Our team recently took on a project to ensure data quality for a retail customer making constant changes to their website. Their issue was the process of taking data and ensuring that it was maintaining its integrity for production updates.

Using Cerberus for schema-based validation, we were able to processes YAML configurations for their CI/CD pipeline. This script provides clear pass/fail feedback with detailed error reporting and integrates seamlessly for automated PR validations.

This validation layer has significantly reduced data-related incidents in production by catching schema violations early in the development cycle. A perfect example of how a few lines of code can dramatically improve platform reliability!

What validation tools are you using in your cloud infrastructure?

Link to code – https://gitlab.com/dominion314/SaaS_Dev_Repo/-/tree/main/Cerberus%20Script?ref_type=heads