I can only tell you my organization opinion on the matter. We are in the process of moving to modules, for every single project that we are working on. What we are building is basically micro-services + some client libraries. For micro-services the transition to modules is somehow a lower priority: the code there is already somehow isolated in the docker container, so "adding" modules in there does not seem (to us) very important. This work is being picked up slowly, but it's low priority.
On the other hand, client libraries is an entirely different story. I can not tell you the mess we have sometimes. I'll explain one point that I hated before jigsaw. You expose an interface to clients, for everyone to use. Automatically that interface is public - exposed to the world. Usually, what I do, is have then some package-private classes, that are not exposed to the clients, that use that interface. I don't want clients to use that, it is internal. Sounds good? Wrong.
The first problem is that when those package-private classes grow, and you want more classes, the only way to keep everything hidden is to create classes in the same package:
When it grows (in our cases it does), those packages are way too big. Moving to a separate package you say? Sure, but then that HelperUsage and FactoryUsage will be public and we tried to avoid that from the beginning.
Problem number two: any user/caller of our clients can create the same package name and extend those hidden classes. It happened a few times to us already, fun times.
modules solves this problem in a beautiful way : public is not reallypublic anymore; I can have friend access via exports to directive. This makes our code lifecycle and management much easier. And we get away from classpath hell. Of course maven/gradle handle that for us, mainly, but when there is a problem, the pain will be very real. There could be many other examples, too.
That said, transition is (still) not easy. First of all, everyone on the team needs to be aligned; second there are hurdles. The biggest two I still see is: how do you separate each module, based on what, specifically? I don't have a definite answer, yet. The second is split-packages, oh the beautiful "same class is exported by different modules". If this happens with your libraries, there are ways to mitigate; but if these are external libraries... not that easy.
If you depend on jarA and jarB (separate modules), but they both export abc.def.Util, you are in for a surprise. There are ways to solve this, though. Somehow painful, but solvable.
Overall, since we migrated to modules (and still do), our code has become much cleaner. And if your company is "code-first" company, this matters. On the other hand, I have been involved in companies were this was seen as "too expensive", "no real benefit" by senior architects.
Java 9 and later releases support traditional JAR files on the
traditional class path, via the concept of the unnamed module, and will
likely do so until the heat death of the universe.
Whether to start using modules is entirely up to you.
If you maintain a large legacy project that isn’t changing very much,
then it’s probably not worth the effort.
If you work on a large project that’s grown difficult to maintain over
the years then the clarity and discipline that modularization brings
could be beneficial, but it could also be a lot of work, so think
carefully before you begin.
If you’re starting a new project then I highly recommend starting with
modules if you can. Many popular libraries have, by now, been upgraded
to be modules, so there’s a good
chance that all of the dependencies that you need are already available
in modular form.
If you maintain a library then I strongly recommend that you
upgrade it to be a module if you haven’t done so already, and if all of
your library’s dependencies have been converted.
All this isn’t to say that you won’t encounter a few stumbling blocks
when moving past Java 8. Those that you do encounter will, however,
likely have nothing to do with modules per se. The most common
migration problems that we’ve heard about since we released Java 9 in
2017 have to do with changes to the syntax of the version
string and to the removal or
encapsulation of internal APIs
(e.g., sun.misc.Base64Decoder) for which public, supported
replacements have been available for years.