Automation and Operations
This module turns commands into systems: scheduled jobs, pipelines, logging, and overlapping-run prevention.
Lessons
| Lesson | Outcome |
|---|---|
| Cron and Systemd Timers | Schedule jobs with proper runtime context |
| Systemd Timers | Improve visibility and missed-run handling |
| CI/CD and Non-Interactive Jobs | Publish artifacts and backups in pipelines |
| Verification Gates | Prevent bad artifacts from promotion |
| Exit Codes, Locking, and Idempotency | Avoid overlap and detect failure |
| Locking | Stop overlapping destructive jobs |