In the pipeline
Built for CI, not just your laptop
A fast emulator doesn't just save you time locally, it changes what's practical in your pipeline. When startup takes milliseconds instead of seconds, you can spin up a fresh database per test. No shared state. No cleanup. No flaky tests.
Pair that with dynoxide import and you're running integration tests against real data shapes: anonymised, compressed, loaded in seconds from a snapshot of production.
A 3 MB download with no dependencies means no Docker layer caching, no JVM warmup eating into your build minutes, and no "works on my machine" divergence between local and CI.
Already built around amazon/dynamodb-local in a container? Swap the image. The official ghcr.io/nubo-db/dynoxide is a 5 MB drop-in with the same API, where you'd otherwise pull 225 MB. You don't need Docker, but if you want it, it's no longer the slow part.