False in my experience. Full-time job? After the initial learning curve, a simple 2x redundant Prometheus poller setup on can last for a long time. Ours lasted for 30,000,000 timeseries until encountering performance issues.

After that, we needed some more effort to scale out horizontally with Thanos, but again, once it's set up, it maintains itself.