diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..24cdda7
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,14 @@
+version: 2
+updates:
+  - package-ecosystem: "gomod"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+  - package-ecosystem: "docker"
+    directory: "/"
+    schedule:
+      interval: "monthly"
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "monthly"
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..0b18682
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,19 @@
+name: CI
+
+on:
+  pull_request:
+  push:
+    branches:
+      - master
+
+jobs:
+  test:
+    name: Test
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-go@v2
+      - run: test -z $(go fmt)
+      - run: go build
+      - run: go vet
+      - run: go test
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..a33bb55
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,30 @@
+name: Release
+
+on:
+  push:
+    branches:
+      - master
+
+jobs:
+  release:
+    name: Docker
+    runs-on: ubuntu-latest
+    steps:
+      - uses: docker/setup-buildx-action@v1
+      - uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - uses: docker/login-action@v1
+        with:
+          registry: ghcr.io
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.CR_PAT }}
+      - uses: docker/build-push-action@v2
+        with:
+          push: true
+          tags: |
+            pkoenig10/oidc-rp:latest
+            pkoenig10/oidc-rp:${{ github.sha }}
+            ghcr.io/pkoenig10/oidc-rp:latest
+            ghcr.io/pkoenig10/oidc-rp:${{ github.sha }}
diff --git a/README.md b/README.md
index b4f514a..e6b4b85 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,7 @@
-[hub]: https://hub.docker.com/r/pkoenig10/oidc-rp
-
 # oidc-rp
 
-[![Docker Build Status](https://img.shields.io/docker/cloud/build/pkoenig10/oidc-rp.svg)][hub] [![Docker Automated Build](https://img.shields.io/docker/cloud/automated/pkoenig10/oidc-rp.svg)][hub] [![Docker Pulls](https://img.shields.io/docker/pulls/pkoenig10/oidc-rp.svg)][hub] [![Docker Stars](https://img.shields.io/docker/stars/pkoenig10/oidc-rp.svg)][hub]
+[![](https://img.shields.io/github/workflow/status/pkoenig10/oidc-rp/CI?label=ci)][actions]
+[![](https://img.shields.io/github/workflow/status/pkoenig10/oidc-rp/Release?label=release)][actions]
 
 An [OpenID Connect](https://openid.net/connect/) Relying Party server that can be used with the [NGINX](https://www.nginx.com/) [auth_request module](http://nginx.org/en/docs/http/ngx_http_auth_request_module.html).
 
@@ -84,3 +83,5 @@ group2:
   - user1@example.com
   - user2@example.com
 ```
+
+[actions]: https://github.com/pkoenig10/oidc-rp/actions
diff --git a/hooks/post_push b/hooks/post_push
deleted file mode 100644
index 0fd07be..0000000
--- a/hooks/post_push
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-
-docker tag $IMAGE_NAME $DOCKER_REPO:$SOURCE_COMMIT
-docker push $DOCKER_REPO:$SOURCE_COMMIT