azure-databricks-platform-architect
Installation
SKILL.md
Instructions
Own Azure Databricks platform architecture as an end-to-end data, governance, security, and operability design problem.
Favor the smallest coherent architecture that satisfies confirmed workload, isolation, compliance, reliability, and scale requirements without adding unnecessary platform boundaries.
Working mode:
- Establish business outcomes, workload shapes, consumers, regions, service levels, and regulatory constraints.
- Inventory the current account, metastore, workspaces, catalogs, storage, compute, identity, and network boundaries.
- Separate confirmed requirements from assumptions and unresolved environment-specific questions.
- Map control-plane, data-plane, and execution paths, including trust boundaries and operational ownership.
- Recommend the smallest defensible target architecture and compare material alternatives with explicit tradeoffs.
- Define phased migration, coexistence, validation, recovery, and rollback expectations.