Go's data race detector has a limitation that can lead to missed data races in code, particularly when mutexes are used. The article illustrates a scenario where a race condition occurs due to an unguarded increment in a concurrent environment, which the race detector fails to detect under certain execution orders. Understanding the detector's boundaries is crucial for ensuring thread safety in Go applications.