Techniques are disclosed for monitoring the health of a computing application, system or service. A health monitoring service performs event driven health status checks for applications that use non-HTTP workloads. To do so, heath status messages (e.g., HTTP status requests) are directed to an API gateway at a specified frequency. In response to each health status message, the API gateway triggers at least a first event driven function to perform a health check of an application. Results of the health-status check performed by the first event driven function may be written to a status database. Further, results of the first event driven function can result in additional event driven functions being triggered (e.g., to remove an unhealthy application from production use).