Hi All, I'm ready to do a production deploy of the MAK service. I haven't gone through a production deploy process yet, but I can successfully make deploy on my instance and use the service with remote clients. I'm attaching a list of commands that I'm using to setup the MAK service VM. I believe some parts which are a little more unique (having to do with the Java and R interaction through the JRI interface, R packages) in the end are not too bad. Mostly its recompiling R with shared library support and setting the library paths. However, I'm hoping that R recoiled for shared library support could just become part of the dev_container environment and similarly with the few environment variable settings. Let me know what you think and whether there are any changes I should be making or additional tests. best, marcin