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Read more about the article One Label Too Many: Centralized Logging With Loki Without Wrecking It

One Label Too Many: Centralized Logging With Loki Without Wrecking It

  • Post category:DevOps/System Administration/Technical Guides

Loki was fast until someone added one more label. Now queries time out during incidents and the index no longer fits in memory. Here's the model you have to internalise, what replaced Promtail, and how to keep labels, retention and storage costs under control.

Continue ReadingOne Label Too Many: Centralized Logging With Loki Without Wrecking It
Read more about the article Metrics, Logs and Traces: What Each One Answers

Metrics, Logs and Traces: What Each One Answers

  • Post category:DevOps/System Administration/Web Performance

Metrics tell you that something is wrong. Traces tell you where. Logs tell you why. Use them in that order and each step narrows the search — start with logs and you are grepping a firehose. Here is what each one is actually for, and the field that connects all three.

Continue ReadingMetrics, Logs and Traces: What Each One Answers
Read more about the article Prometheus + Grafana From Scratch on One Server

Prometheus + Grafana From Scratch on One Server

  • Post category:DevOps/Linux/System Administration

Two static binaries, a package and four systemd units. How to install Prometheus and Grafana on a single server from scratch, wire in node_exporter, put nginx and TLS in front, and keep the ports that have no authentication off the public internet.

Continue ReadingPrometheus + Grafana From Scratch on One Server
Read more about the article Docker Issues & Troubleshooting: Real-World Solutions

Docker Issues & Troubleshooting: Real-World Solutions

  • Post category:Articles/Cloud Computing/DevOps/Docker/Linux/Tutorials

Docker containers rarely fail without leaving clues. This practical guide explores common Docker issues involving networking, storage, permissions, ports, logs, health checks, reverse proxies, and resource usage—and explains how to troubleshoot them methodically.

Continue ReadingDocker Issues & Troubleshooting: Real-World Solutions
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