
The regular expression based log parsers work really well. Immediate discovery of issues helps fixing the bugs very soon. You do not need to login to server and check the logs everytime. Logstash along with Kibana and elasticsearch works like a charm. You will get a holistic view of all your logs and your debugging starts here. Review collected by and hosted on G2.com.
Its parsing is limited to the regular expressions. Should have some approximate matching with ML techniques which can help discover more issues. Writing custom grok regex patterns is a bit complex. The threshold for one time setup is a bit high and you need to have an initial understanding of the tools. Review collected by and hosted on G2.com.