🏗️ DevOps & Infrastructure

40% of Automations Die in 90 Days—Patterns That Actually Survive Real Teams

Roughly 40% of automations crumble within 90 days—not from tech glitches, but business shifts no one updates. The survivors? Simple, human-proof designs from real-world trenches.

Chart showing 40% automation failure rate within 90 days in team workflows

⚡ Key Takeaways

  • Handle 80% cases automatically, route edges to human review. 𝕏
  • Build in overrides with checkboxes to prevent automation fights. 𝕏
  • Maintain via weekly checks on a documented registry board. 𝕏
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Originally reported by Dev.to

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