diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..033769f
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,30 @@
+image: docker:latest
+services:
+  - docker:dind
+
+stages:
+  - build
+
+variables:
+  IMAGE: registry.gitlab.com/bockiii/deemix-docker
+  DOCKER_CLI_EXPERIMENTAL: enabled
+  ARCH_AMD: python3
+  ARCH_ARM32: python3.armhf
+  ARCH_ARM64: python3.arm64
+
+before_script:
+  - docker login -u gitlab-ci-token -p $CI_JOB_TOKEN $CI_REGISTRY
+
+build:
+  stage: build
+  script:
+    - docker build --build-arg IMAGE_ARCH=$ARCH_AMD --pull -t $IMAGE:amd64 .
+    - docker push $IMAGE:amd64
+    - docker build --build-arg IMAGE_ARCH=$ARCH_ARM32 --pull -t $IMAGE:arm32v7 .
+    - docker push $IMAGE:armhf
+    - docker build --build-arg IMAGE_ARCH=$ARCH_ARM64 --pull -t $IMAGE:arm64v8 .
+    - docker push $IMAGE:arm64
+    - docker manifest create $IMAGE $IMAGE:amd64 $IMAGE:arm32v7 $IMAGE:arm64v8
+    - docker manifest annotate $IMAGE $IMAGE:arm32v7 --os linux --arch arm
+    - docker manifest annotate $IMAGE $IMAGE:arm64v8 --os linux --arch arm64
+    - docker manifest push $IMAGE
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 919fa32..1570b4a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM lsiobase/alpine.python3:3.9
+FROM lsiobase/alpine.$IMAGE_ARCH:3.9
 
 ENV PUID=1000
 ENV PGID=1000
diff --git a/Dockerfile.arm32v7 b/Dockerfile.arm32v7
deleted file mode 100644
index fbd8750..0000000
--- a/Dockerfile.arm32v7
+++ /dev/null
@@ -1,36 +0,0 @@
-FROM alpine AS builder
-
-# Download QEMU, see https://github.com/docker/hub-feedback/issues/1261
-#ENV QEMU_URL https://github.com/balena-io/qemu/releases/download/v3.0.0%2Bresin/qemu-3.0.0+resin-arm.tar.gz
-ENV QEMU_URL https://github.com/balena-io/qemu/releases/download/v4.0.0-balena/qemu-4.0.0-balena-arm.tar.gz
-RUN apk add curl && curl -L ${QEMU_URL} | tar zxvf - -C . --strip-components 1
-
-FROM lsiobase/alpine.python3.armhf:3.9
-
-# Add QEMU
-COPY --from=builder qemu-arm-static /usr/bin
-
-ENV PUID=1000
-ENV PGID=1000
-
-EXPOSE 9666
-
-RUN \
-    apk update && \
-    apk add --no-cache \
-    gcc \
-    g++ \
-    libffi-dev \
-    python3-dev \
-    make
-
-RUN \
-    mkdir /deem && \
-    chown abc:abc /deem && \
-    rm -R /config && \
-    ln -sf /deem/.config/deemix /config && \
-    ln -sf /downloads /deem/deemix\ Music
-
-COPY root/ /
-
-VOLUME /downloads /config
\ No newline at end of file
diff --git a/Dockerfile.arm64v8 b/Dockerfile.arm64v8
deleted file mode 100644
index 28f0b0b..0000000
--- a/Dockerfile.arm64v8
+++ /dev/null
@@ -1,36 +0,0 @@
-FROM alpine AS builder
-
-# Download QEMU, see https://github.com/docker/hub-feedback/issues/1261
-#ENV QEMU_URL https://github.com/balena-io/qemu/releases/download/v3.0.0%2Bresin/qemu-3.0.0+resin-aarch64.tar.gz
-ENV QEMU_URL https://github.com/balena-io/qemu/releases/download/v4.0.0-balena/qemu-4.0.0-balena-aarch64.tar.gz
-RUN apk add curl && curl -L ${QEMU_URL} | tar zxvf - -C . --strip-components 1
-
-FROM lsiobase/alpine.python3.arm64:3.8
-
-# Add QEMU
-COPY --from=builder qemu-aarch64-static /usr/bin
-
-ENV PUID=1000
-ENV PGID=1000
-
-EXPOSE 9666
-
-RUN \
-    apk update && \
-    apk add --no-cache \
-    gcc \
-    g++ \
-    libffi-dev \
-    python3-dev \
-    make
-
-RUN \
-    mkdir /deem && \
-    chown abc:abc /deem && \
-    rm -R /config && \
-    ln -sf /deem/.config/deemix /config && \
-    ln -sf /downloads /deem/deemix\ Music
-
-COPY root/ /
-
-VOLUME /downloads /config
\ No newline at end of file
diff --git a/hooks/post_push b/hooks/post_push
deleted file mode 100644
index 9ebdc9b..0000000
--- a/hooks/post_push
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/bin/bash
-
-# Autobuild the Image on Docker Hub with advanced options
-# https://docs.docker.com/docker-hub/builds/advanced/
-
-# if the host is not equal to the building system architecture, set the image arch with manifest correctly on docker hub.
