diff --git a/.github/workflows/build-publish.yaml b/.github/workflows/build-publish.yaml
new file mode 100644
index 0000000..45d3c47
--- /dev/null
+++ b/.github/workflows/build-publish.yaml
@@ -0,0 +1,54 @@
+name: Build and Publish
+
+on:
+  push:
+
+permissions:
+  packages: write
+  contents: write
+
+jobs:
+  build-and-push-docker-image:
+    name: Build Docker image and push
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Go
+        uses: actions/setup-go@v4
+        with:
+          go-version: 'stable'
+
+      - uses: go-semantic-release/action@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Setup ko
+        uses: ko-build/setup-ko@v0.6
+
+      - name: Login to Github Packages
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Build containers
+        run: |
+          git fetch --tags
+          descr=$(git describe --tags)
+          short=$(git describe --tags --abbrev=0)
+          export version="${descr#v}"
+          if [[ $descr == $short ]]; then
+            minor="${version%.*}"
+            major="${version%%.*}"
+            ko build --bare --sbom=none -t edge -t latest -t "$version" -t "$minor" -t "$major" .
+          else
+            ko build --bare --sbom=none -t edge .
+          fi
+        env:
+          KO_DOCKER_REPO: ghcr.io/kastelo/go-import-redirector
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
deleted file mode 100644
index 699e9ed..0000000
--- a/.github/workflows/build.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-name: Build
-on:
-  pull_request:
-  push:
-    branches:
-      - main
-
-jobs:
-  build-server:
-    runs-on: ubuntu-latest
-    name: Build
-    steps:
-
-      - uses: actions/checkout@v2
-
-      - name: Build binary
-        uses: addnab/docker-run-action@v3
-        with:
-          registry: docker.io
-          image: golang:latest
-          options: -v ${{ github.workspace }}:/src -w /src
-          run: make
-
-      - name: Log in to the GitHub container registry
-        uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
-        with:
-          registry: ghcr.io
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v2
-
-      - name: Build and push
-        id: docker_build
-        uses: docker/build-push-action@v3
-        with:
-          context: .
-          push: true
-          platforms: linux/amd64,linux/arm64
-          tags: ghcr.io/kastelo/go-import-redirector:latest
diff --git a/.ko.yaml b/.ko.yaml
new file mode 100644
index 0000000..a1affb8
--- /dev/null
+++ b/.ko.yaml
@@ -0,0 +1,3 @@
+defaultPlatforms:
+- linux/arm64
+- linux/amd64
diff --git a/Dockerfile b/Dockerfile
deleted file mode 100644
index b85033f..0000000
--- a/Dockerfile
+++ /dev/null
@@ -1,4 +0,0 @@
-FROM gcr.io/distroless/static:nonroot
-ARG TARGETARCH
-COPY go-import-redirector-$TARGETARCH /bin/go-import-redirector
-ENTRYPOINT ["/bin/go-import-redirector"]