DevOps and DataOps for Snowflake

DevOps and DataOps in Snowflake are about shipping small, reversible changes to code and data. The platform’s primitives—separation of storage/compute, zero-copy clones, Time Travel, role-based security—map neatly to modern delivery: you build and test in isolation, promote with metadata, and make every release auditable. A good practice keeps three threads braided: software discipline (version control, CI, artifacts), data discipline (tests, contracts, backfills), and platform discipline (roles, warehouses, monitors).