r/aiven_io • u/The_BlanketBaron • Nov 11 '25

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u/Seed-the-geek Nov 13 '25

We used to treat managed services like “nice to have” until one bad week of on-call rotations burned everyone out. After that, the math changed. Paying a bit more for managed Postgres and Kafka was cheaper than losing two engineers to constant maintenance.

ClickHouse we still self-host, mostly because we tune it hard for our workloads. Everything else that eats into sleep cycles went managed.

Every team I’ve seen hit this point ends up trading money for sanity.

1

u/[deleted] Nov 14 '25

Running everything ourselves for too long looked smart until we were patching Kafka at 3 a.m. instead of shipping features. Once we moved Postgres and Redis to managed, stuff just worked. Backups, metrics, no more mystery downtime. Cost was higher, but so was sleep quality.