SQL Agent Error : Unable to start JobManager thread for job XXXX

This week, we had really really strange error in one of our production databases. We had few jobs running internally (SQL Agent) and externally (Windows Scheduler) for usual data fetching and feeding. But yesterday, we got notification from our watchdog application (which basically monitors our system/job status) start sending us alert messages that jobs are