Script vs. System: Stop Calling Everything a “System”
You’ve seen it: a 400-line Bash script named backup_and_notify.sh, tucked into /opt/scripts, running nightly via cron. You call it a “system” because it feels like one—multiple…
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Automation Notes
Practical notes on AI, automation, content sites, and the machinery behind the work.
Script vs System: The Difference That Actually Matters
Most IT folks I know have a graveyard of scripts somewhere. Cron jobs that ran once. Python one-liners they wrote at 2 AM. Automation that's now…
Scripts, Cron Jobs, Alerts, and the Part Everyone Forgets
I've been running automation in production for over fifteen years. I've seen scripts that were supposed to run daily for years without touching them, and I've…
How to Decide If a Task Is Worth Automating
You’re drowning in repeatable work. Another backup check. Another log rotation. Another monthly report. You hear “just automate it” and feel a flicker of hope—then see…
What Production Automation Taught Me About Small Personal Workflows
I’ve spent 20 years keeping production systems running—scripting deployments, debugging cron jobs, and watching CI/CD pipelines fail at 2 a.m. Over time, I started applying that…
Scripts, Cron Jobs, Alerts, and the Part Everyone Forgets
You’ve got your script running. Cron’s in place. PagerDuty’s pinging your phone. You’re done, right? No. You’re just getting started—and most people stop here and wonder…
Is This Task Worth Automating? (Spoiler: Probably Not)
You’re staring at a repetitive task. Copy-pasting logs. Rebuilding VMs after a bad deploy. Writing the same Slack report every Friday. Your inner engineer whispers: “Can…
The Automation Checklist I Wish Every Project Started With
I've been automating stuff since before it was cool, and I've learned one thing the hard way: the moment you skip the boring questions is the…
My Automation Checklist Before You Automate Anything
I've seen teams spend weeks building automation that breaks in production on day three. I've watched "quick wins" turn into six-month maintenance nightmares. And I've done…
What Nobody Tells You About Automation Scripts
Most IT folks have been burned by a cron job that stopped working three months ago and nobody noticed until production was on fire. That's not…