diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..2739723
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,3 @@
+target
+.git
+docker/dev/volumes
diff --git a/.gitignore b/.gitignore
index a727c0a..b95ca4c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,3 @@
 /target
 /data
+/docker/dev/volumes
diff --git a/README.md b/README.md
index 05f32c0..a6e80d7 100644
--- a/README.md
+++ b/README.md
@@ -35,6 +35,24 @@ Running locally, port 8080, storing data in data/, and only allowing the `thumbn
 $ ./pict-rs -a 127.0.0.1:8080 -p data/ -w thumbnail identity
 ```
 
+#### Docker
+Run the following commands:
+```
+# Create a folder for the files (anywhere works)
+mkdir /pict-rs
+cd /pict-rs
+wget https://git.asonix.dog/asonix/pict-rs/raw/branch/master/docker/prod/docker-compose.yml
+sudo docker-compose up -d
+```
+
+#### Docker Development
+Run the following to develop in docker:
+```
+git clone https://git.asonix.dog/asonix/pict-rs
+cd pict-rs/docker/dev
+docker-compose up --build
+```
+
 ### API
 pict-rs offers four endpoints:
 - `POST /image` for uploading an image. Uploaded content must be valid multipart/form-data with an
diff --git a/docker/dev/Dockerfile b/docker/dev/Dockerfile
new file mode 100644
index 0000000..abe394b
--- /dev/null
+++ b/docker/dev/Dockerfile
@@ -0,0 +1,30 @@
+# Build 
+FROM ekidd/rust-musl-builder:1.44.0 as rust
+
+# Cache deps
+WORKDIR /app
+RUN sudo chown -R rust:rust .
+RUN USER=root cargo new server
+WORKDIR /app/server
+COPY Cargo.toml Cargo.lock ./
+RUN sudo chown -R rust:rust .
+RUN mkdir -p ./src/bin \
+  && echo 'fn main() { println!("Dummy") }' > ./src/bin/main.rs 
+RUN cargo build --release
+RUN rm -f ./target/x86_64-unknown-linux-musl/release/deps/pict_rs*
+COPY src ./src/
+
+# Build for release
+RUN cargo build --frozen --release
+
+FROM alpine:3.11
+
+# Copy resources
+COPY --from=rust /app/server/target/x86_64-unknown-linux-musl/release/pict-rs /app/pict-rs
+
+RUN addgroup -g 1000 pictrs
+RUN adduser -D -s /bin/sh -u 1000 -G pictrs pictrs
+RUN chown pictrs:pictrs /app/pict-rs
+USER pictrs
+EXPOSE 8080
+CMD ["/app/pict-rs"]
diff --git a/docker/dev/deploy.sh b/docker/dev/deploy.sh
new file mode 100644
index 0000000..716f944
--- /dev/null
+++ b/docker/dev/deploy.sh
@@ -0,0 +1,28 @@
+# To deploy, run ./deploy [tag]
+#!/bin/sh
+git checkout master
+
+# Creating the new tag
+new_tag="$1"
+
+# Changing the docker-compose prod
+sed -i "s/asonix\/pictrs:.*/asonix\/pictrs:$new_tag/" ../prod/docker-compose.yml
+git add ../prod/docker-compose.yml
+
+# The commit
+git commit -m"Version $new_tag"
+git tag $new_tag
+
+# Rebuilding docker
+docker-compose build
+docker tag dev_pictrs:latest asonix/pictrs:x64-$new_tag
+docker push asonix/pictrs:x64-$new_tag
+
+# Build for Raspberry Pi / other archs
+# TODO
+
+docker manifest push asonix/pictrs:$new_tag
+
+# Push
+git push origin $new_tag
+git push
diff --git a/docker/dev/docker-compose.yml b/docker/dev/docker-compose.yml
new file mode 100644
index 0000000..a19c019
--- /dev/null
+++ b/docker/dev/docker-compose.yml
@@ -0,0 +1,15 @@
+version: '3.3'
+
+services:
+  pictrs:
+    build: 
+      context: ../../
+      dockerfile: docker/dev/Dockerfile
+    user: root
+    ports:
+      - "127.0.0.1:8080:8080"
+    restart: always
+    environment:
+      - PICTRS_PATH=/app/data
+    volumes:
+      - ./volumes/pictrs:/app/data
diff --git a/docker/prod/docker-compose.yml b/docker/prod/docker-compose.yml
new file mode 100644
index 0000000..d73cbf5
--- /dev/null
+++ b/docker/prod/docker-compose.yml
@@ -0,0 +1,13 @@
+version: '3.3'
+
+services:
+  pictrs:
+    image: asonix/pictrs:v0.0.1
+    user: root
+    ports:
+      - "127.0.0.1:8080:8080"
+    restart: always
+    environment:
+      - PICTRS_PATH=/app/data
+    volumes:
+      - ./volumes/pictrs:/app/data
diff --git a/src/config.rs b/src/config.rs
index 9b82211..40a56f9 100644
--- a/src/config.rs
+++ b/src/config.rs
@@ -5,23 +5,31 @@ pub(crate) struct Config {
     #[structopt(
         short,
         long,
-        help = "The address and port the server binds to, e.g. 127.0.0.1:80"
+        env = "PICTRS_ADDR",
+        default_value = "0.0.0.0:8080",
+        help = "The address and port the server binds to. Default: 0.0.0.0:8080"
     )]
     addr: SocketAddr,
 
-    #[structopt(short, long, help = "The path to the data directory, e.g. data/")]
+    #[structopt(
+      short, 
+      long, 
+      env = "PICTRS_PATH",
+      help = "The path to the data directory, e.g. data/")]
     path: PathBuf,
 
     #[structopt(
         short,
         long,
-        help = "An image format to convert all uploaded files into, supports 'jpg' and 'png'"
+        env = "PICTRS_FORMAT",
+        help = "An optional image format to convert all uploaded files into, supports 'jpg' and 'png'"
     )]
     format: Option<Format>,
 
     #[structopt(
         short,
         long,
+        env = "PICTRS_FILTER_WHITELIST",
         help = "An optional list of filters to whitelist, supports 'identity', 'thumbnail', and 'blur'"
     )]
     whitelist: Option<Vec<String>>,