diff --git a/.github/workflows/backend.yml b/.github/workflows/backend.yml
new file mode 100644
index 00000000..982a55c7
--- /dev/null
+++ b/.github/workflows/backend.yml
@@ -0,0 +1,24 @@
+name: Backend
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  release:
+    runs-on: ubuntu-latest
+    if: github.ref == 'refs/heads/master'
+    steps:
+      - uses: actions/checkout@v2
+      - uses: docker/build-push-action@v1
+        with:
+          dockerfile: backend/Dockerfile
+          username: ${{ github.actor }}
+          password: ${{ github.token }}
+          registry: docker.pkg.github.com/polycortex/polydodo
+          repository: backend
+          tags: latest
diff --git a/.github/workflows/mobile.yml b/.github/workflows/mobile.yml
new file mode 100644
index 00000000..1508c38b
--- /dev/null
+++ b/.github/workflows/mobile.yml
@@ -0,0 +1,45 @@
+name: Mobile
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+defaults:
+  run:
+    working-directory: mobile
+
+jobs:
+  build:
+    runs-on: macos-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-java@v1
+        with:
+          java-version: "12.x"
+      - uses: subosito/flutter-action@v1
+      - uses: abelfodil/protoc-action@v1
+        with:
+          enable-dart: true
+
+      - run: protoc --proto_path=protos protos/* --dart_out=mobile/lib/protos
+        working-directory: .
+
+      - run: flutter pub get
+
+      - run: flutter test
+
+      - run: flutter build apk
+      - uses: actions/upload-artifact@v2
+        with:
+          name: Android app
+          path: mobile/build/app/outputs/flutter-apk/app-release.apk
+
+      - run: flutter build ios --release --no-codesign
+      - uses: actions/upload-artifact@v2
+        with:
+          name: iOS app
+          path: mobile/build/ios/iphoneos/Runner.app
diff --git a/.github/workflows/web.yml b/.github/workflows/web.yml
new file mode 100644
index 00000000..f84c8195
--- /dev/null
+++ b/.github/workflows/web.yml
@@ -0,0 +1,38 @@
+name: Web
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: abelfodil/protoc-action@v1
+      - uses: borales/actions-yarn@v2.3.0
+        with:
+          cmd: --cwd web install
+      - run: protoc --proto_path=protos protos/* --js_out=web/src/protos
+      - uses: borales/actions-yarn@v2.3.0
+        with:
+          cmd: --cwd web build
+
+  release:
+    runs-on: ubuntu-latest
+    needs: build
+    if: github.ref == 'refs/heads/master'
+    steps:
+      - uses: actions/checkout@v2
+      - uses: docker/build-push-action@v1
+        with:
+          dockerfile: web/Dockerfile
+          username: ${{ github.actor }}
+          password: ${{ github.token }}
+          registry: docker.pkg.github.com/polycortex/polydodo
+          repository: web
+          tags: latest
diff --git a/backend/Dockerfile b/backend/Dockerfile
new file mode 100644
index 00000000..97c0b228
--- /dev/null
+++ b/backend/Dockerfile
@@ -0,0 +1,11 @@
+FROM namely/protoc-all as generator
+WORKDIR /
+COPY protos protos
+COPY backend backend
+RUN protoc --proto_path=protos protos/* --python_out=backend/protos 
+
+FROM python
+COPY --from=generator /backend /backend
+WORKDIR /backend
+RUN pip install -r requirements.txt --no-cache-dir
+ENTRYPOINT ["python", "app.py"]
diff --git a/web/Dockerfile b/web/Dockerfile
new file mode 100644
index 00000000..e4008934
--- /dev/null
+++ b/web/Dockerfile
@@ -0,0 +1,14 @@
+FROM namely/protoc-all as generator
+WORKDIR /
+COPY protos protos
+COPY web web
+RUN protoc --proto_path=protos protos/* --js_out=web/src/protos
+
+FROM node:14 as builder
+COPY --from=generator /web /web
+WORKDIR /web
+RUN yarn install
+RUN yarn build
+
+FROM nginx:alpine
+COPY --from=builder /web/build/ /usr/share/nginx/html