diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 3d70f6aa63..270b66e385 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -242,7 +242,11 @@ Once you have babel running in watch mode, you can start making changes to parse
 
 If your pull request introduces a change that may affect the storage or retrieval of objects, you may want to make sure it plays nice with Postgres.
 
-* Run the tests against the postgres database with `PARSE_SERVER_TEST_DB=postgres PARSE_SERVER_TEST_DATABASE_URI=postgres://postgres:password@localhost:5432/parse_server_postgres_adapter_test_database npm run testonly`. You'll need to have postgres running on your machine and setup [appropriately](https://github.com/parse-community/parse-server/blob/master/scripts/before_script_postgres.sh) or use [`Docker`](#run-a-parse-postgres-with-docker).
+* You'll need to have postgres running on your machine and setup [appropriately](https://github.com/parse-community/parse-server/blob/master/scripts/before_script_postgres.sh) or use [`Docker`](#postgres-with-docker)
+* Run the tests against the postgres database with:
+  ```
+  PARSE_SERVER_TEST_DB=postgres PARSE_SERVER_TEST_DATABASE_URI=postgres://postgres:password@localhost:5432/parse_server_postgres_adapter_test_database npm run testonly
+  ``` 
 * The Postgres adapter has a special debugger that traces all the sql commands. You can enable it with setting the environment variable `PARSE_SERVER_LOG_LEVEL=debug`
 * If your feature is intended to only work with MongoDB, you should disable PostgreSQL-specific tests with:
 
@@ -264,10 +268,10 @@ If your pull request introduces a change that may affect the storage or retrieva
 
 #### Postgres with Docker
 
-[PostGIS images (select one with v2.2 or higher) on docker dashboard](https://hub.docker.com/r/postgis/postgis) is based off of the official [postgres](https://registry.hub.docker.com/_/postgres/) image and will work out-of-the-box (as long as you create a user with the necessary extensions for each of your Parse databases; see below). To launch the compatible Postgres instance, copy and paste the following line into your shell:
+[PostGIS images (select one with v2.2 or higher) on docker hub](https://hub.docker.com/r/postgis/postgis) is based off of the official [postgres](https://hub.docker.com/_/postgres) image and will work out-of-the-box (as long as you create a user with the necessary extensions for each of your Parse databases; see below). To launch the compatible Postgres instance, copy and paste the following line into your shell:
 
 ```
-docker run -d --name parse-postgres -p 5432:5432 -e POSTGRES_PASSWORD=password --rm postgis/postgis:13-3.2-alpine && sleep 20 && docker exec -it parse-postgres psql -U postgres -c 'CREATE DATABASE parse_server_postgres_adapter_test_database;' && docker exec -it parse-postgres psql -U postgres -c 'CREATE EXTENSION pgcrypto; CREATE EXTENSION postgis;' -d parse_server_postgres_adapter_test_database && docker exec -it parse-postgres psql -U postgres -c 'CREATE EXTENSION postgis_topology;' -d parse_server_postgres_adapter_test_database
+docker run -d --name parse-postgres -p 5432:5432 -e POSTGRES_PASSWORD=password --rm postgis/postgis:16-3.4-alpine && sleep 20 && docker exec -it parse-postgres psql -U postgres -c 'CREATE DATABASE parse_server_postgres_adapter_test_database;' && docker exec -it parse-postgres psql -U postgres -c 'CREATE EXTENSION pgcrypto; CREATE EXTENSION postgis;' -d parse_server_postgres_adapter_test_database && docker exec -it parse-postgres psql -U postgres -c 'CREATE EXTENSION postgis_topology;' -d parse_server_postgres_adapter_test_database
 ```
 To stop the Postgres instance:
 
@@ -275,7 +279,7 @@ To stop the Postgres instance:
 docker stop parse-postgres
 ```
 
-You can also use the [postgis/postgis:13-3.2-alpine](https://hub.docker.com/r/postgis/postgis) image in a Dockerfile and copy this [script](https://github.com/parse-community/parse-server/blob/master/scripts/before_script_postgres.sh) to the image by adding the following lines:
+You can also use the [postgis/postgis:16-3.4-alpine](https://hub.docker.com/r/postgis/postgis) image in a Dockerfile and copy this [script](https://github.com/parse-community/parse-server/blob/master/scripts/before_script_postgres.sh) to the image by adding the following lines:
 
 ```
 #Install additional scripts. These are run in abc order during initial start