Schema Contracts and Configuration Tracking — Data Engineering | Learn by Directing AI

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Brief 1 2 3 4 5 6 7 8 Materials Chat

Schema Contracts and Configuration Tracking

Units

1Meet Katrine and understand the turbine data
2Plan the pipeline and design the SCD strategy
3Build staging models and resolve turbine identities
4Build the SCD Type 2 dimension and link to SCADA data
5Define metrics in MetricFlow and enforce schema contracts
6Implement PII masking and verify across surfaces
7Quality testing on SCD models and Dagster freshness
8Present results to Katrine, handle scope creep, and close

Materials Chat with Katrine Moller

Materials

mdCLAUDE.md mdclaudemd-template.md csvcomponent-changes.csv csvmaintenance-logs.csv mdmetricflow-guide.md mdpii-classification-checklist.md mdpipeline-spec-template.md csvscada-data-full.csv csvscada-sample.csv mdscd-design-template.md csvturbine-mapping.csv