I imagine the documentation is currently a work in progress. But starting for example from Github, it is extremely easy to go down a deep dark hole trying to figure out all the new terms: I guess I have to use BOSH, what is BOSH (itself a deep dark hole: uhh, stemcell? How does this relate to all the other similar tools? Why would I commit to using this new tool solely for the sake of Concourse?); now I have to learn a new strange distinction between the otherwise similar English words "job" and "task," something about Garden (yet another hole to travel) and a new meaning for the acronym "TSA" and for some reason the command line utility is called "fly" which has no obvious relationship to the project name (what if the command to interact with git were "spudge"?) can I please just install a .deb and run a service and add a build real quick to try this out?
This could be why it is so common to see Jenkins deployed everywhere. While it is wrongly designed in so many frustrating ways, you can still set it up for real work in an hour or so, and you won't need a dictionary to translate from a unique new jargon into English just to try it out. Every new CI that makes this even one bit harder than Jenkins isn't trying hard enough.