No one is forcing you to cargo-cult the backend architectures of huge companies. There is no shame in using mod_passenger, mod_wsgi, Elastic Beanstalk, Heroku, etc.

Containers and container schedulers should be employed when it’s harder to not use them, at which point you can afford full-time SREs.