How would you keep an agent from looping on the same failed action?

Instruction: Explain the controls you would use to prevent repetitive agent retries.

Context: Checks whether the candidate can explain the core concept clearly and connect it to real production decisions. Explain the controls you would use to prevent repetitive agent retries.