diff --git a/.drone/drone.jsonnet b/.drone/drone.jsonnet
index 3902d04b42bea..1a0bc4d2bf53c 100644
--- a/.drone/drone.jsonnet
+++ b/.drone/drone.jsonnet
@@ -498,7 +498,7 @@ local manifest_ecr(apps, archs) = pipeline('manifest-ecr') {
 
 [
   pipeline('loki-build-image') {
-    local build_image_tag = '0.31.0',
+    local build_image_tag = '0.31.1',
     workspace: {
       base: '/src',
       path: 'loki',
diff --git a/.drone/drone.yml b/.drone/drone.yml
index c08cf59974fe4..4ac2d2bb34155 100644
--- a/.drone/drone.yml
+++ b/.drone/drone.yml
@@ -10,7 +10,7 @@ steps:
     dry_run: true
     repo: grafana/loki-build-image
     tags:
-    - 0.31.0
+    - 0.31.1
   when:
     event:
     - pull_request
@@ -26,7 +26,7 @@ steps:
       from_secret: docker_password
     repo: grafana/loki-build-image
     tags:
-    - 0.31.0
+    - 0.31.1
     username:
       from_secret: docker_username
   when:
@@ -2017,6 +2017,6 @@ kind: secret
 name: gpg_private_key
 ---
 kind: signature
-hmac: d7342c3fd4963b8345ff398d8f605f70c04d23cac2da06ad6728d11e1b6671c5
+hmac: 54814c2f4d4645a6cd18d6dcaccffca97131d2a49b35c6efb7a8ad4c44daecc3
 
 ...
diff --git a/loki-build-image/Dockerfile b/loki-build-image/Dockerfile
index c9e3c78dc1164..33b47a14a8a0c 100644
--- a/loki-build-image/Dockerfile
+++ b/loki-build-image/Dockerfile
@@ -96,6 +96,7 @@ RUN dpkg --add-architecture armhf && \
     rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
 
 COPY --from=docker /usr/bin/docker /usr/bin/docker
+COPY --from=docker /usr/libexec/docker/cli-plugins/docker-buildx /usr/libexec/docker/cli-plugins/docker-buildx
 COPY --from=helm /usr/bin/helm /usr/bin/helm
 COPY --from=helm /go/bin/helm-docs /usr/bin/helm-docs
 COPY --from=lychee /usr/bin/lychee /usr/bin/lychee