A great list of resource - glad I ran into this post! I have rolled my own log scraping and exception monitoring and notification, but some of services do a lot more.

I have been using https://www.pingdom.com for uptime monitoring and some basic perf/latency tracking. It works well and doesn't cost a lot, plus it can hit my services from multiple regions.