The goal of automation is not to hide a process. It is to make predictable work reliable and leave people focused on the decisions that need judgment.
Automate explicit rules
Triggers and outcomes should be explainable. If a team cannot state when an automation should run, the process needs clarification before code.
Preserve exceptions
Real operations have missing data, unavailable services, and unusual cases. A useful automation creates a clear recovery path instead of silently failing.
Keep an audit trail
Teams need to know what happened, when it happened, and what system or person initiated it. Observability is part of the workflow, not a later add-on.