diff --git a/.docker/ruby_versions.txt b/.docker/ruby_versions.txt
new file mode 100644
index 00000000..61f4d763
--- /dev/null
+++ b/.docker/ruby_versions.txt
@@ -0,0 +1,4 @@
+2.7.7
+3.0.5
+3.1.3
+3.2.1
diff --git a/.docker/scripts/test_all b/.docker/scripts/test_all
new file mode 100644
index 00000000..fd86b455
--- /dev/null
+++ b/.docker/scripts/test_all
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+xargs -L 1 ./test_ruby < ruby_versions.txt
diff --git a/.docker/scripts/test_mysql b/.docker/scripts/test_mysql
new file mode 100644
index 00000000..2cdf9acd
--- /dev/null
+++ b/.docker/scripts/test_mysql
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+cd /src
+bundle update;
+
+RUBY_VERSION=$(ruby -v);
+
+echo "Testing With MySQL and Ruby $RUBY_VERSION";
+export DATABASE_URL="mysql2://test:password@mysql:3306/test"
+bundle exec rake test;
diff --git a/.docker/scripts/test_postgresql b/.docker/scripts/test_postgresql
new file mode 100644
index 00000000..6da5b503
--- /dev/null
+++ b/.docker/scripts/test_postgresql
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+cd /src
+bundle update;
+
+RUBY_VERSION=$(ruby -v);
+
+echo "Testing With PostgreSQL and Ruby $RUBY_VERSION";
+export DATABASE_URL="postgresql://postgres:password@postgres:5432/test"
+bundle exec rake test;
diff --git a/.docker/scripts/test_ruby b/.docker/scripts/test_ruby
new file mode 100644
index 00000000..0fc3f175
--- /dev/null
+++ b/.docker/scripts/test_ruby
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+rbenv global $1;
+
+../test_postgresql
+../test_mysql
+../test_sqlite
diff --git a/.docker/scripts/test_sqlite b/.docker/scripts/test_sqlite
new file mode 100644
index 00000000..1829d864
--- /dev/null
+++ b/.docker/scripts/test_sqlite
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+cd /src
+bundle update;
+
+RUBY_VERSION=$(ruby -v);
+
+echo "Testing With SQLite and Ruby $RUBY_VERSION";
+export DATABASE_URL="sqlite3:test_db"
+bundle exec rake test;
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..017ae466
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,36 @@
+FROM buildpack-deps:bullseye
+
+# Install rbenv
+RUN git clone https://github.com/sstephenson/rbenv.git /root/.rbenv
+RUN git clone https://github.com/sstephenson/ruby-build.git /root/.rbenv/plugins/ruby-build
+RUN /root/.rbenv/plugins/ruby-build/install.sh
+ENV PATH /root/.rbenv/bin:/root/.rbenv/shims:$PATH
+RUN echo 'eval "$(rbenv init -)"' >> /etc/profile.d/rbenv.sh # or /etc/profile
+RUN echo 'eval "$(rbenv init -)"' >> .bashrc
+
+# Install supported ruby versions
+RUN echo 'gem: --no-document' >> ~/.gemrc
+
+COPY .docker/ruby_versions.txt /
+RUN xargs -I % sh -c 'rbenv install %; rbenv global %; gem install bundler' < ruby_versions.txt
+RUN rbenv rehash
+
+# COPY just enough to bundle. This allows for most code changes without needing to reinstall all gems
+RUN mkdir src
+COPY Gemfile jsonapi-resources.gemspec Rakefile ./src/
+COPY lib/jsonapi/resources/version.rb ./src/lib/jsonapi/resources/
+# This will run bundle install for each ruby version and leave the global version set as the last one.
+# So we can control the default ruby version with the order in the ruby_versions.txt file, with last being the default
+RUN xargs -I % sh -c 'cd src; rbenv global %; bundle install' < /ruby_versions.txt
+
+# Scripts
+COPY .docker/scripts/* /
+RUN chmod +x /test_*
+
+# COPY in the rest of the project
+COPY lib/ ./src/lib
+COPY locales/ ./src/locales
+COPY test/ ./src/test
+RUN ls -la
+
+CMD ["/test_all"]
diff --git a/README.md b/README.md
index 377e4930..1b29259f 100644
--- a/README.md
+++ b/README.md
@@ -46,6 +46,43 @@ gem install jsonapi-resources
 
 **For further usage see the [v0.10 alpha Guide](http://jsonapi-resources.com/v0.10/guide/)**
 
+## Development
+
+There is a docker compose setup that can be used for testing your code against the supported versions of ruby and
+against PostgreSQL, MYSQL, and SQLite databases.
+
+First build the docker image:
+```bash
+docker compose build
+```
+Be sure to rebuild after making code changes. It should be fast after the initial build.
+
+### Running the tests
+
+The default command will run everything (it may take a while):
+```bash
+docker compose run tests
+```
+
+To test just one database against the latest ruby:
+```bash
+docker compose run tests ./test_mysql
+docker compose run tests ./test_postgresql
+docker compose run tests ./test_sqlite
+```
+
+To test a version of ruby against all databases:
+```bash
+docker compose run tests ./test_ruby 2.7.7
+```
+
+The tests by default run against the latest rails version. To override that you can set the RAILS_VERSION environment
+variable:
+
+```bash
+docker compose run -e RAILS_VERSION=6.1.1 tests ./test_postgresql
+```
+
 ## Contributing
 
 1. Submit an issue describing any new features you wish it add or the bug you intend to fix
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 00000000..adf2ee21
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,49 @@
+version: "3.9"
+
+networks:
+  back:
+
+services:
+  postgres:
+    image: postgres:latest
+    ports:
+      - "5432"
+    networks:
+      back:
+    environment:
+      - POSTGRES_PASSWORD=password
+      - POSTGRES_DB=test
+    healthcheck:
+      test: [ "CMD-SHELL", "pg_isready -U postgres" ]
+      interval: 2s
+      retries: 15
+
+  mysql:
+    image: mysql:latest
+    command: --default-authentication-plugin=mysql_native_password
+    ports:
+      - 3306
+    networks:
+      - back
+    environment:
+      - MYSQL_DATABASE=test
+      - MYSQL_USER=test
+      - MYSQL_PASSWORD=password
+      - MYSQL_ROOT_PASSWORD=password
+    healthcheck:
+      test: [ "CMD", "mysqladmin" ,"ping", "-h", "localhost" ]
+      interval: 2s
+      retries: 15
+
+  tests:
+    image: jr_tests:latest
+    build:
+      context: .
+      dockerfile: Dockerfile
+    networks:
+      - back
+    depends_on:
+      postgres:
+        condition: service_healthy
+      mysql:
+        condition: service_healthy