Regression prevention and quality gates¶

Problem¶

The context catalog's enrichment pipeline has no automated regression gates — there are no checks that verify metadata output quality, enrichment completeness, or schema contract conformance before a release ships. Manual testing cannot keep pace with the growing number of enrichment rules, metadata sources, and consumer integrations. Without automated quality gates, any code change to the profiling or enrichment pipeline can silently degrade AI_CONTEXT output quality, and regressions will only be caught after users report incorrect or missing metadata.

Regression prevention and quality gates¶

Problem¶

Context¶

Possible Solutions¶

Plan¶

Implementation Progress¶

Review Feedback¶