diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index ecf364486..e27cdeecb 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -12,7 +12,7 @@ variables:
   DOCKER_HOST: tcp://docker:2375/
   DOCKER_DRIVER: overlay2
   DOCKER_TLS_CERTDIR: ""
-  BUILD_PLATFORMS: linux/amd64,linux/arm64,linux/arm/v7
+  DOCKER_BUILD_PLATFORMS: linux/amd64,linux/arm64,linux/arm/v7
 
 workflow:
   rules:
@@ -28,447 +28,45 @@ stages:
   - build
   - publish
 
-review_front:
-  interruptible: true
-  stage: deploy
-  image: node:18-alpine
-  when: manual
-  allow_failure: true
-  variables:
-    BASE_URL: /-/$CI_PROJECT_NAME/-/jobs/$CI_JOB_ID/artifacts/front-review/
-    VUE_APP_ROUTER_BASE_URL: /-/$CI_PROJECT_NAME/-/jobs/$CI_JOB_ID/artifacts/front-review/
-    VUE_APP_INSTANCE_URL: $REVIEW_INSTANCE_URL
-    NODE_ENV: review
-  before_script:
-    - apk add --no-cache jq bash coreutils python3
-    - rm -rf front-review
-    - mkdir front-review
-    - cd front
-  script:
-    - yarn install
-    # this is to ensure we don't have any errors in the output,
-    # cf https://dev.funkwhale.audio/funkwhale/funkwhale/issues/169
-    - yarn run build --base ./ | tee /dev/stderr | (! grep -i 'ERROR in')
-    - cp -r dist/* ../front-review
-  artifacts:
-    expire_in: 2 weeks
-    paths:
-      - front-review
-  cache:
-    key: "funkwhale__front_dependencies"
-    paths:
-      - front/node_modules
-      - front/yarn.lock
-  tags:
-    - docker
-  environment:
-    name: review/front/$CI_COMMIT_REF_NAME
-    url: http://$CI_PROJECT_NAMESPACE.pages.funkwhale.audio/-/$CI_PROJECT_NAME/-/jobs/$CI_JOB_ID/artifacts/front-review/index.html
-
-review_docs:
-  interruptible: true
-  stage: deploy
-  allow_failure: true
-  image: python:3.10
-  variables:
-    BUILD_PATH: "../docs-review"
-  before_script:
-    - rm -rf docs-review
-    - mkdir docs-review
-    - cd docs
-    - apt-get update
-    - apt-get install -y graphviz git
-    - pip install poetry
-    - poetry install
-    - git switch develop && git pull
-    - git switch stable && git pull
-    - git switch $CI_COMMIT_BRANCH && git pull
-  script:
-    - poetry run python -m sphinx . $BUILD_PATH
-  cache:
-    key: "$CI_PROJECT_ID__sphinx"
-    paths:
-      - "$PIP_CACHE_DIR"
-  artifacts:
-    expire_in: 2 weeks
-    paths:
-      - docs-review
-  tags:
-    - docker
-  environment:
-    name: review/docs/$CI_COMMIT_REF_NAME
-    url: http://$CI_PROJECT_NAMESPACE.pages.funkwhale.audio/-/$CI_PROJECT_NAME/-/jobs/$CI_JOB_ID/artifacts/docs-review/index.html
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-      changes:
-        - docs/**/*
-    - if: $CI_PIPELINE_SOURCE != "merge_request_event" && $CI_COMMIT_REF_NAME != $CI_DEFAULT_BRANCH
-      when: manual
-
-changelog_snippet:
-  interruptible: true
-  image: alpine:3.17
-  stage: lint
-  before_script:
-    - apk add git
-    - git fetch origin $CI_MERGE_REQUEST_TARGET_BRANCH_NAME
-  script:
-    - git diff --name-only FETCH_HEAD | grep "changes/changelog.d/*"
-  rules:
-    - if: $CI_COMMIT_AUTHOR == 'Renovate Bot <bot@dev.funkwhale.audio>'
-      when: never
-    - if: $CI_MERGE_REQUEST_TITLE =~ /NOCHANGELOG/
-      when: never
-    - if: $CI_PIPELINE_SOURCE == 'merge_request_event'
-
-
-black:
-  interruptible: true
-  image: python:3.10
-  stage: lint
-  variables:
-    GIT_STRATEGY: fetch
-  before_script:
-    - pip install black
-  script:
-    - black --check --diff .
