Schema-Aware Gates: Validate, Don't Coerce

1. 1Define a schema for your data using a schema definition language
2. 2Implement a gate that validates incoming data against the schema
3. 3Configure the gate to fail closed when validation fails
4. 4Test the gate with sample data to ensure correct functionality
5. 5Apply the gate to your data pipeline to enforce data integrity

Data engineers and software developers benefit from schema-aware gates as they help prevent data corruption and ensure consistency, making it easier to maintain and debug their systems

💡 Schema-aware gates should validate and fail closed to prevent data corruption

💡 Validate, don't coerce: schema-aware gates for data integrity #dataengineering #datavalidation