Model one process as tasks with explicit inputs, outputs and dependencies. Test each task separately, then run the complete flow with representative data and deliberately trigger a failure to understand retries and operator visibility.
Keep workflow definitions in version control and use named secrets or connection settings rather than embedding credentials. Kestra’s open-source core provides orchestration, while actual tasks still consume compute and external services. Evaluate Enterprise requirements independently when introducing centralized governance across teams.
