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Failure Pattern

The Moving Target

The process changes faster than the automation built around it.

What it looks like

  • By the time the build finishes, the process it automated has already changed
  • The team keeps requesting changes mid-build because the real process wasn't stable
  • The automation feels outdated within weeks of shipping

Why it happens

Automating a process while it's still being figured out locks in assumptions that stop being true almost immediately — the process needed to stabilize first, and automation was reached for too early.

How to avoid it

If a process is still changing weekly, that's a signal to stabilize it manually first, not to automate it. Our Automation Approach Finder checks process stability directly before recommending a build.

Have a project in mind?

Tell us what you're trying to automate or build — we'll reply with next steps, not a sales pitch.