diff --git a/.appveyor.yml b/.appveyor.yml
new file mode 100644
index 000000000..6fe1b8bc8
--- /dev/null
+++ b/.appveyor.yml
@@ -0,0 +1,27 @@
+build: off
+
+init:
+  - git config --global core.autocrlf input
+
+install:
+  - cinst jdk8 -params 'installdir=C:\\jdk8'
+  - cinst jdk9 -version 9.0.1.11 -params 'installdir=C:\\jdk9'
+  - SET JAVA_HOME=C:\jdk8
+  - SET PATH=C:\jdk8\bin;%PATH%
+
+  - ps: |
+      Add-Type -AssemblyName System.IO.Compression.FileSystem
+      if (!(Test-Path -Path "C:\sbt" )) {
+        (new-object System.Net.WebClient).DownloadFile(
+          'https://cocl.us/sbt-0.13.16.zip',
+          'C:\sbt-bin.zip'
+        )
+        [System.IO.Compression.ZipFile]::ExtractToDirectory("C:\sbt-bin.zip", "C:\sbt")
+      }
+  - SET PATH=C:\sbt\sbt\bin;%PATH%
+  - SET SBT_OPTS=-XX:MaxPermSize=2g -Xmx4g -Dfile.encoding=UTF8
+
+test_script:
+  - sbt "-Dsbt.build.version=1.0.4" universal:packageBin
+  - unzip target\universal\sbt.zip -d target\freshly-baked\
+  - citest\test.bat
diff --git a/citest/test.bat b/citest/test.bat
new file mode 100644
index 000000000..30365c99d
--- /dev/null
+++ b/citest/test.bat
@@ -0,0 +1,6 @@
+cd "%~dp0"
+
+SET JAVA_HOME=C:\jdk9
+SET PATH=C:\jdk9\bin;%PATH%
+
+"..\target\freshly-baked\sbt\bin\sbt" about