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Great Expectations
I bring up Great Expectations because data observability is no longer a nice-to-have—it’s an expectation. If you’re building pipelines for AI and analytics, you need validation and data contracts so downstream teams aren’t constantly debugging broken inputs.
Pros
- +Helps validate data quality with explicit expectations
- +Encourages data contract and observability practices
Cons
- -Requires ongoing maintenance as schemas evolve
- -Can add overhead if not integrated thoughtfully
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Great Expectations
Available on Greatexpectations
External purchase
Highlights
- +Helps validate data quality with explicit expectations
- +Encourages data contract and observability practices
Recommended by
Aishwarya Srinivasan