Anyone who has worked even briefly in a real production environment knows the anxiety that arises when something stops working properly and there is no clear explanation. Users report issues that are difficult to reproduce, the system slows down for no obvious reason, and the data in front of you does not lead to any solid conclusion. Logs are poor or vague, metrics appear “normal,” and yet the user experience is degrading.










