DataOps Reference Pack

Goal

Ground pipeline and test generation in the Microsoft CSE engineering playbook so that data tier semantics, validation placement, recovery invariants, and DS/MLOps test technique are applied consistently and attributed accurately.

Inputs

• The pipeline, transformation, validation, or test work under discussion
• The tier of each dataset involved, when the consuming workflow records one
• Existing test layout, package structure, and data-access boundaries
• A data classification produced elsewhere, when sensitivity matters

Reference index

Read only the reference that matches the active concern.