diff --git a/.gitea/workflows/ci-cd.yml b/.gitea/workflows/ci-cd.yml
index faad417..d4c47f7 100644
--- a/.gitea/workflows/ci-cd.yml
+++ b/.gitea/workflows/ci-cd.yml
@@ -207,36 +207,37 @@ jobs:
             CELERY_TAGS+=(-t "${CELERY_REF}:latest")
           fi
 
-          docker build \
+          if ! docker buildx inspect mostovik-builder >/dev/null 2>&1; then
+            docker buildx create --name mostovik-builder --use
+          else
+            docker buildx use mostovik-builder
+          fi
+          docker buildx inspect --bootstrap
+
+          docker buildx build \
             -f ./docker/Dockerfile \
             --target runtime-web \
             --build-arg INSTALL_DEV=false \
             --label "org.opencontainers.image.revision=${GITHUB_SHA}" \
             --label "org.opencontainers.image.source=${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}" \
+            --output type=image,push=true,oci-mediatypes=false \
+            --provenance=false \
+            --sbom=false \
             "${WEB_TAGS[@]}" \
             .
 
-          docker push "${WEB_REF}:${BRANCH_TAG}"
-          docker push "${WEB_REF}:${BRANCH_TAG}-${SHA_SHORT}"
-          if [ "${GITHUB_REF_NAME}" = "main" ]; then
-            docker push "${WEB_REF}:latest"
-          fi
-
-          docker build \
+          docker buildx build \
             -f ./docker/Dockerfile \
             --target runtime-celery \
             --build-arg INSTALL_DEV=false \
             --label "org.opencontainers.image.revision=${GITHUB_SHA}" \
             --label "org.opencontainers.image.source=${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}" \
+            --output type=image,push=true,oci-mediatypes=false \
+            --provenance=false \
+            --sbom=false \
             "${CELERY_TAGS[@]}" \
             .
 
-          docker push "${CELERY_REF}:${BRANCH_TAG}"
-          docker push "${CELERY_REF}:${BRANCH_TAG}-${SHA_SHORT}"
-          if [ "${GITHUB_REF_NAME}" = "main" ]; then
-            docker push "${CELERY_REF}:latest"
-          fi
-
           {
             echo "Registry API: ${REGISTRY_API_URL}"
             echo "Pushed images:"