-
-set -e
-
-#IMAGE_OS=$(uname | tr '[:upper:]' '[:lower:]')
-IMAGE_OS="linux"
-HOST_ARCH=$(uname -m)
-HOST_ARCH_ALIAS=$([[ "${HOST_ARCH}" == "x86_64" ]] && echo "amd64" || echo "${HOST_ARCH}")
-BUILD_ARCH=$(echo "${DOCKERFILE_PATH}" | cut -d '.' -f 2)
-BUILD_ARCH=$([[ "${BUILD_ARCH}" == *\/* ]] && echo "${BUILD_ARCH}" | rev | cut -d '/' -f 1 | rev || echo "${BUILD_ARCH}")
-QEMU_USER_STATIC_ARCH=$([[ "${BUILD_ARCH}" == "armhf" ]] && echo "${BUILD_ARCH::-2}" || echo "${BUILD_ARCH}")
-PLATFORMS_ARCH=$([[ "${QEMU_USER_STATIC_ARCH}" == "arm" ]] && echo "${IMAGE_OS}/${QEMU_USER_STATIC_ARCH},${IMAGE_OS}/${QEMU_USER_STATIC_ARCH}64,${IMAGE_OS}/${HOST_ARCH_ALIAS}" || echo "${IMAGE_OS}/${QEMU_USER_STATIC_ARCH}")
-
-echo "PLATFORMS-ARCH: ${PLATFORMS_ARCH}"
-
-if [[ "${HOST_ARCH}" == "${QEMU_USER_STATIC_ARCH}"* || "${BUILD_ARCH}" == "Dockerfile"  ]]; then
-    echo "Building ${BUILD_ARCH} image natively; No manifest needed for current arch."
-    exit 0
-else
-    # Manifest
-
-    # docker manifest: https://docs.docker.com/engine/reference/commandline/manifest/
-    echo "docker manifest (not working with autobuild on docker hub)"
-    #docker manifest create "${IMAGE_NAME}" "${IMAGE_NAME}"
-    #docker manifest annotate "${IMAGE_NAME}" "${IMAGE_NAME}" --os "${IMAGE_OS}" --arch "${QEMU_USER_STATIC_ARCH}"
-    #docker manifest push "${IMAGE_NAME}"
-
-    # manifest-tool: https://github.com/estesp/manifest-tool
-    echo "manifest-tool"
-    # prerelease:
-    #MANIFEST_TOOL_VERSION=$(curl -s https://api.github.com/repos/estesp/manifest-tool/tags  | grep 'name.*v[0-9]' | head -n 1 | cut -d '"' -f 4)
-    # release:
-    MANIFEST_TOOL_VERSION=$(curl -s https://api.github.com/repos/estesp/manifest-tool/releases/latest | grep 'tag_name' | cut -d\" -f4)
-    curl -L https://github.com/estesp/manifest-tool/releases/download/$MANIFEST_TOOL_VERSION/manifest-tool-$IMAGE_OS-$HOST_ARCH_ALIAS -o manifest-tool
-    chmod +x manifest-tool
-    #./manifest-tool push from-args --platforms ${PLATFORMS_ARCH} --template ${IMAGE_NAME} --target ${IMAGE_NAME}
-    ./manifest-tool push from-spec manifest.yaml
-fi
\ No newline at end of file
diff --git a/hooks/pre_build b/hooks/pre_build
deleted file mode 100644
index d5a811d..0000000
--- a/hooks/pre_build
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/bash
-
-# Register qemu-*-static for all supported processors except the 
-# current one, but also remove all registered binfmt_misc before
-docker run --rm --privileged multiarch/qemu-user-static:register --reset
\ No newline at end of file
diff --git a/manifest.yaml b/manifest.yaml
deleted file mode 100644
index 4730399..0000000
--- a/manifest.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
-image: bocki/deemix:latest
-manifests:
-  - image: bocki/deemix:amd64
-    platform:
-      architecture: amd64
-      os: linux
-  - image: bocki/deemix:arm32v7
-    platform:
-      architecture: arm
-      os: linux
-      variant: v7
-  - image: bocki/deemix:arm64v8
-    platform:
-      architecture: arm64
-      os: linux
-      variant: v8
\ No newline at end of file