
Observability Beyond Grep โ Logs, Metrics, Traces, and Why They All Matter
Why grepping through log files stops working at scale, the real difference between logs, metrics, and traces, and how OpenTelemetry ties them together.
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10 articles in this category

Why grepping through log files stops working at scale, the real difference between logs, metrics, and traces, and how OpenTelemetry ties them together.

Local forwarding, remote forwarding, dynamic SOCKS proxies, jump hosts, and the SSH config shortcuts that replaced half my VPN usage.

The thing nobody explains well: what actually happens between typing a URL and getting an IP address, and why 'DNS propagation' is a misleading term.

How I built CI/CD workflows that actually work, including the secrets management mistakes and caching tricks that took me months to figure out.

The Zsh, tmux, and Git configs I use daily. Annotated so you can understand what each block does and take what's useful.

Reference definitions for the 12-factor app methodology, containerization, infrastructure as code, and CI/CD pipelines.

Evaluating whether the overhead of Kubernetes is worth it for your team, and what the migration actually looks like.

Addressing misconceptions about containerized local setups, configuration pain points, and why volume mounting behaves the way it does.

Why most Docker tutorials fail beginners, the critical difference between images and containers, and what actually happens when you run a container.

A collection of bash commands and shortcuts I reach for constantly, organized by what I'm trying to do rather than by category.