Test Data Management at Scale Questions

Designing and operating test data strategies for large, distributed systems. Topics include synthetic data generation versus production subsets, data masking and privacy compliance, environment provisioning, data isolation and cleanup, handling cross service data dependencies, performance and scale considerations for test data, and tooling for managing test data across teams and pipelines.