diff --git a/support/biicode-build.py b/support/biicode-build.py
new file mode 100755
index 00000000..e3939a83
--- /dev/null
+++ b/support/biicode-build.py
@@ -0,0 +1,22 @@
+#!/usr/bin/env python
+# Build the project with Biicode.
+
+import glob, os, shutil
+from download import Downloader
+from subprocess import check_call
+
+os_name = os.environ['TRAVIS_OS_NAME']
+if os_name == 'linux':
+  with Downloader().download('http://www.biicode.com/downloads/latest/ubuntu64') as f:
+    check_call(['sudo', 'dpkg', '-i', f])
+elif os_name == 'osx':
+  with Downloader().download('http://www.biicode.com/downloads/latest/macos') as f:
+    check_call(['sudo', 'installer', '-pkg', f, '-target', '/'])
+
+project_dir = 'biicode_project'
+check_call(['bii', 'init', project_dir])
+cppformat_dir = os.path.join(project_dir, 'blocks/vitaut/cppformat')
+shutil.copytree('.', cppformat_dir, ignore=shutil.ignore_patterns('biicode_project'))
+for f in glob.glob('support/biicode/*'):
+  shutil.copy(f, cppformat_dir)
+check_call(['bii', 'cpp:build'], cwd=project_dir)
diff --git a/support/biicode-build.sh b/support/biicode-build.sh
deleted file mode 100755
index d56faa70..00000000
--- a/support/biicode-build.sh
+++ /dev/null
@@ -1,28 +0,0 @@
-#!/bin/bash
-
-if [ $TRAVIS_OS_NAME == linux ]; then
-    sudo apt-get install libglu1-mesa-dev xorg-dev
-    wget http://www.biicode.com/downloads/latest/ubuntu64
-    mv ubuntu64 bii-ubuntu64.deb
-    (sudo dpkg -i bii-ubuntu64.deb) && sudo apt-get -f install
-    rm bii-ubuntu64.deb
-    wget https://s3.amazonaws.com/biibinaries/thirdparty/cmake-3.0.2-Linux-64.tar.gz
-    tar -xzf cmake-3.0.2-Linux-64.tar.gz
-    sudo cp -fR cmake-3.0.2-Linux-64/* /usr
-    rm -rf cmake-3.0.2-Linux-64
-    rm cmake-3.0.2-Linux-64.tar.gz
-elif [ $TRAVIS_OS_NAME == osx ]; then
-    wget http://www.biicode.com/downloads/latest/macos
-    mv macos macos.pkg
-    sudo installer -pkg macos.pkg -target /
-    rm macos.pkg
-fi
-
-cmake --version
-bii init biicode_project
-mkdir -p ./biicode_project/blocks/vitaut/cppformat
-shopt -s extglob
-mv support/biicode/* biicode_project/blocks/vitaut/cppformat
-mv !(biicode_project|cmake-3.0.2-Darwin64-universal) biicode_project/blocks/vitaut/cppformat
-cd biicode_project
-bii cpp:build