How do I incorporate testing after the fact?

This page summarizes the projects mentioned and recommended in the original post on /r/dataengineering

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  • soda-sql

    Discontinued Data profiling, testing, and monitoring for SQL accessible data.

  • Look at SodaSQL. It's more enterprise focused than Great Expectations and you can pipe results to a database for downstream actions and analysis.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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