The best automation removes friction without hiding decisions or creating a fragile web of disconnected tools.
Choose stable workflows
Automate processes that are understood and repeated often enough to justify dependable implementation.
Keep people in the right decisions
Good automation handles predictable work while making exceptions and approvals visible to the people responsible.
Design for support
Logging, clear ownership and recoverable failures matter as much as the happy path.