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-      changes:
-        - api/**/*
-
-flake8:
-  interruptible: true
-  image: python:3.7
-  stage: lint
-  variables:
-    GIT_STRATEGY: fetch
-  before_script:
-    - pip install 'flake8<3.7'
-  script:
-    - flake8 -v api
-  cache:
-    key: "$CI_PROJECT_ID__flake8_pip_cache"
-    paths:
-      - "$PIP_CACHE_DIR"
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-      changes:
-        - api/**/*
-
-eslint:
-  interruptible: true
-  image: node:18-alpine
-  stage: lint
-  before_script:
-    - cd front
-    - apk add --no-cache jq bash coreutils python3
-    - yarn install
-  script:
-    - yarn lint --max-warnings 0
-    - yarn lint:tsc
-  cache:
-    key: "$CI_PROJECT_ID__eslint_npm_cache"
-    paths:
-      - front/node_modules
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-      changes:
-        - front/**/*
-
-test_api:
-  interruptible: true
-  services:
-    - postgres:15-alpine
-    - redis:7-alpine
-  stage: test
-  retry: 1
-  cache:
-    key: "$CI_PROJECT_ID__pip_cache"
-    paths:
-      - "$PIP_CACHE_DIR"
-  variables:
-    DATABASE_URL: "postgresql://postgres@postgres/postgres"
-    FUNKWHALE_URL: "https://funkwhale.ci"
-    DJANGO_SETTINGS_MODULE: config.settings.local
-    POSTGRES_HOST_AUTH_METHOD: trust
-    CACHE_URL: "redis://redis:6379/0"
-  before_script:
-    - cd api
-    - poetry install --no-root
-  script:
-    - poetry run pytest --cov-report xml --cov-report term-missing:skip-covered --cov=funkwhale_api --junitxml=report.xml tests/
-  tags:
-    - docker
-  artifacts:
-    expire_in: 2 weeks
-    reports:
-      junit: api/report.xml
-      coverage_report:
-        coverage_format: cobertura
-        path: api/coverage.xml
+build_dep_wheels:
+  tags: [docker, multiarch]
   parallel:
     matrix:
-      - PY_VER: ["3.7", "3.8", "3.9", "3.10", "3.11"]
-  image: $CI_REGISTRY/funkwhale/backend-test-docker:$PY_VER
-  coverage: '/TOTAL\s*\d*\s*\d*\s*(\d*%)/'
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event" || $CI_PIPELINE_SOURCE == "push"
-      changes:
-        - api/**/*
-    - if: $CI_COMMIT_REF_PROTECTED == "true"
-      when: always
-
-# Those tests are disabled for now since no vitest dom emulation is providing
-# AudioContext, which is required for our HTML audio player
-#test_front:
-#  interruptible: true
-#  stage: test
-#  image: node:18-alpine
-#  before_script:
-#    - cd front
-#    - apk add --no-cache jq bash coreutils python3
-#  script:
-#    - yarn install --check-files
-#    - yarn test:unit
-#  cache:
-#    key: "funkwhale__front_dependencies"
-#    paths:
-#      - front/node_modules
-#      - front/yarn.lock
-#  artifacts:
-#    name: "front_${CI_COMMIT_REF_NAME}"
-#    paths:
-#      - front/dist/
-#    reports:
-#      junit: front/coverage/cobertura-coverage.xml
-#  tags:
-#    - docker
-#  rules:
-#    - if: $CI_PIPELINE_SOURCE == "merge_request_event" || $CI_PIPELINE_SOURCE == "push"
-#      changes:
-#        - front/**/*
-#    - if: $CI_COMMIT_REF_PROTECTED == "true"
-#      when: always
-
-build_docs:
-  stage: build
-  image: $CI_REGISTRY/funkwhale/backend-test-docker:3.10
-  services:
-    - postgres:15-alpine
-    - redis:7-alpine
-  cache:
-    key: "$CI_PROJECT_ID__pip_cache"
-    paths:
-      - "$PIP_CACHE_DIR"
-  variables:
-    DATABASE_URL: "postgresql://postgres@postgres/postgres"
-    FUNKWHALE_URL: "https://funkwhale.ci"
-    DJANGO_SETTINGS_MODULE: config.settings.local
-    POSTGRES_HOST_AUTH_METHOD: trust
-    CACHE_URL: "redis://redis:6379/0"
-    API_TYPE: "v1"
+      - DOCKER_PLATFORM: [amd64, arm64v8] # arm32v7, riscv64]
+  image: ${DOCKER_PLATFORM}/alpine:3.17
   before_script:
-    - cd api
-    - pip3 install poetry
-    - poetry install
-    - poetry run python manage.py migrate
+    ->
+      apk add
+      musl-dev
+      gcc
