⚙️ DevOps & Platform Eng

The Dumb Way We Leaked Real Emails into Tests—And the Build Breaker That Fixed It

Real user emails in test data? It happened—repeatedly. Until they turned leaks into build-killers.

CI pipeline failing on detected PII email in test fixture code

⚡ Key Takeaways

  • Turn PII detection into a hard CI failure—reviews are too late. 𝕏
  • Build a local, network-free CLI for scans: simple beats fancy. 𝕏
  • This fixes more than tests: guards AI data, logs, everywhere. 𝕏
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Originally reported by dev.to

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