Riemann is a powerful tool for monitoring freaks, lets you aggregate and process all of your application monitoring data in memory. Here is my presentation from StatsCraft 2015 about our monitoring our system and Riemann.
The video is in Hebrew, the slides are in English.
Link to the presentation