diff --git a/.ci/azure-pipelines-package.yml b/.ci/azure-pipelines-package.yml
new file mode 100644
index 0000000000..b342531903
--- /dev/null
+++ b/.ci/azure-pipelines-package.yml
@@ -0,0 +1,131 @@
+jobs:
+- job: BuildPackage
+  displayName: 'Build Packages'
+
+  strategy:
+    matrix:
+      CentOS.amd64:
+        BuildConfiguration: centos.amd64
+      Fedora.amd64:
+        BuildConfiguration: fedora.amd64
+      Debian.amd64:
+        BuildConfiguration: debian.amd64
+      Debian.arm64:
+        BuildConfiguration: debian.arm64
+      Debian.armhf:
+        BuildConfiguration: debian.armhf
+      Ubuntu.amd64:
+        BuildConfiguration: ubuntu.amd64
+      Ubuntu.arm64:
+        BuildConfiguration: ubuntu.arm64
+      Ubuntu.armhf:
+        BuildConfiguration: ubuntu.armhf
+      Linux.amd64:
+        BuildConfiguration: linux.amd64
+      Windows.amd64:
+        BuildConfiguration: windows.amd64
+      MacOS:
+        BuildConfiguration: macos
+      Portable:
+        BuildConfiguration: portable
+
+  pool:
+    vmImage: 'ubuntu-latest'
+
+  steps:
+  - script: 'docker build -f deployment/Dockerfile.$(BuildConfiguration) -t jellyfin-server-$(BuildConfiguration) deployment'
+    displayName: 'Build Dockerfile'
+    condition: or(startsWith(variables['Build.SourceBranch'], 'refs/tags'), startsWith(variables['Build.SourceBranch'], 'refs/heads/master'))
+
+  - script: 'docker image ls -a && docker run -v $(pwd)/deployment/dist:/dist -v $(pwd):/jellyfin -e IS_UNSTABLE="yes" -e BUILD_ID=$(Build.BuildNumber) jellyfin-server-$(BuildConfiguration)'
+    displayName: 'Run Dockerfile (unstable)'
+    condition: startsWith(variables['Build.SourceBranch'], 'refs/heads/master')
+
+  - script: 'docker image ls -a && docker run -v $(pwd)/deployment/dist:/dist -v $(pwd):/jellyfin -e IS_UNSTABLE="no" -e BUILD_ID=$(Build.BuildNumber) jellyfin-server-$(BuildConfiguration)'
+    displayName: 'Run Dockerfile (stable)'
+    condition: startsWith(variables['Build.SourceBranch'], 'refs/tags')
+
+  - task: PublishPipelineArtifact@1
+    displayName: 'Publish Release'
+    condition: or(startsWith(variables['Build.SourceBranch'], 'refs/tags'), startsWith(variables['Build.SourceBranch'], 'refs/heads/master'))
+    inputs:
+      targetPath: '$(Build.SourcesDirectory)/deployment/dist'
+      artifactName: 'jellyfin-server-$(BuildConfiguration)'
+
+  - task: CopyFilesOverSSH@0
+    displayName: 'Upload artifacts to repository server'
+    condition: or(startsWith(variables['Build.SourceBranch'], 'refs/tags'), startsWith(variables['Build.SourceBranch'], 'refs/heads/master'))
+    inputs:
+      sshEndpoint: repository
+      sourceFolder: '$(Build.SourcesDirectory)/deployment/dist'
+      contents: '**'
+      targetFolder: '/srv/repository/incoming/azure/$(Build.BuildNumber)/$(BuildConfiguration)'
+
+- job: BuildDocker
+  displayName: 'Build Docker'
+
+  strategy:
+    matrix:
+      amd64:
+        BuildConfiguration: amd64
+      arm64:
+        BuildConfiguration: arm64
+      armhf:
+        BuildConfiguration: armhf
+
+  pool:
+    vmImage: 'ubuntu-latest'
+
+  steps:
+  - task: Docker@2
+    displayName: 'Push Unstable Image'
+    condition: startsWith(variables['Build.SourceBranch'], 'refs/heads/master')
+    inputs:
+      repository: 'jellyfin/jellyfin-server'
+      command: buildAndPush
+      buildContext: '.'
+      Dockerfile: 'deployment/Dockerfile.docker.$(BuildConfiguration)'
+      containerRegistry: Docker Hub
+      tags: |
+        unstable-$(Build.BuildNumber)-$(BuildConfiguration)
+        unstable-$(BuildConfiguration)
+
+  - task: Docker@2
+    displayName: 'Push Stable Image'
+    condition: startsWith(variables['Build.SourceBranch'], 'refs/tags')
+    inputs:
+      repository: 'jellyfin/jellyfin-server'
+      command: buildAndPush
+      buildContext: '.'
+      Dockerfile: 'deployment/Dockerfile.docker.$(BuildConfiguration)'
+      containerRegistry: Docker Hub
+      tags: |
+        stable-$(Build.BuildNumber)-$(BuildConfiguration)
+        stable-$(BuildConfiguration)
+
+- job: CollectArtifacts
+  displayName: 'Collect Artifacts'
+  dependsOn:
+  - BuildPackage
+  - BuildDocker
+  condition: and(succeeded('BuildPackage'), succeeded('BuildDocker'))
+
+  pool:
+    vmImage: 'ubuntu-latest'
+
+  steps:
+  - task: SSH@0
+    displayName: 'Update Unstable Repository'
+    condition: startsWith(variables['Build.SourceBranch'], 'refs/heads/master')
+    inputs:
+      sshEndpoint: repository
+      runOptions: 'inline'
+      inline: 'sudo /srv/repository/collect-server.azure.sh /srv/repository/incoming/azure $(Build.BuildNumber) unstable'
+
+  - task: SSH@0
+    displayName: 'Update Stable Repository'
