Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
A different angle on AWS cost work: the operational discipline that prevents costs from creeping back up after the initial cleanup.
Bash patterns beyond the basics: arrays, traps, process substitution, parameter expansion. The features that earn their place when scripts grow.
We cut our average production image size by 78% with multi-stage builds. The patterns that worked, the ones that didn't, and the production gotchas.
