Well, Sidequest comes with a comprehensive built-in dashboard that provides real-time monitoring, job management, and performance analytics, so there's that.

You can probably deploy Sidequest a job processor for all your 20+ services. Each service can enqueue the jobs and you can run as many machines as you want with Sidequest just to run the jobs. You maintain the 12-factor principle - your services remain stateless and delegate scheduled work to Sidequest.

The only requirement here is that the scripts to be executed must be in the same path in all machines. As long as you follow that, you can deploy it and run your jobs :)