+      postgresql-dev
+      python3-dev
+      py3-psycopg2
+      py3-cryptography
+      py3-lxml
+      py3-pillow
+      libldap
+      libffi-dev
+      make
+      zlib-dev
+      jpeg-dev
+      openldap-dev
+      openssl-dev
+      cargo
+      libxml2-dev
+      libxslt-dev
+      curl
+      poetry
+      pip
+    - poetry export --without-hashes > requirements.txt
+    - python -m venv venv
+    - source venv/bin/activate
+    - pip install --upgrade pip
   script:
-    - poetry run python manage.py spectacular --file ../docs/schema.yml
-  tags:
-    - docker
+    - source venv/bin/activate
+    - pip wheel --check-build-dependencies -w wheelhome -r requirements.txt
+    - rm wheelhome/*-none-any.whl wheelhome/*-musllinux_*.whl
+    - ls -l wheelhome
   artifacts:
-    expire_in: 2 weeks
     paths:
-      - docs/schema.yml
-
-build_front:
-  stage: build
-  image: node:18-alpine
-  before_script:
-    - apk add --no-cache jq bash coreutils python3
-    - cd front
-  script:
-    - yarn install
-    - yarn run i18n-compile
-    # this is to ensure we don't have any errors in the output,
-    # cf https://dev.funkwhale.audio/funkwhale/funkwhale/issues/169
-    - yarn run build:deployment | tee /dev/stderr | (! grep -i 'ERROR in')
-    - chmod -R 755 dist
-  artifacts:
-    name: "front_${CI_COMMIT_REF_NAME}"
-    paths:
-      - front/dist/
-  only:
-    - tags@funkwhale/funkwhale
-    - stable@funkwhale/funkwhale
-    - develop@funkwhale/funkwhale
-  tags:
-    - docker
-
-build_documentation:
-  stage: build
-  image: python:3.10
-  variables:
-    BUILD_PATH: "../public"
-  before_script:
-    - cd docs
-    - apt-get update
-    - apt-get install -y graphviz git
-    - pip install poetry
-    - poetry install
-    - git switch develop && git pull
-    - git switch stable && git pull
-    - git switch $CI_COMMIT_BRANCH && git pull
-  script:
-    - ./build_docs.sh
-  cache:
-    key: "$CI_PROJECT_ID__sphinx"
-    paths:
-      - "$PIP_CACHE_DIR"
-  artifacts:
-    expire_in: 2 weeks
-    paths:
-      - public
-  rules:
-    - if: $CI_COMMIT_BRANCH == "stable"
-      when: always
-    - if: $CI_COMMIT_BRANCH == "develop"
-      changes:
-        - docs/**/*
-      when: always
-  tags:
-    - docker
-
-deploy_documentation:
-  stage: publish
-  image: alpine
-  dependencies:
-    - build_documentation
-  before_script:
-    - apk add openssh-client rsync
-    - mkdir -p ~/.ssh
-    - echo "$SSH_KNOWN_HOSTS" >> ~/.ssh/known_hosts
-    - chmod 644 ~/.ssh/known_hosts
-    - eval `ssh-agent -s`
-    - echo "$SSH_PRIVATE_KEY" | tr -d '\r' | ssh-add -
-  script:
-    - rsync -r -e "ssh -p 2282" $CI_PROJECT_DIR/public/ docs@docs.funkwhale.audio:/htdocs/
-  only:
-    - stable
-
-
-.docker_publish:
-  stage: publish
-  image: egon0/docker-with-buildx-and-git:bash
-  tags:
-    - multiarch
-  services:
-    - docker:20-dind
-  before_script:
-    - docker login -u $DOCKER_LOGIN -p $DOCKER_PASSWORD
-  cache:
-    key: docker_public_${CI_COMMIT_REF_NAME}
-    paths:
-      - ~/.cargo
-  script:
-
-docker_publish_stable_release:
-  # Publish a docker image for releases
-  extends: .docker_publish
-  variables:
-    IMAGE_NAME: funkwhale/$COMPONENT
-  rules:
-    - if: $CI_COMMIT_TAG && $CI_COMMIT_REF_NAME =~ /^[0-9]+(.[0-9]+){1,2}$/
-  script:
-    # Check if this is the latest release
-    - ./docs/get-releases-json.py | scripts/is-docker-latest.py $CI_COMMIT_TAG - && export DOCKER_LATEST_TAG="-t $IMAGE_LATEST" || export DOCKER_LATEST_TAG=;
-    - export major="$(echo $CI_COMMIT_REF_NAME | cut -d '.' -f 1)"
-    - export minor="$(echo $CI_COMMIT_REF_NAME | cut -d '.' -f 1,2)"
-    - cd $COMPONENT
-    - docker buildx create --use --name A$CI_COMMIT_SHORT_SHA
-    - docker buildx build --platform $BUILD_PLATFORMS --push -t $IMAGE $DOCKER_LATEST_TAG -t $IMAGE_NAME:$major -t $IMAGE_NAME:$minor .
