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You should check out tools that help bring a Heroku quality experience into your own cloud, where there are lots of database options that meet your needs.

Coherence (disclosure- I’m a cofounder) - https://www.withcoherence.com - is one option. A defined workflow for production-quality full-stack web apps with dev and production built in alongside automated test environments, including CI/CD and cloud IDEs - all configured with one high-level YAML. We’re in a very early private beta on google cloud right now - if you’re interested, please check out our site above and let us know!