diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index fbace26c3af..fc08af84850 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -12,7 +12,7 @@ variables:
   - name: versionBuilder
     value: '3.2'
   - name: versionWheels
-    value: '0.5'
+    value: '0.6'
   - group: docker
   - group: wheels
   - group: github
@@ -22,7 +22,7 @@ variables:
 jobs:
 
 - job: 'Wheels'
-  condition: eq(variables['Build.SourceBranchName'], 'dev')
+  condition: or(eq(variables['Build.SourceBranchName'], 'dev'), startsWith(variables['Build.SourceBranch'], 'refs/tags'))
   timeoutInMinutes: 360
   pool:
     vmImage: 'ubuntu-latest'
@@ -44,7 +44,8 @@ jobs:
       sudo apt-get update
       sudo apt-get install -y --no-install-recommends \
         qemu-user-static \
-        binfmt-support
+        binfmt-support \
+        curl
 
       sudo mount binfmt_misc -t binfmt_misc /proc/sys/fs/binfmt_misc
       sudo update-binfmts --enable qemu-arm
@@ -59,40 +60,47 @@ jobs:
   - script: sudo docker pull homeassistant/$(buildArch)-wheels:$(versionWheels)
     displayName: 'Install wheels builder'
   - script: |
-      cp requirements_all.txt requirements_hassio.txt
+      cp requirements_all.txt requirements_wheels.txt
+      if [ "$(Build.SourceBranchName)" == "dev" ]; then
+        curl -s -o requirements_diff.txt https://raw.githubusercontent.com/home-assistant/home-assistant/master/requirements_all.txt
+      else
+        touch requirements_diff.txt
+      fi
 
       # Enable because we can build it
-      sed -i "s|# pytradfri|pytradfri|g" requirements_hassio.txt
-      sed -i "s|# pybluez|pybluez|g" requirements_hassio.txt
-      sed -i "s|# bluepy|bluepy|g" requirements_hassio.txt
-      sed -i "s|# beacontools|beacontools|g" requirements_hassio.txt
-      sed -i "s|# RPi.GPIO|RPi.GPIO|g" requirements_hassio.txt
-      sed -i "s|# raspihats|raspihats|g" requirements_hassio.txt
-      sed -i "s|# rpi-rf|rpi-rf|g" requirements_hassio.txt
-      sed -i "s|# blinkt|blinkt|g" requirements_hassio.txt
-      sed -i "s|# fritzconnection|fritzconnection|g" requirements_hassio.txt
-      sed -i "s|# pyuserinput|pyuserinput|g" requirements_hassio.txt
-      sed -i "s|# evdev|evdev|g" requirements_hassio.txt
-      sed -i "s|# smbus-cffi|smbus-cffi|g" requirements_hassio.txt
-      sed -i "s|# i2csense|i2csense|g" requirements_hassio.txt
-      sed -i "s|# python-eq3bt|python-eq3bt|g" requirements_hassio.txt
-      sed -i "s|# pycups|pycups|g" requirements_hassio.txt
-      sed -i "s|# homekit|homekit|g" requirements_hassio.txt
-      sed -i "s|# decora_wifi|decora_wifi|g" requirements_hassio.txt
-      sed -i "s|# decora|decora|g" requirements_hassio.txt
-      sed -i "s|# PySwitchbot|PySwitchbot|g" requirements_hassio.txt
-      sed -i "s|# pySwitchmate|pySwitchmate|g" requirements_hassio.txt
-      sed -i "s|# face_recognition|face_recognition|g" requirements_hassio.txt
+      requirement_files="requirements_wheels.txt requirements_diff.txt"
 
-      # Disable because of error
-      sed -i "s|insteonplm|# insteonplm|g" requirements_hassio.txt
+      for requirement_file in ${requirement_files}; do
+        sed -i "s|# pytradfri|pytradfri|g" ${requirement_file}
+        sed -i "s|# pybluez|pybluez|g" ${requirement_file}
+        sed -i "s|# bluepy|bluepy|g" ${requirement_file}
+        sed -i "s|# beacontools|beacontools|g" ${requirement_file}
+        sed -i "s|# RPi.GPIO|RPi.GPIO|g" ${requirement_file}
+        sed -i "s|# raspihats|raspihats|g" ${requirement_file}
+        sed -i "s|# rpi-rf|rpi-rf|g" ${requirement_file}
+        sed -i "s|# blinkt|blinkt|g" ${requirement_file}
+        sed -i "s|# fritzconnection|fritzconnection|g" ${requirement_file}
+        sed -i "s|# pyuserinput|pyuserinput|g" ${requirement_file}
+        sed -i "s|# evdev|evdev|g" ${requirement_file}
+        sed -i "s|# smbus-cffi|smbus-cffi|g" ${requirement_file}
+        sed -i "s|# i2csense|i2csense|g" ${requirement_file}
+        sed -i "s|# python-eq3bt|python-eq3bt|g" ${requirement_file}
+        sed -i "s|# pycups|pycups|g" ${requirement_file}
+        sed -i "s|# homekit|homekit|g" ${requirement_file}
+        sed -i "s|# decora_wifi|decora_wifi|g" ${requirement_file}
+        sed -i "s|# decora|decora|g" ${requirement_file}
+        sed -i "s|# PySwitchbot|PySwitchbot|g" ${requirement_file}
+        sed -i "s|# pySwitchmate|pySwitchmate|g" ${requirement_file}
+        sed -i "s|# face_recognition|face_recognition|g" ${requirement_file}
+      done
     displayName: 'Prepare requirements files for Hass.io'
   - script: |
       sudo docker run --rm -v $(pwd):/data:ro -v $(pwd)/.ssh:/root/.ssh:rw \
         homeassistant/$(buildArch)-wheels:$(versionWheels) \
         --apk "build-base;cmake;git;linux-headers;bluez-dev;libffi-dev;openssl-dev;glib-dev;eudev-dev;libxml2-dev;libxslt-dev;libpng-dev;libjpeg-turbo-dev;tiff-dev;autoconf;automake;cups-dev;linux-headers;gmp-dev;mpfr-dev;mpc1-dev;ffmpeg-dev" \
-        --index https://wheels.home-assistant.io \
-        --requirement requirements_hassio.txt \
+        --index $(wheelsIndex) \
+        --requirement requirements_wheels.txt \
+        --requirement-diff requirements_diff.txt \
         --upload rsync \
         --remote wheels@$(wheelsHost):/opt/wheels
     displayName: 'Run wheels build'