-  parallel:
-    matrix:
-      - COMPONENT: ["api", "front"]
-
-docker_publish_unstable_release:
-  # Publish a docker image for releases
-  extends: .docker_publish
-  variables:
-    IMAGE_NAME: funkwhale/$COMPONENT
-  rules:
-    - if: $CI_COMMIT_TAG && $CI_COMMIT_REF_NAME !~ /^[0-9]+(.[0-9]+){1,2}$/
-  script:
-    # Check if this is the latest release
-    - cd $COMPONENT
-    - docker buildx create --use --name A$CI_COMMIT_SHORT_SHA
-    - docker buildx build --platform $BUILD_PLATFORMS --push -t $IMAGE .
-  parallel:
-    matrix:
-      - COMPONENT: ["api", "front"]
-
-docker_publish_non-release:
-  # Publish a docker image for each commit on develop
-  extends: .docker_publish
-  variables:
-    IMAGE_NAME: funkwhale/$COMPONENT
-  only:
-    - develop@funkwhale/funkwhale
-    - stable@funkwhale/funkwhale
-  script:
-    - ./scripts/set-api-build-metadata.sh $CI_COMMIT_SHORT_SHA
-    - cd $COMPONENT
-    - docker buildx create --use --name A$CI_COMMIT_SHORT_SHA
-    - docker buildx build --platform $BUILD_PLATFORMS --push -t $IMAGE .
-  parallel:
-    matrix:
-      - COMPONENT: ["api", "front"]
-
-docker_all_in_one_release:
-  stage: publish
-  image: egon0/docker-with-buildx-and-git:bash
-  allow_failure: true
-  services:
-    - docker:20-dind
-  variables:
-    ALL_IN_ONE_REF: main
-    ALL_IN_ONE_ARTIFACT_URL: https://dev.funkwhale.audio/funkwhale/funkwhale-docker-all-in-one/-/archive/$ALL_IN_ONE_REF/funkwhale-docker-all-in-one-$ALL_IN_ONE_REF.zip
-    BUILD_PATH: all_in_one
-  before_script:
-    - docker login -u $DOCKER_LOGIN -p $DOCKER_PASSWORD
-    - (if [ "$CI_COMMIT_REF_NAME" == "develop" ] || [ "$CI_COMMIT_REF_NAME" == "stable" ]; then ./scripts/set-api-build-metadata.sh $(echo $CI_COMMIT_SHA | cut -c 1-8); fi);
-  script:
-    - if [[ ! -z "$CI_COMMIT_TAG" ]]; then (./docs/get-releases-json.py | scripts/is-docker-latest.py $CI_COMMIT_TAG -) && export DOCKER_LATEST_TAG="-t $ALL_IN_ONE_IMAGE_LATEST" || export DOCKER_LATEST_TAG=; fi
-    - wget $ALL_IN_ONE_ARTIFACT_URL -O all_in_one.zip
-    - unzip -o all_in_one.zip -d tmpdir
-    - mv tmpdir/funkwhale-docker-all-in-one-$ALL_IN_ONE_REF $BUILD_PATH && rmdir tmpdir
-    - cp -r api $BUILD_PATH/src/api
-    - cp -r front $BUILD_PATH/src/front
-    - cd $BUILD_PATH
-    - ./scripts/download-nginx-template.sh src/ $CI_COMMIT_REF_NAME
-    - docker build -t $ALL_IN_ONE_IMAGE $DOCKER_LATEST_TAG .
-    - docker push $ALL_IN_ONE_IMAGE
-    - if [[ ! -z "$DOCKER_LATEST_TAG" ]]; then docker push $ALL_IN_ONE_IMAGE_LATEST; fi
-  only:
-    - develop@funkwhale/funkwhale
-    - stable@funkwhale/funkwhale
-    - tags@funkwhale/funkwhale
-
-build_api:
-  # Simply publish a zip containing api/ directory
-  stage: publish
-  image: bash
-  artifacts:
-    name: "api_${CI_COMMIT_REF_NAME}"
-    paths:
-      - api
-  script:
-    - rm -rf api/tests
-    - (if [ "$CI_COMMIT_REF_NAME" == "develop" ] || [ "$CI_COMMIT_REF_NAME" == "stable" ]; then ./scripts/set-api-build-metadata.sh $(echo $CI_COMMIT_SHA | cut -c 1-8); fi);
-    - chmod -R 750 api
-    - echo Done!
-  only:
-    - tags@funkwhale/funkwhale
-    - stable@funkwhale/funkwhale
-    - develop@funkwhale/funkwhale
+      - wheelhome
\ No newline at end of file