+    condition: startsWith(variables['Build.SourceBranch'], 'refs/tags')
+    inputs:
+      sshEndpoint: repository
+      runOptions: 'inline'
+      inline: 'sudo /srv/repository/collect-server.azure.sh /srv/repository/incoming/azure $(Build.BuildNumber)'
diff --git a/.ci/azure-pipelines.yml b/.ci/azure-pipelines.yml
index 3283121e2e..c9013b3b8a 100644
--- a/.ci/azure-pipelines.yml
+++ b/.ci/azure-pipelines.yml
@@ -43,3 +43,5 @@ jobs:
           NugetPackageName: Jellyfin.Common
           AssemblyFileName: MediaBrowser.Common.dll
       LinuxImage: 'ubuntu-latest'
+
+  - template: azure-pipelines-package.yml
diff --git a/deployment/Dockerfile.docker.amd64 b/deployment/Dockerfile.docker.amd64
new file mode 100644
index 0000000000..204ded3a49
--- /dev/null
+++ b/deployment/Dockerfile.docker.amd64
@@ -0,0 +1,15 @@
+ARG DOTNET_VERSION=3.1
+
+FROM mcr.microsoft.com/dotnet/core/sdk:${DOTNET_VERSION}-buster
+
+ARG SOURCE_DIR=/src
+ARG ARTIFACT_DIR=/jellyfin
+
+WORKDIR ${SOURCE_DIR}
+COPY . .
+
+ENV DOTNET_CLI_TELEMETRY_OPTOUT=1
+
+# because of changes in docker and systemd we need to not build in parallel at the moment
+# see https://success.docker.com/article/how-to-reserve-resource-temporarily-unavailable-errors-due-to-tasksmax-setting
+RUN dotnet publish Jellyfin.Server --disable-parallel --configuration Release --output="${ARTIFACT_DIR}" --self-contained --runtime linux-x64 "-p:GenerateDocumentationFile=false;DebugSymbols=false;DebugType=none"
diff --git a/deployment/Dockerfile.docker.arm64 b/deployment/Dockerfile.docker.arm64
new file mode 100644
index 0000000000..eedbaac333
--- /dev/null
+++ b/deployment/Dockerfile.docker.arm64
@@ -0,0 +1,15 @@
+ARG DOTNET_VERSION=3.1
+
+FROM mcr.microsoft.com/dotnet/core/sdk:${DOTNET_VERSION}-buster
+
+ARG SOURCE_DIR=/src
+ARG ARTIFACT_DIR=/jellyfin
+
+WORKDIR ${SOURCE_DIR}
+COPY . .
+
+ENV DOTNET_CLI_TELEMETRY_OPTOUT=1
+
+# because of changes in docker and systemd we need to not build in parallel at the moment
+# see https://success.docker.com/article/how-to-reserve-resource-temporarily-unavailable-errors-due-to-tasksmax-setting
+RUN dotnet publish Jellyfin.Server --disable-parallel --configuration Release --output="${ARTIFACT_DIR}" --self-contained --runtime linux-arm64 "-p:GenerateDocumentationFile=false;DebugSymbols=false;DebugType=none"
diff --git a/deployment/Dockerfile.docker.armhf b/deployment/Dockerfile.docker.armhf
new file mode 100644
index 0000000000..2a500246b0
--- /dev/null
+++ b/deployment/Dockerfile.docker.armhf
@@ -0,0 +1,15 @@
+ARG DOTNET_VERSION=3.1
+
+FROM mcr.microsoft.com/dotnet/core/sdk:${DOTNET_VERSION}-buster
+
+ARG SOURCE_DIR=/src
+ARG ARTIFACT_DIR=/jellyfin
+
+WORKDIR ${SOURCE_DIR}
+COPY . .
+
+ENV DOTNET_CLI_TELEMETRY_OPTOUT=1
+
+# because of changes in docker and systemd we need to not build in parallel at the moment
+# see https://success.docker.com/article/how-to-reserve-resource-temporarily-unavailable-errors-due-to-tasksmax-setting
+RUN dotnet publish Jellyfin.Server --disable-parallel --configuration Release --output="${ARTIFACT_DIR}" --self-contained --runtime linux-arm "-p:GenerateDocumentationFile=false;DebugSymbols=false;DebugType=none"
diff --git a/deployment/build.centos.amd64 b/deployment/build.centos.amd64
index 939bbc45a4..69f0cadcfe 100755
--- a/deployment/build.centos.amd64
+++ b/deployment/build.centos.amd64
@@ -8,6 +8,22 @@ set -o xtrace
 # Move to source directory
 pushd ${SOURCE_DIR}
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd fedora
+
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    sed -i "s/Version:.*/Version:        ${BUILD_ID}/" jellyfin.spec
+    sed -i "/%changelog/q" jellyfin.spec
+
+    cat <<EOF >>jellyfin.spec
+* $( LANG=C date '+%a %b %d %Y' ) Jellyfin Packaging Team <packaging@jellyfin.org>
+- Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+EOF
+    popd
+fi
+
 # Build RPM
 make -f fedora/Makefile srpm outdir=/root/rpmbuild/SRPMS
 rpmbuild --rebuild -bb /root/rpmbuild/SRPMS/jellyfin-*.src.rpm
diff --git a/deployment/build.debian.amd64 b/deployment/build.debian.amd64
index f44c6a7d1d..012e1cebf6 100755
--- a/deployment/build.debian.amd64
+++ b/deployment/build.debian.amd64
@@ -14,6 +14,21 @@ if [[ ${IS_DOCKER} == YES ]]; then
     sed -i '/dotnet-sdk-3.1,/d' debian/control
 fi
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd debian
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    cat <<EOF >changelog
+jellyfin-server (${BUILD_ID}-unstable) unstable; urgency=medium
+
+  * Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+
+ -- Jellyfin Packaging Team <packaging@jellyfin.org>  $( date --rfc-2822 )
+EOF
+    popd
+fi
+
 # Build DEB
 dpkg-buildpackage -us -uc --pre-clean --post-clean
 
