The balking pattern surfaces as a crucial tactic in software design when dealing with situations where an operation might present potential obstacles. Essentially, it involves implementing a mechanism to detect these anticipated roadblocks ahead of time execution. By initiatively addressing these issues, the balking pattern seeks to prevent unexpec