diff --git a/.github/workflows/smoke-build.yaml b/.github/workflows/smoke-build.yaml
index 3c6cae7..0170131 100644
--- a/.github/workflows/smoke-build.yaml
+++ b/.github/workflows/smoke-build.yaml
@@ -62,11 +62,13 @@ jobs:
         uses: ./build-product-image
         with:
           product-version: ${{ matrix.versions }}
+          sdp-version: 1.2.3
           boil-config-file: smoke/container-image/boil.toml
           boil-version: latest
           registry-namespace: smoke
           extra-tag-data: pr-321
           product-name: smoke/container-image
+          floating-tag: "true"
 
       - name: Publish Container Image on oci.stackable.tech
         uses: ./publish-image
@@ -75,8 +77,8 @@ jobs:
           image-registry-username: robot$smoke+github-action-build
           image-registry-password: ${{ secrets.HARBOR_ROBOT_SMOKE_GITHUB_ACTION_BUILD_SECRET }}
           image-repository: smoke/container-image
-          image-manifest-tag: ${{ steps.build.outputs.image-manifest-tag }}
-          source-image-uri: localhost/smoke/smoke/container-image:${{ steps.build.outputs.image-manifest-tag }}
+          image-manifest-tag: ${{ steps.build.outputs.canonical-image-manifest-tag }}
+          source-image-uri: ${{ steps.build.outputs.canonical-image-manifest-uri }}
 
   publish-manifests:
     name: Build/Publish ${{ matrix.versions }} Index Manifest
@@ -100,7 +102,7 @@ jobs:
           image-registry-username: robot$smoke+github-action-build
           image-registry-password: ${{ secrets.HARBOR_ROBOT_SMOKE_GITHUB_ACTION_BUILD_SECRET }}
           image-repository: smoke/container-image
-          image-index-manifest-tag: ${{ matrix.versions }}-stackable0.0.0-dev-pr-321
+          image-index-manifest-tag: ${{ matrix.versions }}-stackable1.2.3-pr-321
 
   publish-helm-chart:
     name: Package/Publish ${{ matrix.versions }} Helm Chart
diff --git a/build-product-image/README.md b/build-product-image/README.md
index bd43527..cb75ecc 100644
--- a/build-product-image/README.md
+++ b/build-product-image/README.md
@@ -43,9 +43,12 @@ localhost/kafka:3.4.1-stackable0.0.0-dev-amd64
 
 ### Outputs
 
-| Output                               | Example                          | Description                                     |
-| ------------------------------------ | -------------------------------- | ----------------------------------------------- |
-| `image-manifest-tag`                 | `3.4.1-stackable0.0.0-dev-amd64` | The image manifest tag (including architecture) |
-| `suggested-image-index-manifest-tag` | `3.4.1-stackable0.0.0-dev`       | The suggested image index manifest tag          |
+| Output                               | Example                                                           | Description                             |
+| ------------------------------------ | ----------------------------------------------------------------- | --------------------------------------- |
+| `canonical-image-manifest-uri`       | `oci.stackable.tech/sdp/tools:3.4.1-stackable0.0.0-dev-amd64`     | The canonical image manifest uri        |
+| `canonical-image-manifest-tag`       | `3.4.1-stackable0.0.0-dev-amd64`                                  | The canonical image manifest tag        |
+| `other-image-manifest-uris`          | `["oci.stackable.tech/sdp/tools:3.4.1-stackable0.0.0-dev-amd64"]` | Other image manifest uris (JSON string) |
+| `other-image-manifest-tags`          | `["3.4.1-stackable0.0.0-dev-amd64"]`                              | Other image manifest tags (JSON string) |
+| `suggested-image-index-manifest-tag` | `3.4.1-stackable0.0.0-dev`                                        | The suggested image index manifest tag  |
 
