diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index a8b93ecd..2024adca 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -123,12 +123,6 @@ Depending on the kind of contribution, maybe not all kinds of tests are needed,
 * Run `./indocker composer ci` to run all previous commands together. This command is run during the project's continuous integration.
 * Run `./indocker composer ci:parallel` to do the same as in previous case, but parallelizing non-conflicting tasks as much as possible.
 
-> Note: Due to some limitations in the tooling used by shlink, the testing databases need to exist beforehand, both for db and api tests (except sqlite).
->
-> However, they just need to be created empty, with no tables. Also, once created, they are automatically reset before every new execution.
->
-> The testing database is always called `shlink_test`. You can create it using the database client of your choice. [DBeaver](https://dbeaver.io/) is a good multi-platform desktop database client which supports all the engines supported by shlink.
-
 ## Pull request process
 
 **Important!**: Before starting to work on a pull request, make sure you always [open an issue](https://github.com/shlinkio/shlink/issues/new/choose) first.
diff --git a/composer.json b/composer.json
index 4d240acb..e0ffd0de 100644
--- a/composer.json
+++ b/composer.json
@@ -28,7 +28,7 @@
         "laminas/laminas-config-aggregator": "^1.7",
         "laminas/laminas-diactoros": "^2.8",
         "laminas/laminas-inputfilter": "^2.13",
-        "laminas/laminas-servicemanager": "^3.10",
+        "laminas/laminas-servicemanager": "^3.11.2",
         "laminas/laminas-stdlib": "^3.6",
         "lcobucci/jwt": "^4.1",
         "league/uri": "^6.4",
@@ -74,7 +74,7 @@
         "phpunit/phpunit": "^9.5",
         "roave/security-advisories": "dev-master",
         "shlinkio/php-coding-standard": "~2.2.0",
-        "shlinkio/shlink-test-utils": "^3.0",
+        "shlinkio/shlink-test-utils": "^3.0.1",
         "symfony/var-dumper": "^6.0",
         "veewee/composer-run-parallel": "^1.1"
     },
diff --git a/config/test/bootstrap_db_tests.php b/config/test/bootstrap_db_tests.php
index 9f14c38d..0237d741 100644
--- a/config/test/bootstrap_db_tests.php
+++ b/config/test/bootstrap_db_tests.php
@@ -8,5 +8,5 @@ use Psr\Container\ContainerInterface;
 
 /** @var ContainerInterface $container */
 $container = require __DIR__ . '/../container.php';
-$container->get(Helper\TestHelper::class)->createTestDb();
+$container->get(Helper\TestHelper::class)->createTestDb(['bin/cli', 'db:create'], ['bin/cli', 'db:migrate']);
 DbTest\DatabaseTestCase::setEntityManager($container->get('em'));
diff --git a/module/CLI/src/Command/Db/CreateDatabaseCommand.php b/module/CLI/src/Command/Db/CreateDatabaseCommand.php
index afc57d1e..415290a3 100644
--- a/module/CLI/src/Command/Db/CreateDatabaseCommand.php
+++ b/module/CLI/src/Command/Db/CreateDatabaseCommand.php
@@ -66,7 +66,7 @@ class CreateDatabaseCommand extends AbstractDatabaseCommand
 
     private function checkDbExists(): void
     {
-        if ($this->regularConn->getDatabasePlatform() instanceof SqlitePlatform) {
+        if ($this->regularConn->getDriver()->getDatabasePlatform() instanceof SqlitePlatform) {
             return;
         }
 
@@ -74,7 +74,7 @@ class CreateDatabaseCommand extends AbstractDatabaseCommand
         // Otherwise, it will fail to connect and will not be able to create the new database
         $schemaManager = $this->noDbNameConn->createSchemaManager();
         $databases = $schemaManager->listDatabases();
-        $shlinkDatabase = $this->regularConn->getDatabase();
+        $shlinkDatabase = $this->regularConn->getParams()['dbname'] ?? null;
 
         if ($shlinkDatabase !== null && ! contains($databases, $shlinkDatabase)) {
             $schemaManager->createDatabase($shlinkDatabase);
diff --git a/module/CLI/test/Command/Db/CreateDatabaseCommandTest.php b/module/CLI/test/Command/Db/CreateDatabaseCommandTest.php
index ec7c080a..93e07d4d 100644
--- a/module/CLI/test/Command/Db/CreateDatabaseCommandTest.php
+++ b/module/CLI/test/Command/Db/CreateDatabaseCommandTest.php
@@ -5,6 +5,7 @@ declare(strict_types=1);
 namespace ShlinkioTest\Shlink\CLI\Command\Db;
 
