data as code and infrastructure as code concept - 3d

data as code version control validation automation documentation modularity reusability review integrity pipelines configuration management continuous integration delivery git governance quality lifecycle engineering 3d illustration science ml transformation etl workflow devops mlops dataops source collaborative development storage backup security auditing modeling orchestration scalability accessibility metadata provenance standards versioning analytics infrastructure