diff --git a/Jellyfin.Database/Jellyfin.Database.Providers.PgSql/PgSqlDatabaseProvider.cs b/Jellyfin.Database/Jellyfin.Database.Providers.PgSql/PgSqlDatabaseProvider.cs
index e6ae2acea7..021110742e 100644
--- a/Jellyfin.Database/Jellyfin.Database.Providers.PgSql/PgSqlDatabaseProvider.cs
+++ b/Jellyfin.Database/Jellyfin.Database.Providers.PgSql/PgSqlDatabaseProvider.cs
@@ -9,7 +9,7 @@ using Npgsql;
 namespace Jellyfin.Database.Providers.PgSql;
 
 /// <summary>
-/// Configures jellyfin to use an SqLite database.
+/// Configures jellyfin to use an Postgres database.
 /// </summary>
 [JellyfinDatabaseProviderKey("Jellyfin-PgSql")]
 public sealed class PgSqlDatabaseProvider : IJellyfinDatabaseProvider
diff --git a/Jellyfin.Database/Jellyfin.Database.Providers.SqLite/SqliteDatabaseProvider.cs b/Jellyfin.Database/Jellyfin.Database.Providers.SqLite/SqliteDatabaseProvider.cs
index 907ea91561..ef4f00384b 100644
--- a/Jellyfin.Database/Jellyfin.Database.Providers.SqLite/SqliteDatabaseProvider.cs
+++ b/Jellyfin.Database/Jellyfin.Database.Providers.SqLite/SqliteDatabaseProvider.cs
@@ -8,9 +8,9 @@ using Microsoft.Extensions.Logging;
 namespace Jellyfin.Database.Providers.SqLite;
 
 /// <summary>
-/// Configures jellyfin to use an SqLite database.
+/// Configures jellyfin to use an SQLite database.
 /// </summary>
-[JellyfinDatabaseProviderKey("Jellyfin-SqLite")]
+[JellyfinDatabaseProviderKey("Jellyfin-SQLite")]
 public sealed class SqliteDatabaseProvider : IJellyfinDatabaseProvider
 {
     private readonly IApplicationPaths _applicationPaths;
diff --git a/Jellyfin.Database/readme.md b/Jellyfin.Database/readme.md
index 883aff2d75..55d57d3eff 100644
--- a/Jellyfin.Database/readme.md
+++ b/Jellyfin.Database/readme.md
@@ -12,12 +12,12 @@ When creating a new migration, you always have to create migrations for all prov
 dotnet ef migrations add MIGRATION_NAME --project "PATH_TO_PROJECT" -- --provider PROVIDER_KEY
 ```
 
-with both sqlite and pgsql currently beeing supported and both need migrations, you need to run the efcore tool with the correct project to tell EfCore where to store the migrations and the correct provider key to tell jellyfin to load that provider.
+with both sqlite and pgsql currently beeing supported and both need migrations, you need to run the Entity Framework tool with the correct project to tell EFCore where to store the migrations and the correct provider key to tell jellyfin to load that provider.
 
 The example is made from the root folder of the project e.g for codespaces `/workspaces/jellyfin`
 
 ```cmd
-dotnet ef migrations add {MIGRATION_NAME} --project "Jellyfin.Database/Jellyfin.Database.Providers.SqLite" -- --migration-provider Jellyfin-SqLite
+dotnet ef migrations add {MIGRATION_NAME} --project "Jellyfin.Database/Jellyfin.Database.Providers.SqLite" -- --migration-provider Jellyfin-SQLite
 dotnet ef migrations add {MIGRATION_NAME} --project "Jellyfin.Database/Jellyfin.Database.Providers.PgSql" -- --migration-provider Jellyfin-PgSql
 ```
 
diff --git a/Jellyfin.Server.Implementations/Extensions/ServiceCollectionExtensions.cs b/Jellyfin.Server.Implementations/Extensions/ServiceCollectionExtensions.cs
index 7936c6fd98..730e628df2 100644
--- a/Jellyfin.Server.Implementations/Extensions/ServiceCollectionExtensions.cs
+++ b/Jellyfin.Server.Implementations/Extensions/ServiceCollectionExtensions.cs
@@ -72,10 +72,10 @@ public static class ServiceCollectionExtensions
             }
             else
             {
-                // when nothing is setup via new Database configuration, fallback to SqLite with default settings.
+                // when nothing is setup via new Database configuration, fallback to SQLite with default settings.
                 efCoreConfiguration = new DatabaseConfigurationOptions()
                 {
-                    DatabaseType = "Jellyfin-SqLite",
+                    DatabaseType = "Jellyfin-SQLite",
                 };
                 configurationManager.SaveConfiguration("database", efCoreConfiguration);
             }
diff --git a/tests/Jellyfin.Server.Implementations.Tests/EfMigrations/EfMigrationTests.cs b/tests/Jellyfin.Server.Implementations.Tests/EfMigrations/EfMigrationTests.cs
index ab388eca86..78e431be14 100644
--- a/tests/Jellyfin.Server.Implementations.Tests/EfMigrations/EfMigrationTests.cs
+++ b/tests/Jellyfin.Server.Implementations.Tests/EfMigrations/EfMigrationTests.cs
@@ -14,7 +14,7 @@ public class EfMigrationTests
     {
         var dbDesignContext = new PgSqlDesignTimeJellyfinDbFactory();
         var context = dbDesignContext.CreateDbContext([]);
-        Assert.False(context.Database.HasPendingModelChanges(), "There are unapplied changes to the EfCore model for PgSQL. Please create a Migration.");
+        Assert.False(context.Database.HasPendingModelChanges(), "There are unapplied changes to the EFCore model for PgSQL. Please create a Migration.");
     }
 
     [Fact]
@@ -22,6 +22,6 @@ public class EfMigrationTests
     {
         var dbDesignContext = new SqliteDesignTimeJellyfinDbFactory();
         var context = dbDesignContext.CreateDbContext([]);
-        Assert.False(context.Database.HasPendingModelChanges(), "There are unapplied changes to the EfCore model for PgSQL. Please create a Migration.");
+        Assert.False(context.Database.HasPendingModelChanges(), "There are unapplied changes to the EFCore model for SQLite. Please create a Migration.");
     }
 }