 [build-product-image]: ./action.yaml
diff --git a/build-product-image/action.yaml b/build-product-image/action.yaml
index edcd0b7..576f811 100644
--- a/build-product-image/action.yaml
+++ b/build-product-image/action.yaml
@@ -24,12 +24,28 @@ inputs:
   registry-namespace:
     description: Path of the registry namespace, eg. `sdp` or `stackable`
     required: true
+  floating-tag:
+    description: Whether a floating tag should be added to the final image
+    default: "false"
 outputs:
-  image-manifest-tag:
+  canonical-image-manifest-uri:
     description: |
-      Human-readable tag (usually the version) with architecture information,
-      for example: `3.4.1-stackable0.0.0-dev-amd64`
-    value: ${{ steps.build.outputs.IMAGE_MANIFEST_TAG }}
+      Human-readable canonical manifest URI: `oci.stackable.tech/tools:3.4.1-stackable0.0.0-dev-amd64`
+    value: ${{ steps.build.outputs.CANONICAL_IMAGE_MANIFEST_URI }}
+  canonical-image-manifest-tag:
+    description: |
+      Human-readable canonical manifest tag: `3.4.1-stackable0.0.0-dev-amd64`
+    value: ${{ steps.build.outputs.CANONICAL_IMAGE_MANIFEST_TAG }}
+  other-image-manifest-uris:
+    description: |
+      A JSON string containing a list of other/additional manifest URIs. This list for example
+      includes the floating URI if requested and needed.
+    value: ${{ steps.build.outputs.OTHER_IMAGE_MANIFEST_URIS }}
+  other-image-manifest-tags:
+    description: |
+      A JSON string containing a list of other/additional manifest tags. This list for example
+      includes the floating tag if requested and needed.
+    value: ${{ steps.build.outputs.OTHER_IMAGE_MANIFEST_TAGS }}
   suggested-image-index-manifest-tag:
     description: |
       Human-readable tag (usually the version) without architecture information,
@@ -38,6 +54,19 @@ outputs:
 runs:
   using: composite
   steps:
+    - name: Validate inputs
+      env:
+        FLOATING_TAG: ${{ inputs.floating-tag }}
+      shell: bash
+      run: |
+        set -euo pipefail
+        [ -n "${RUNNER_DEBUG+set}" ] && set -x
+
+        if [ "$FLOATING_TAG" != 'true' ] && [ "$FLOATING_TAG" != 'false' ]; then
+          echo 'The floating-tag input must be either "true" or "false".'
+          exit 1
+        fi
+
     - name: Setup Docker Buildx
       uses: docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0
 
@@ -55,6 +84,7 @@ runs:
         BOIL_CONFIG_FILE: ${{ inputs.boil-config-file }}
         IMAGE_REPOSITORY: ${{ inputs.product-name }}
         EXTRA_TAG_DATA: ${{ inputs.extra-tag-data }}
+        FLOATING_TAG: ${{ inputs.floating-tag }}
         SDP_VERSION: ${{ inputs.sdp-version }}
       shell: bash
       run: |
@@ -77,23 +107,50 @@ runs:
         fi
 
         echo "::group::boil"
-        boil build \
-          --image-version "$IMAGE_INDEX_MANIFEST_TAG" \
-          --registry-namespace "$REGISTRY_NAMESPACE" \
-          --target-platform "linux/${IMAGE_ARCH}" \
-          --configuration "$BOIL_CONFIG_FILE" \
-          --write-image-manifest-uris \
-          --use-localhost-registry \
-          "$IMAGE_REPOSITORY=$BOIL_PRODUCT_VERSION" \
-          -- --load
+        # FIXME (@Techassi): We could get rid of this if block if we would support --floating-tag=true/false in boil
+        # See https://github.com/clap-rs/clap/issues/1649
+        if [ "$FLOATING_TAG" == 'true' ]; then
+          boil build \
+            --image-version "$IMAGE_INDEX_MANIFEST_TAG" \
+            --registry-namespace "$REGISTRY_NAMESPACE" \
+            --target-platform "linux/${IMAGE_ARCH}" \
+            --configuration "$BOIL_CONFIG_FILE" \
+            --write-image-manifest-uris \
+            --use-localhost-registry \
+            --floating-tag \
+            "$IMAGE_REPOSITORY=$BOIL_PRODUCT_VERSION" \
+            -- --load
+        else
+          boil build \
+            --image-version "$IMAGE_INDEX_MANIFEST_TAG" \
+            --registry-namespace "$REGISTRY_NAMESPACE" \
+            --target-platform "linux/${IMAGE_ARCH}" \
+            --configuration "$BOIL_CONFIG_FILE" \
+            --write-image-manifest-uris \
+            --use-localhost-registry \
+            "$IMAGE_REPOSITORY=$BOIL_PRODUCT_VERSION" \
+            -- --load
+        fi
         echo "::endgroup::"
 
