Disclosed are various embodiments for a log monitoring system to monitor the health of server log files. The log monitoring system may generate at least one log health signal based on an analysis of the server log content generated by at least one host application. Furthermore, the application may generate a system integrity record based on the at least one log health signal and an external signal, wherein the external signal embodies a system health metric of the at least one host application.