diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..ae63484
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,33 @@
+name: CI
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-22.04
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set environment up
+        run: |
+          docker-compose pull
+          docker-compose build
+          docker-compose run --rm web bundle install
+          docker-compose run --rm web bundle exec rake db:setup
+          docker-compose run --rm web bundle exec rake db:test:prepare
+
+      - name: Run specs
+        run: |
+          docker-compose run --rm web bundle exec rspec
+
+  build:
+    needs: test
+    runs-on: ubuntu-22.04
+    env:
+      DOCKER_REPOSITORY: 'instedd/mbuilder'
+      DOCKER_USER: ${{ secrets.DOCKER_USER }}
+      DOCKER_PASS: ${{ secrets.DOCKER_PASS }}
+    steps:
+      - uses: actions/checkout@v2
+      - name: Build image & push to Docker Hub
+        run: ./build.sh
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index a6bd9b7..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-language: ruby
-cache: bundler
-services:
-  - elasticsearch
-before_script:
-  - bundle exec rake db:setup
-script:
-  - bundle exec rspec
-notifications:
-  slack:
-    secure: L7ysz/oWaFNMmSFmJN4z2iRqyDX2zmT8sqvsukKTNMyl9ENqbZFPyvC53ICMa2DLtP/X/XX1tzfHEqg9hZ2On2hju/Ohn9DG+RRjCm5Cu+05rpkliZO98gfVo1pTAfA4vn3HXsSHHRL5tmjUx7+YxbbF3YugJ2M0TUqFxI/1yiM=
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..4fb60e1
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,33 @@
+FROM ruby:2.0
+
+# Cleanup expired Let's Encrypt CA (Sept 30, 2021)
+RUN sed -i '/^mozilla\/DST_Root_CA_X3/s/^/!/' /etc/ca-certificates.conf && update-ca-certificates -f
+
+# # Install dependencies
+RUN apt-get update && \
+  DEBIAN_FRONTEND=noninteractive apt-get install -y \
+    nodejs \
+  && apt-get clean && \
+  rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+
+WORKDIR /app
+
+# Install gem bundle
+ADD Gemfile /app/
+ADD Gemfile.lock /app/
+RUN bundle install --jobs 3 --without development test
+
+# Install the application
+ADD . /app
+
+# Precompile assets
+RUN bundle exec rake assets:precompile RAILS_ENV=production SECRET_KEY_BASE=secret
+
+ENV RAILS_LOG_TO_STDOUT=true
+ENV RAILS_ENV=production
+EXPOSE 80
+
+# Add scripts
+ADD docker/database.yml /app/config/database.yml
+
+CMD ["puma", "-e", "production", "-b", "tcp://0.0.0.0:80"]
diff --git a/Dockerfile.dev b/Dockerfile.dev
new file mode 100644
index 0000000..5b8f5ae
--- /dev/null
+++ b/Dockerfile.dev
@@ -0,0 +1,13 @@
+FROM ruby:2.0
+
+# Cleanup expired Let's Encrypt CA (Sept 30, 2021)
+RUN sed -i '/^mozilla\/DST_Root_CA_X3/s/^/!/' /etc/ca-certificates.conf && update-ca-certificates -f
+
+# # Install dependencies
+RUN apt-get update && \
+  DEBIAN_FRONTEND=noninteractive apt-get install -y \
+    nodejs \
+  && apt-get clean && \
+  rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
+
+WORKDIR /app
diff --git a/Gemfile b/Gemfile
index 3660d93..0ea6667 100644
--- a/Gemfile
+++ b/Gemfile
@@ -1,5 +1,7 @@
 source 'https://rubygems.org'
 
+git_source(:github) { |repo_name| "https://github.com/#{repo_name}" }
+
 gem 'rails', '~> 3.2.17'
 gem 'mysql2'
 
