian-vps/?utm_source=mastodon&utm_medium=social&utm_campaign=mastodon.social #selfhosting #selfhosted #letsencrypt #opensource #nodeexporter

Query Alertmanager for expiring silences before maintenance windows lapse and alerts fire again. 196 lines, beginner Python, just requests. Runs with --url and --warn-hours. #monitoring #python #prometheus https://www.valtersit.com/python/alertmanager-silence-expiry-reporter/

Learn how to monitor LLM inference in production using Prometheus and Grafana. Track p95 latency, tokens/sec, queue duration, and KV cache usage across vLLM, TGI, and llama.cpp. Includes PromQL examples, dashboards, alerts, Docker & Kubernetes setups.

#Monitoring #Hosting #Self-Hosting #LLM #AI #DevOps #Docker #K8S #Prometheus #Grafana #observability #kubernetes #vllm

https://www.glukhov.org/observability/monitoring-llm-inference-prometheus-grafana/