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Interested in checking out what the final code should look like? You can find it here.
Add tests! You can use testcontainers to spin up Docker containers for Postgres and other infrastructure which makes testing your database extremely easy. You can find more about this here.
During deployment, Shuttle will automatically provision a database to our project without any input required from us! Locally, it will use Docker to spin up the Postgres container - you can also use Podman and similar programs that allow Docker usage through them. You can find the installation for Docker here.