Whenever you're ready, walk me through how you'd approach this.
How do you determine which test cases are the best candidates for automation? Explain the criteria you use to balance regression value, repeatability, stability, execution frequency, risk, and maintenance cost. Also identify cases that should remain manual and describe how you would choose the appropriate test level, such as API, unit, or UI automation.