diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..d00c5a1
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,38 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+jobs:
+  publish:
+    name: Publish
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      # Required for the changelog to work correctly
+      - name: Unshallow
+        run: git fetch --prune --unshallow
+
+      - name: Set up Go
+        uses: actions/setup-go@v1
+        with:
+          go-version: 1.13.x
+
+      - name: Docker login
+        env:
+          DOCKER_LOGIN: ${{ secrets.DOCKER_LOGIN }}
+          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
+        run: docker login --username "$DOCKER_LOGIN" --password "$DOCKER_PASSWORD"
+
+      - name: Release
+        uses: goreleaser/goreleaser-action@v1
+        with:
+          version: latest
+          args: release --rm-dist
+        env:
+          GITHUB_TOKEN: ${{ secrets.GH_TOKEN }}
diff --git a/Makefile b/Makefile
index 90f78e5..4148348 100644
--- a/Makefile
+++ b/Makefile
@@ -20,18 +20,6 @@ docker:
 	docker build -t mxpv/podsync:unstable .
 	docker push mxpv/podsync:unstable
 
-#
-# Run goreleaser to build and upload release binaries
-#
-V =
-.PHONY: release
-release:
-	test -n "$(V)" # Version is required
-	- git tag --delete v$(V)
-	git tag v$(V)
-	goreleaser --rm-dist
-	git push origin --tags
-
 #
 # Pull GolangCI-Lint dependency
 #
diff --git a/README.md b/README.md
index 9c88f26..da8af73 100644
--- a/README.md
+++ b/README.md
@@ -157,7 +157,5 @@ $ docker-compose up
 
 ## How to make a release
 
-Just run:
-```
-$ make release V=2.0.7
-```
+Just push a git tag. CI will do the rest.
+