diff --git a/appveyor.yml b/appveyor.yml
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+image: Visual Studio 2017
+version: '{branch}-{build}'
+
+platform:
+  - x64
+#  TODO: For x86, we also need to change the cmake generator below and possibly the dokan installation
+#  - x86
+#  - Any CPU
+
+configuration:
+  - Debug
+  - RelWithDebInfo
+
+install:
+  - choco install -y curl
+  - choco install -y dokany --installargs ADDLOCAL=DokanDevFeature,DokanLibBFeature,DokanPDBFeature
+  - cmake --version
+
+build_script:
+  - cmd: mkdir build
+  - cmd: cd build
+  - cmake .. -G "Visual Studio 15 2017 Win64" -DBUILD_TESTING=on -DBOOST_ROOT=C:\Libraries\boost_1_65_1 -DCURL_LIBRARY=C:\ProgramData\chocolatey\lib\curl\tools\curl-7.61.1-win64-mingw\lib\libcurl.dll.a -DCURL_INCLUDE_DIR=C:\ProgramData\chocolatey\lib\curl\tools\curl-7.61.1-win64-mingw\include -DDOKAN_LIB_PATH="C:\Program Files\Dokan\DokanLibrary-1.1.0"
+  # TODO Make build parallel
+  - cmd: cmake --build . --config %CONFIGURATION%
+  - cmd: .\test\gitversion\%CONFIGURATION%\gitversion-test.exe
+  - cmd: cd .\test\cpp-utils\%CONFIGURATION%\ && .\cpp-utils-test.exe && cd ..\..\..
+  #- cmd: .\test\fspp\%CONFIGURATION%\fspp-test.exe
+  - cmd: .\test\parallelaccessstore\%CONFIGURATION%\parallelaccessstore-test.exe
+  - cmd: .\test\blockstore\%CONFIGURATION%\blockstore-test.exe
+  - cmd: .\test\blobstore\%CONFIGURATION%\blobstore-test.exe
+  #- cmd: .\test\cryfs\%CONFIGURATION%\cryfs-test.exe
+  #- cmd: .\test\cryfs-cli\%CONFIGURATION%\cryfs-cli-test.exe