diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4ad4d2fa7..64d3fd766 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,7 +1,9 @@
-## 0.5.12-dev0
+## 0.5.12-dev1
 
 ### Enhancements
 
+* Use the image registry as a cache when building Docker images.
+
 ### Features
 
 ### Fixes
diff --git a/Makefile b/Makefile
index 3a67f401e..a4b6f8077 100644
--- a/Makefile
+++ b/Makefile
@@ -186,24 +186,23 @@ check-coverage:
 
 # Docker targets are provided for convenience only and are not required in a standard development environment
 
-DOCKER_PLATFORM ?= linux/amd64
-DOCKER_IMAGE ?= unstructured-dev:latest
+DOCKER_IMAGE ?= unstructured:dev
 
 .PHONY: docker-build
 docker-build:
-	PIP_VERSION=${PIP_VERSION} ./scripts/docker-build.sh
+	PIP_VERSION=${PIP_VERSION} DOCKER_IMAGE_NAME=${DOCKER_IMAGE} ./scripts/docker-build.sh
 
 .PHONY: docker-start-bash
 docker-start-bash:
-	docker run --platform $(DOCKER_PLATFORM) -ti --rm $(DOCKER_IMAGE) 
+	docker run -ti --rm ${DOCKER_IMAGE}
 
 .PHONY: docker-test
 docker-test:
-	docker run --platform $(DOCKER_PLATFORM) --rm \
+	docker run --rm \
 	-v ${CURRENT_DIR}/test_unstructured:/home/test_unstructured \
 	$(DOCKER_IMAGE) \
 	bash -c "pytest $(if $(TEST_NAME),-k $(TEST_NAME),) test_unstructured"
 
 .PHONY: docker-smoke-test
 docker-smoke-test:
-	./scripts/docker-smoke-test.sh
+	IMAGE_NAME=${DOCKER_IMAGE} ./scripts/docker-smoke-test.sh
diff --git a/scripts/docker-build.sh b/scripts/docker-build.sh
index f01ce8b54..ff01ba02c 100755
--- a/scripts/docker-build.sh
+++ b/scripts/docker-build.sh
@@ -1,8 +1,20 @@
 #!/bin/bash
 
 set -euo pipefail
+DOCKER_REPOSITORY="${DOCKER_REPOSITORY:-quay.io/unstructured-io/unstructured}"
+PIP_VERSION="${PIP_VERSION:-22.2.1}"
+DOCKER_IMAGE_NAME="${DOCKER_IMAGE_NAME:-unstructured:dev}"
 
-DOCKER_BUILDKIT=1 docker buildx build --load --platform=linux/amd64 -f Dockerfile \
+DOCKER_BUILD_CMD=(docker buildx build --load -f Dockerfile \
   --build-arg PIP_VERSION="$PIP_VERSION" \
+  --build-arg BUILDKIT_INLINE_CACHE=1 \
   --progress plain \
-  -t unstructured-dev:latest .
+  --cache-from "$DOCKER_REPOSITORY":latest \
+  -t "$DOCKER_IMAGE_NAME" .)
+
+# only build for specific platform if DOCKER_BUILD_PLATFORM is set
+if [ -n "${DOCKER_BUILD_PLATFORM:-}" ]; then
+  DOCKER_BUILD_CMD+=("--platform=$DOCKER_BUILD_PLATFORM")
+fi
+
+DOCKER_BUILDKIT=1 "${DOCKER_BUILD_CMD[@]}"
diff --git a/unstructured/__version__.py b/unstructured/__version__.py
index 37a9412a6..81f919db9 100644
--- a/unstructured/__version__.py
+++ b/unstructured/__version__.py
@@ -1 +1 @@
-__version__ = "0.5.12-dev0"  # pragma: no cover
+__version__ = "0.5.12-dev1"  # pragma: no cover