What Makes Windows Find Problems Only After I Stop Looking for Them?

Windows seems to discover errors, glitches, or other problems only after I have stopped actively checking for them, even though everything appeared normal during troubleshooting. Is there a reason issues might show up later, such as delayed updates, background tasks, intermittent hardware faults, or problems that occur only under certain conditions, and how can I identify the cause and prevent these surprises?