I find that lnav is very nice for on-the-fly analysis, with how you can easily build filters and see the results immediately. It's basically the best tool I've used that mimics a "tail -f | grep" workflow

I know you can do similar with Kibana / Splunk UI, but I still find that lnav is a lot faster to work with, only drawback being that it only works on files.