-        echo "boil-target-tags: "$(< boil-target-tags)
+        echo "boil-target-tags: "$(< boil-target-tags.json)
+
+        # Extract the image manifest tag from the boil-target-tags.json file
+        CANONICAL_IMAGE_MANIFEST_URI=$(jq --arg IMAGE_REPOSITORY "$IMAGE_REPOSITORY" --raw-output '.[$IMAGE_REPOSITORY].canonical' < boil-target-tags.json)
+        CANONICAL_IMAGE_MANIFEST_TAG=$(echo "$CANONICAL_IMAGE_MANIFEST_URI" | cut -d : -f 2)
+
+        OTHER_IMAGE_MANIFEST_URIS=$(jq --arg IMAGE_REPOSITORY "$IMAGE_REPOSITORY" --raw-output --compact-output '.[$IMAGE_REPOSITORY].others' < boil-target-tags.json)
+        OTHER_IMAGE_MANIFEST_TAGS=$(echo "$OTHER_IMAGE_MANIFEST_URIS" | jq --raw-output --compact-output 'map(split(":")[1])')
+
+        [[ -n "$CANONICAL_IMAGE_MANIFEST_URI" ]]
+        [[ -n "$CANONICAL_IMAGE_MANIFEST_TAG" ]]
+        [[ -n "$OTHER_IMAGE_MANIFEST_URIS" ]]
+        [[ -n "$OTHER_IMAGE_MANIFEST_TAGS" ]]
 
-        # Extract the image manifest tag from the boil-target-tags file
-        IMAGE_MANIFEST_TAG=$(cut -d : -f 2 < boil-target-tags)
-        [[ -n "$IMAGE_MANIFEST_TAG" ]]
-        echo "IMAGE_MANIFEST_TAG=$IMAGE_MANIFEST_TAG" | tee -a "$GITHUB_OUTPUT"
+        echo "CANONICAL_IMAGE_MANIFEST_URI=$CANONICAL_IMAGE_MANIFEST_URI" | tee -a "$GITHUB_OUTPUT"
+        echo "CANONICAL_IMAGE_MANIFEST_TAG=$CANONICAL_IMAGE_MANIFEST_TAG" | tee -a "$GITHUB_OUTPUT"
+        echo "OTHER_IMAGE_MANIFEST_URIS=$OTHER_IMAGE_MANIFEST_URIS" | tee -a "$GITHUB_OUTPUT"
+        echo "OTHER_IMAGE_MANIFEST_TAGS=$OTHER_IMAGE_MANIFEST_TAGS" | tee -a "$GITHUB_OUTPUT"
 
     - name: Print out Disk Usage
       if: always()
diff --git a/smoke/container-image/boil.toml b/smoke/container-image/boil.toml
index 5a74845..1b44ed0 100644
--- a/smoke/container-image/boil.toml
+++ b/smoke/container-image/boil.toml
@@ -2,6 +2,7 @@
 documentation = "https://docs.stackable.tech/home/stable/"
 source = "https://github.com/stackabletech/actions/"
 authors = "Stackable GmbH <info@stackable.tech>"
+vendor-tag-prefix = "stackable"
 vendor = "Stackable GmbH"
 licenses = "Apache-2.0"