AI currently cannot fully replace troubleshooting tools like memory leak detectors, but combining AI with traditional methods can significantly improve diagnostic efficiency. GCeasy’s Deterministic AI enhances problem-solving by providing precise metrics for quick analysis. This article demonstrates its application in diagnosing intermittent memory leaks effectively, saving time and resources.