diff --git a/deployment/build.debian.arm64 b/deployment/build.debian.arm64
index 0127671f3d..12ce3e874d 100755
--- a/deployment/build.debian.arm64
+++ b/deployment/build.debian.arm64
@@ -14,6 +14,21 @@ if [[ ${IS_DOCKER} == YES ]]; then
     sed -i '/dotnet-sdk-3.1,/d' debian/control
 fi
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd debian
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    cat <<EOF >changelog
+jellyfin-server (${BUILD_ID}-unstable) unstable; urgency=medium
+
+  * Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+
+ -- Jellyfin Packaging Team <packaging@jellyfin.org>  $( date --rfc-2822 )
+EOF
+    popd
+fi
+
 # Build DEB
 export CONFIG_SITE=/etc/dpkg-cross/cross-config.${ARCH}
 dpkg-buildpackage -us -uc -a arm64 --pre-clean --post-clean
diff --git a/deployment/build.debian.armhf b/deployment/build.debian.armhf
index 02e3db4fca..3089eab585 100755
--- a/deployment/build.debian.armhf
+++ b/deployment/build.debian.armhf
@@ -14,6 +14,21 @@ if [[ ${IS_DOCKER} == YES ]]; then
     sed -i '/dotnet-sdk-3.1,/d' debian/control
 fi
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd debian
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    cat <<EOF >changelog
+jellyfin-server (${BUILD_ID}-unstable) unstable; urgency=medium
+
+  * Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+
+ -- Jellyfin Packaging Team <packaging@jellyfin.org>  $( date --rfc-2822 )
+EOF
+    popd
+fi
+
 # Build DEB
 export CONFIG_SITE=/etc/dpkg-cross/cross-config.${ARCH}
 dpkg-buildpackage -us -uc -a armhf --pre-clean --post-clean
diff --git a/deployment/build.fedora.amd64 b/deployment/build.fedora.amd64
index 8ac99decc1..2c7bff5068 100755
--- a/deployment/build.fedora.amd64
+++ b/deployment/build.fedora.amd64
@@ -8,6 +8,22 @@ set -o xtrace
 # Move to source directory
 pushd ${SOURCE_DIR}
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd fedora
+
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    sed -i "s/Version:.*/Version:        ${BUILD_ID}/" jellyfin.spec
+    sed -i "/%changelog/q" jellyfin.spec
+
+    cat <<EOF >>jellyfin.spec
+* $( LANG=C date '+%a %b %d %Y' ) Jellyfin Packaging Team <packaging@jellyfin.org>
+- Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+EOF
+    popd
+fi
+
 # Build RPM
 make -f fedora/Makefile srpm outdir=/root/rpmbuild/SRPMS
 rpmbuild -rb /root/rpmbuild/SRPMS/jellyfin-*.src.rpm
diff --git a/deployment/build.linux.amd64 b/deployment/build.linux.amd64
index 0cbbd05cf9..a7fb0544ad 100755
--- a/deployment/build.linux.amd64
+++ b/deployment/build.linux.amd64
@@ -9,7 +9,11 @@ set -o xtrace
 pushd ${SOURCE_DIR}
 
