Fixing invalid links

Author: Oxyjun

src/content/docs/hyperdrive/reference/supported-databases-and-features.mdx

@@ -18,18 +18,18 @@ The following table shows which database engines and/or specific database provid
 
 ## Supported database providers
 
-Hyperdrive supports managed Postgres and MySQL databases provided by various providers, including AWS, Azure, and GCP. Refer to [Examples](/hyperdrive/examples/connect-to-postgres/) to see how to connect to various database providers. 
+Hyperdrive supports managed Postgres and MySQL databases provided by various providers, including AWS, Azure, and GCP. Refer to [Examples](/hyperdrive/examples/connect-to-postgres/) to see how to connect to various database providers.
 
 Hyperdrive also supports databases that are compatible with the Postgres or MySQL protocol. The following is a non-exhaustive list of Postgres or MySQL-compatible database providers:
 
 | Database Engine | Supported | Known supported versions | Details                                                                                                                  |
 | --------------- | --------- | ------------------------ | ------------------------------------------------------------------------------------------------------------------------ |
-| AWS Aurora            | ✅        | All                      | Postgres-compatible and MySQL-compatible. Refer to AWS Aurora examples for [MySQL](/hyperdrive/examples/connect-to-mysql/aws-rds-aurora/) and [Postgres](/hyperdrive/examples/connect-to-postgres/aws-rds-aurora/).                                                                                       |
+| AWS Aurora            | ✅        | All                      | Postgres-compatible and MySQL-compatible. Refer to AWS Aurora examples for [MySQL](/hyperdrive/examples/connect-to-mysql/mysql-database-providers/aws-rds-aurora/) and [Postgres](/hyperdrive/examples/connect-to-postgres/postgres-database-providers/aws-rds-aurora/).                                                                                       |
 | Neon            | ✅        | All                      | Neon currently runs Postgres 15.x                                                                                        |
 | Supabase        | ✅        | All                      | Supabase currently runs Postgres 15.x                                                                                    |
-| Timescale       | ✅        | All                      | See the [Timescale guide](/hyperdrive/examples/connect-to-postgres/timescale/) to connect.                               |
-| Materialize     | ✅        | All                      | Postgres-compatible. Refer to the [Materialize guide](/hyperdrive/examples/connect-to-postgres/materialize/) to connect. |
-| CockroachDB     | ✅        | All                      | Postgres-compatible. Refer to the [CockroachDB](/hyperdrive/examples/connect-to-postgres/cockroachdb/) guide to connect. |
+| Timescale       | ✅        | All                      | See the [Timescale guide](/hyperdrive/examples/connect-to-postgres/postgres-database-providers/timescale/) to connect.                               |
+| Materialize     | ✅        | All                      | Postgres-compatible. Refer to the [Materialize guide](/hyperdrive/examples/connect-to-postgres/postgres-database-providers/materialize/) to connect. |
+| CockroachDB     | ✅        | All                      | Postgres-compatible. Refer to the [CockroachDB](/hyperdrive/examples/connect-to-postgres/postgres-database-providers/cockroachdb/) guide to connect. |
 | Planetscale     | ✅        | All                      | Planetscale currently runs MySQL 8.x                                                                                     |
 | MariaDB         | ✅        | All                      | MySQL-compatible.                                                                                                        |
 

src/content/docs/workers/databases/connecting-to-databases.mdx

@@ -26,7 +26,7 @@ D1 is Cloudflare's own SQL-based, serverless database. It is optimized for globa
 Traditional databases use SQL drivers that use [TCP sockets](/workers/runtime-apis/tcp-sockets/) to connect to the database. TCP is the de-facto standard protocol that many databases, such as PostgreSQL and MySQL, use for client connectivity.
 These drivers are also widely compatible with your preferred ORM libraries and query builders.
 
-This also includes serverless databases that are PostgreSQL or MySQL-compatible like [Supabase](/hyperdrive/examples/connect-to-postgres/neon/), [Neon](/hyperdrive/examples/connect-to-postgres/neon/) or [PlanetScale](/hyperdrive/examples/connect-to-mysql/planetscale/),
+This also includes serverless databases that are PostgreSQL or MySQL-compatible like [Supabase](/hyperdrive/examples/connect-to-postgres/postgres-database-providers/supabase/), [Neon](/hyperdrive/examples/connect-to-postgres/postgres-database-providers/neon/) or [PlanetScale](/hyperdrive/examples/connect-to-mysql/mysql-database-providers/planetscale/),
 which can be connected to using both native [TCP sockets and Hyperdrive](/hyperdrive/) or [serverless HTTP-based drivers](/workers/databases/connecting-to-databases/#serverless-databases) (detailed below).
 
 | Database                                 | Integration       | Library or Driver                                                                               | Connection Method                                                                                                                                      |