@@ -57,7 +59,7 @@ group :development, :test do
   gem 'fakefs', :require => 'fakefs/safe'
   gem 'machinist'
   gem 'capistrano', '2.15.4'
-  gem 'rvm-capistrano'
+  gem 'rvm-capistrano', require: false
   gem 'timecop'
   gem 'rails-dev-tweaks'
 end
diff --git a/Gemfile.lock b/Gemfile.lock
index d038173..46f3b3f 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -1,5 +1,26 @@
 GIT
-  remote: git://github.com/instedd/alto_guisso.git
+  remote: https://bitbucket.org/instedd/pigeon.git
+  revision: 50f5268e3690071937cdcce581a29922ef723bf7
+  branch: master
+  specs:
+    instedd-pigeon (0.3.1)
+      json
+      rails (~> 3.2)
+      rest-client
+      twilio-ruby
+      twitter_oauth
+
+GIT
+  remote: https://bitbucket.org/instedd/resource_map_api_client.git
+  revision: c08251ba1888e6469c24328b55e279f11c22e152
+  branch: master
+  specs:
+    resource_map_api_client (0.0.1)
+      alto_guisso
+      memoist
+
+GIT
+  remote: https://github.com/instedd/alto_guisso
   revision: 6d72573c211f45ff95d36847af733449acdfa04a
   branch: master
   specs:
@@ -7,7 +28,7 @@ GIT
       rack-oauth2
 
 GIT
-  remote: git://github.com/instedd/alto_guisso_rails.git
+  remote: https://github.com/instedd/alto_guisso_rails
   revision: bd944d08c59e5835285f0d956fb1fb00402fc385
   branch: master
   specs:
@@ -20,7 +41,7 @@ GIT
       ruby-openid
 
 GIT
-  remote: git://github.com/instedd/instedd-bootstrap.git
+  remote: https://github.com/instedd/instedd-bootstrap
   revision: f7677c0a25064c5feb9e199be739253ec8973b3a
   branch: master
   specs:
@@ -30,7 +51,19 @@ GIT
       sass-rails
 
 GIT
-  remote: git://github.com/instedd/ruby-hub_client.git
+  remote: https://github.com/instedd/recurring_select
+  revision: a20ad65f609239cd9d37dd8904dc9a43726cef31
+  branch: instedd
+  specs:
+    recurring_select (1.2.1)
+      coffee-rails (>= 3.1)
+      ice_cube (>= 0.11)
+      jquery-rails (>= 3.0)
+      rails (>= 3.2)
+      sass-rails (>= 3.1)
+
+GIT
+  remote: https://github.com/instedd/ruby-hub_client
   revision: 9fef94a685e4ba16a9826e00cc22fd88c3a0cef9
   branch: master
   specs:
@@ -38,7 +71,7 @@ GIT
       rest-client
 
 GIT
-  remote: git://github.com/instedd/telemetry_rails.git
+  remote: https://github.com/instedd/telemetry_rails
   revision: cc25f9b8bf6cbafa92f9012c72a9da7e5675d392
   branch: master
   specs:
@@ -47,39 +80,6 @@ GIT
       global_phone_dbgen
       rails
 
-GIT
-  remote: https://bitbucket.org/instedd/pigeon.git
-  revision: 50f5268e3690071937cdcce581a29922ef723bf7
-  branch: master
-  specs:
-    instedd-pigeon (0.3.1)
-      json
-      rails (~> 3.2)
-      rest-client
-      twilio-ruby
-      twitter_oauth
-
-GIT
-  remote: https://bitbucket.org/instedd/resource_map_api_client.git
-  revision: c08251ba1888e6469c24328b55e279f11c22e152
-  branch: master
-  specs:
-    resource_map_api_client (0.0.1)
-      alto_guisso
-      memoist
-
-GIT
-  remote: https://github.com/instedd/recurring_select
-  revision: a20ad65f609239cd9d37dd8904dc9a43726cef31
-  branch: instedd
-  specs:
-    recurring_select (1.2.1)
-      coffee-rails (>= 3.1)
-      ice_cube (>= 0.11)
-      jquery-rails (>= 3.0)
-      rails (>= 3.2)
-      sass-rails (>= 3.1)
-
 GEM
   remote: https://rubygems.org/
   specs:
diff --git a/README.md b/README.md
index 537595a..e26db32 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,11 @@ mBuilder is a Ruby on Rails application. It uses/depends on:
 * **guisso** (optional) in order to integrate with InSTEDD's Single Sign-On. [more](http://login.instedd.org)
 * **resourcemap** (optional) in order to read/write data to resourcemap collections. [more](http://resourcemap.instedd.org)
 
