# data-pipeline-safety

- Author: QuantLab Deploy
- Repository: alisitki/quantlab-backend
- Version: 20260131125222
- Stars: 0
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/alisitki/quantlab-backend
- Web: https://mule.run/skillshub/@@alisitki/quantlab-backend~data-pipeline-safety:20260131125222

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# QuantLab Data Pipeline Safety

## Core rules
- Pipelines must be idempotent.
- Validate schema before processing.
- Log row counts.
- Corrupt data goes to quarantine.
- Fingerprint outputs when possible.

## Never
- Assume file integrity
- Skip validation for speed