diff --git a/.drone.yml b/.drone.yml
new file mode 100644
index 0000000..a487bc8
--- /dev/null
+++ b/.drone.yml
@@ -0,0 +1,14 @@
+---
+kind: pipeline
+name: publish docker image
+steps:
+  - name: build and publish
+    image: plugins/docker
+    settings:
+      username:
+        from_secret: docker_reg_username_3wc
+      password:
+        from_secret: docker_reg_passwd_3wc
+      repo: 3wordchant/capsul-flask
+      tags: latest
+
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..0bfea76
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,32 @@
+FROM python:3.8-alpine as build
+
+RUN apk add gettext git gcc python3-dev musl-dev \
+    libffi-dev zlib-dev jpeg-dev libjpeg postgresql-dev build-base \
+    --virtual .build-dependencies
+
+RUN mkdir -p /app/{code,venv}
+WORKDIR /app/code
+COPY Pipfile Pipfile.lock /app/code/
+
+RUN python3 -m venv /app/venv
+RUN pip install pipenv setuptools
+ENV PATH="/app/venv/bin:$PATH" VIRTUAL_ENV="/app/venv"
+RUN pip install wheel cppy
+# Install dependencies into the virtual environment with Pipenv
+RUN pipenv install --deploy --verbose
+
+FROM python:3.8-alpine
+
+RUN apk add --no-cache libpq libstdc++ libjpeg
+
+COPY . /app/code/
+WORKDIR /app/code
+
+COPY --from=build /app/venv /app/venv
+ENV PATH="/app/venv/bin:$PATH" VIRTUAL_ENV="/app/venv"
+
+CMD ["gunicorn", "--bind", "0.0.0.0:5000", "-k", "gevent", "--worker-connections", "1000", "app:app"]
+
+VOLUME /app/code
+
+EXPOSE 5000
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..11b546b
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,26 @@
+---
+version: "3.8"
+
+services:
+  app:
+    image: 3wordchant/capsul-flask:latest
+    build: .
+    volumes:
+      - "./:/app/code"
+    depends_on:
+      - db
+    ports:
+      - "5000:5000"
+    environment:
+      - "POSTGRES_CONNECTION_PARAMETERS=host=db port=5432 user=capsul password=capsul dbname=capsul"
+  db:
+    image: "postgres:9.6.5"
+    volumes:
+      - "postgres:/var/lib/postgresql/data"
+    environment:
+      POSTGRES_USER: capsul
+      POSTGRES_PASSWORD: capsul
+      POSTGRES_DB: capsul
+
+volumes:
+  postgres: