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February 10, 20262 min read

Why I Automate Everything

AutomationProductivityEngineering

I have a simple rule: if I do something more than twice, I automate it.

This isn't just about saving time. It's about reducing errors, creating documentation, and building systems that scale independently of how many hours I work.

The Automation Mindset

Most people think of automation as writing scripts. That's part of it, but the real shift is mental. It's asking yourself:

  • Is this repeatable? If yes, it's a candidate for automation.
  • Is this error-prone? If yes, it should be automated.
  • Will someone else need to do this? If yes, it must be automated.

What I Automate

Here's a non-exhaustive list of things I've automated in the last year:

  • Deployment pipelines — from git push to production in under 3 minutes
  • Invoice generation — client billing that runs itself
  • Code scaffolding — new projects start with my exact stack, pre-configured
  • Reporting — weekly summaries that pull from multiple data sources
  • Environment setup — one command to go from fresh machine to fully configured

The ROI of Automation

People often argue that automation takes longer than just doing the task manually. And for a one-time task, that's true. But they're missing the compounding effect.

An automated process:

  • Runs without you
  • Runs at 3 AM without complaining
  • Runs the same way every time
  • Serves as documentation for how the process works
  • Can be improved incrementally

Start Small

You don't need to automate everything at once. Start with the task that annoys you the most. Write a script. Run it a few times. Improve it. Then move to the next thing.

The compound interest of small automations is what separates productive engineers from busy ones.

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