 # Get version
-version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    version="${BUILD_ID}"
+else
+    version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+fi
 
 # Build archives
 dotnet publish Jellyfin.Server --configuration Release --self-contained --runtime linux-x64 --output dist/jellyfin-server_${version}/ "-p:GenerateDocumentationFile=false;DebugSymbols=false;DebugType=none;UseAppHost=true"
diff --git a/deployment/build.macos b/deployment/build.macos
index 16be29eeef..d808141acc 100755
--- a/deployment/build.macos
+++ b/deployment/build.macos
@@ -9,7 +9,11 @@ set -o xtrace
 pushd ${SOURCE_DIR}
 
 # Get version
-version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    version="${BUILD_ID}"
+else
+    version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+fi
 
 # Build archives
 dotnet publish Jellyfin.Server --configuration Release --self-contained --runtime osx-x64 --output dist/jellyfin-server_${version}/ "-p:GenerateDocumentationFile=false;DebugSymbols=false;DebugType=none;UseAppHost=true"
diff --git a/deployment/build.portable b/deployment/build.portable
index 1e8a4ab623..24a8cbf32e 100755
--- a/deployment/build.portable
+++ b/deployment/build.portable
@@ -9,7 +9,11 @@ set -o xtrace
 pushd ${SOURCE_DIR}
 
 # Get version
-version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    version="${BUILD_ID}"
+else
+    version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+fi
 
