diff --git a/appveyor.yml b/appveyor.yml
index acf8bff34..b162db1e3 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -9,12 +9,20 @@ install:
 # Build the binary after tests
 build: false
 
+environment:
+  BINTRAY_USER: "docker-compose-roleuser"
+  BINTRAY_PATH: "docker-compose/master/windows/master/docker-compose-Windows-x86_64.exe"
+
 test_script:
   - "tox -e py27,py34 -- tests/unit"
-
-after_test:
   - ps: ".\\script\\build-windows.ps1"
 
+deploy_script:
+  - "curl -sS
+        -u \"%BINTRAY_USER%:%BINTRAY_API_KEY%\"
+        -X PUT \"https://api.bintray.com/content/%BINTRAY_PATH%?override=1&publish=1\"
+        --data-binary @dist\\docker-compose-Windows-x86_64.exe"
+
 artifacts:
   - path: .\dist\docker-compose-Windows-x86_64.exe
     name: "Compose Windows binary"
diff --git a/script/build-windows.ps1 b/script/build-windows.ps1
index f7fd15897..b35fad6f1 100644
--- a/script/build-windows.ps1
+++ b/script/build-windows.ps1
@@ -29,7 +29,6 @@
 #        .\script\build-windows.ps1
 
 $ErrorActionPreference = "Stop"
-Set-PSDebug -trace 1
 
 # Remove virtualenv
 if (Test-Path venv) {