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Establish data quality & observability framework #700

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Establish data quality & observability framework#700
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complexity: mediumtask has guidance about how to achieve it, but involves many different subtasks to completefeature: databasemissing: milestonerole: data scientistsize: 8ptCan be done in 31-48 hours

Description

@glenflorendo
glenflorendo
opened on Nov 4, 2025

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Description

Introduce validation, anomaly detection, and monitoring for data pipelines.

Acceptance Criteria

  • Great Expectations or similar framework in place
  • Data freshness and null-rate metrics tracked
  • Alerts for schema drift or load failures

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    complexity: mediumtask has guidance about how to achieve it, but involves many different subtasks to completefeature: databasemissing: milestonerole: data scientistsize: 8ptCan be done in 31-48 hours

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