 # Build archives
 dotnet publish Jellyfin.Server --configuration Release --output dist/jellyfin-server_${version}/ "-p:GenerateDocumentationFile=false;DebugSymbols=false;DebugType=none;UseAppHost=true"
diff --git a/deployment/build.ubuntu.amd64 b/deployment/build.ubuntu.amd64
index 107ddbe02d..0eac9cdd10 100755
--- a/deployment/build.ubuntu.amd64
+++ b/deployment/build.ubuntu.amd64
@@ -14,6 +14,21 @@ if [[ ${IS_DOCKER} == YES ]]; then
     sed -i '/dotnet-sdk-3.1,/d' debian/control
 fi
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd debian
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    cat <<EOF >changelog
+jellyfin-server (${BUILD_ID}-unstable) unstable; urgency=medium
+
+  * Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+
+ -- Jellyfin Packaging Team <packaging@jellyfin.org>  $( date --rfc-2822 )
+EOF
+    popd
+fi
+
 # Build DEB
 dpkg-buildpackage -us -uc --pre-clean --post-clean
 
diff --git a/deployment/build.ubuntu.arm64 b/deployment/build.ubuntu.arm64
index b13868f44b..5b11fd543b 100755
--- a/deployment/build.ubuntu.arm64
+++ b/deployment/build.ubuntu.arm64
@@ -14,6 +14,21 @@ if [[ ${IS_DOCKER} == YES ]]; then
     sed -i '/dotnet-sdk-3.1,/d' debian/control
 fi
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd debian
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    cat <<EOF >changelog
+jellyfin-server (${BUILD_ID}-unstable) unstable; urgency=medium
+
+  * Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+
+ -- Jellyfin Packaging Team <packaging@jellyfin.org>  $( date --rfc-2822 )
+EOF
+    popd
+fi
+
 # Build DEB
 export CONFIG_SITE=/etc/dpkg-cross/cross-config.${ARCH}
 dpkg-buildpackage -us -uc -a arm64 --pre-clean --post-clean
diff --git a/deployment/build.ubuntu.armhf b/deployment/build.ubuntu.armhf
index 0b4dd308a2..4734cf6588 100755
--- a/deployment/build.ubuntu.armhf
+++ b/deployment/build.ubuntu.armhf
@@ -14,6 +14,21 @@ if [[ ${IS_DOCKER} == YES ]]; then
     sed -i '/dotnet-sdk-3.1,/d' debian/control
 fi
 
+# Modify changelog to unstable configuration if IS_UNSTABLE
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    pushd debian
+    PR_ID=$( git log --grep 'Merge pull request' --oneline --single-worktree --first-parent | head -1 | grep --color=none -Eo '#[0-9]+' | tr -d '#' )
+
+    cat <<EOF >changelog
+jellyfin-server (${BUILD_ID}-unstable) unstable; urgency=medium
+
+  * Jellyfin Server unstable build ${BUILD_ID} for merged PR #${PR_ID}
+
+ -- Jellyfin Packaging Team <packaging@jellyfin.org>  $( date --rfc-2822 )
+EOF
+    popd
+fi
+
 # Build DEB
 export CONFIG_SITE=/etc/dpkg-cross/cross-config.${ARCH}
 dpkg-buildpackage -us -uc -a armhf --pre-clean --post-clean
diff --git a/deployment/build.windows.amd64 b/deployment/build.windows.amd64
index 39bd41f990..3fabc2cac6 100755
--- a/deployment/build.windows.amd64
+++ b/deployment/build.windows.amd64
@@ -15,7 +15,11 @@ FFMPEG_URL="https://ffmpeg.zeranoe.com/builds/win64/static/${FFMPEG_VERSION}.zip
 pushd ${SOURCE_DIR}
 
 # Get version
-version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+if [[ ${IS_UNSTABLE} == 'yes' ]]; then
+    version="${BUILD_ID}"
+else
+    version="$( grep "version:" ./build.yaml | sed -E 's/version: "([0-9\.]+.*)"/\1/' )"
+fi
 
 output_dir="dist/jellyfin-server_${version}"