I wonder how may of those tools could just be self-hosted on a $100-$200/month dedicated server.
Which makes totally sense for large organisations but less sense for small ones where it could be easy to manage most services off a single box, provided that regular backups are made.
Consider git alone: you can run a small gitlab instance for free. You can do ci/cd off a jenkins instance. Ticketing systems are one of the oldest things around.
Some basics of system administration is all you need.