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A staging environment exposed 400,000 rows of real customer PII for 36 hours after a junior DevOps engineer restored the wrong backup from S3. The team built a deterministic hashing pipeline that processes CSV dumps in 6 seconds and runs weekly via GitHub Actions cron job.
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