 use Doctrine\DBAL\Connection;
+use Doctrine\DBAL\Driver;
 use Doctrine\DBAL\Platforms\AbstractPlatform;
 use Doctrine\DBAL\Platforms\SqlitePlatform;
 use Doctrine\DBAL\Schema\AbstractSchemaManager;
@@ -30,6 +31,7 @@ class CreateDatabaseCommandTest extends TestCase
     private ObjectProphecy $processHelper;
     private ObjectProphecy $regularConn;
     private ObjectProphecy $schemaManager;
+    private ObjectProphecy $driver;
 
     public function setUp(): void
     {
@@ -48,7 +50,9 @@ class CreateDatabaseCommandTest extends TestCase
 
         $this->regularConn = $this->prophesize(Connection::class);
         $this->regularConn->createSchemaManager()->willReturn($this->schemaManager->reveal());
-        $this->regularConn->getDatabasePlatform()->willReturn($this->prophesize(AbstractPlatform::class)->reveal());
+        $this->driver = $this->prophesize(Driver::class);
+        $this->regularConn->getDriver()->willReturn($this->driver->reveal());
+        $this->driver->getDatabasePlatform()->willReturn($this->prophesize(AbstractPlatform::class)->reveal());
         $noDbNameConn = $this->prophesize(Connection::class);
         $noDbNameConn->createSchemaManager()->willReturn($this->schemaManager->reveal());
 
@@ -67,7 +71,7 @@ class CreateDatabaseCommandTest extends TestCase
     public function successMessageIsPrintedIfDatabaseAlreadyExists(): void
     {
         $shlinkDatabase = 'shlink_database';
-        $getDatabase = $this->regularConn->getDatabase()->willReturn($shlinkDatabase);
+        $getDatabase = $this->regularConn->getParams()->willReturn(['dbname' => $shlinkDatabase]);
         $listDatabases = $this->schemaManager->listDatabases()->willReturn(['foo', $shlinkDatabase, 'bar']);
         $createDatabase = $this->schemaManager->createDatabase($shlinkDatabase)->will(function (): void {
         });
@@ -87,7 +91,7 @@ class CreateDatabaseCommandTest extends TestCase
     public function databaseIsCreatedIfItDoesNotExist(): void
     {
         $shlinkDatabase = 'shlink_database';
-        $getDatabase = $this->regularConn->getDatabase()->willReturn($shlinkDatabase);
+        $getDatabase = $this->regularConn->getParams()->willReturn(['dbname' => $shlinkDatabase]);
         $listDatabases = $this->schemaManager->listDatabases()->willReturn(['foo', 'bar']);
         $createDatabase = $this->schemaManager->createDatabase($shlinkDatabase)->will(function (): void {
         });
@@ -108,7 +112,7 @@ class CreateDatabaseCommandTest extends TestCase
     public function tablesAreCreatedIfDatabaseIsEmpty(array $tables): void
     {
         $shlinkDatabase = 'shlink_database';
-        $getDatabase = $this->regularConn->getDatabase()->willReturn($shlinkDatabase);
+        $getDatabase = $this->regularConn->getParams()->willReturn(['dbname' => $shlinkDatabase]);
         $listDatabases = $this->schemaManager->listDatabases()->willReturn(['foo', $shlinkDatabase, 'bar']);
         $createDatabase = $this->schemaManager->createDatabase($shlinkDatabase)->will(function (): void {
         });
@@ -141,10 +145,10 @@ class CreateDatabaseCommandTest extends TestCase
     /** @test */
     public function databaseCheckIsSkippedForSqlite(): void
     {
-        $this->regularConn->getDatabasePlatform()->willReturn($this->prophesize(SqlitePlatform::class)->reveal());
+        $this->driver->getDatabasePlatform()->willReturn($this->prophesize(SqlitePlatform::class)->reveal());
 
         $shlinkDatabase = 'shlink_database';
-        $getDatabase = $this->regularConn->getDatabase()->willReturn($shlinkDatabase);
+        $getDatabase = $this->regularConn->getParams()->willReturn(['dbname' => $shlinkDatabase]);
         $listDatabases = $this->schemaManager->listDatabases()->willReturn(['foo', 'bar']);
         $createDatabase = $this->schemaManager->createDatabase($shlinkDatabase)->will(function (): void {
         });