What strategies do you use to ensure your database scales smoothly in a DBaaS setup?

For those of you scaling databases with DBaaS, what strategies have worked best for ensuring smooth scaling? Are there particular configurations, monitoring tools, or optimization techniques you use to prevent performance bottlenecks as your user base grows? I’d love to hear about your experiences and any tips for managing scaling challenges.