-## Setup
+## Docker Development
+
+You can set up a `docker-compose`-based development environment by running the `./dev-setup.sh` script on the repo's root. Then `docker-compose up` to start all the services.
+
+## Local Setup
 
 1. Checkout
 2. Setup rails project as usual. `$ bundle && rails db:create db:schema:load`
diff --git a/build.sh b/build.sh
new file mode 100755
index 0000000..b129f6f
--- /dev/null
+++ b/build.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+set -eo pipefail
+
+# This will load the script from this repository. Make sure to point to a specific commit so the build continues to work
+# event if breaking changes are introduced in this repository
+source <(curl -s https://raw.githubusercontent.com/manastech/ci-docker-builder/14726d1aa865b754686818b51a9cbefe75da7943/build.sh)
+
+# Prepare the build
+dockerSetup
+
+# Write a VERSION file for the footer
+echo $VERSION > VERSION
+
+# Build and push the Docker image
+dockerBuildAndPush
diff --git a/config/database.yml b/config/database.yml
index c974a6a..fd42b67 100644
--- a/config/database.yml
+++ b/config/database.yml
@@ -1,5 +1,6 @@
 development:
   adapter: mysql2
+  host: <%= ENV["DATABASE_HOST"] %>
   encoding: utf8
   database: mbuilder_development
   pool: 5
@@ -8,6 +9,7 @@ development:
 
 test:
   adapter: mysql2
+  host: <%= ENV["DATABASE_HOST"] %>
   encoding: utf8
   database: mbuilder_test
   pool: 5
diff --git a/dev-setup.sh b/dev-setup.sh
new file mode 100755
index 0000000..b266f7f
--- /dev/null
+++ b/dev-setup.sh
@@ -0,0 +1,6 @@
+#!/bin/sh
+docker-compose pull
+docker-compose build
+docker-compose up -d db
+docker-compose run --rm --no-deps web bundle install
+docker-compose run --rm web bash -c 'rake db:setup db:seed'
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..49223a7
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,42 @@
+version: '2.0'
+
+services:
+  db:
+    image: mysql:5.5
+    environment:
+      MYSQL_ALLOW_EMPTY_PASSWORD: 'yes'
+    volumes:
+      - db:/var/lib/mysql
+  
+  elasticsearch:
+    image: elasticsearch:1.7.5
+    volumes:
+      - elasticsearch:/usr/share/elasticsearch/data
+
+  web: &rails
+    build:
+      context: .
+      dockerfile: Dockerfile.dev
+    environment:
+      DATABASE_HOST: 'db'
+      ELASTICSEARCH_URL: 'http://elasticsearch:9200'
+    volumes:
+      - .:/app
+      - bundle:/usr/local/bundle
+    tmpfs: /app/tmp
+    depends_on:
+      - db
+      - elasticsearch
+    command: rails server -b 0.0.0.0 -p 80
+    ports:
+      - 80
+
+  delayed:
+    <<: *rails
+    command: "bundle exec rake jobs:work"
+    ports: []
+
+volumes:
+  db:
+  bundle:
+  elasticsearch:
diff --git a/docker/database.yml b/docker/database.yml
new file mode 100644
index 0000000..acc37b7
--- /dev/null
+++ b/docker/database.yml
@@ -0,0 +1,2 @@
+production:
+  url: <%= ENV['DATABASE_URL'] %>