diff --git a/runner.py b/runner.py
new file mode 100755
index 0000000..d088d9b
--- /dev/null
+++ b/runner.py
@@ -0,0 +1,102 @@
+#!/usr/bin/env python3
+
+import argparse
+import shutil
+from subprocess import call, Popen, PIPE
+import sys
+import os
+
+def query_yes_no(question, default=None):
+    """
+    Queries the user for a decision.
+    """
+
+    if default is None:
+        prompt = ' [y/n]'
+    elif default.lower() == 'yes':
+        prompt = ' [Y/n]'
+    elif default.lower() == 'no':
+        prompt = ' [y/N]'
+    else:
+        raise ValueError('Invalid default answer {}'.format(default))
+
+    while True:
+        print(question, prompt, end='')
+        choice = input().lower()
+        if 'yes'.find(choice) == 0:
+            return True
+        elif 'no'.find(choice) == 0:
+            return False
+
+def create_dir(filename):
+    """
+    Create the directory denoted by filename, if it doesn't exists. Ask for its
+    removal if it exists.
+    """
+    try:
+        os.makedirs(filename)
+    except FileExistsError:
+        if not query_yes_no('Folder exists, remove?', default='yes'):
+            return False
+        shutil.rmtree(filename)
+        os.makedirs(filename)
+    return True
+
+class cd:
+    """Context manager for changing the current working directory"""
+    def __init__(self, newPath):
+        self.newPath = os.path.expanduser(newPath)
+
+    def __enter__(self):
+        self.savedPath = os.getcwd()
+        os.chdir(self.newPath)
+
+    def __exit__(self, etype, value, traceback):
+        os.chdir(self.savedPath)
+
+def main():
+    parser = argparse.ArgumentParser('Build and run experiments.')
+    parser.add_argument('path', type=str, default='.', nargs='?',
+                        help='Base path of the experiments')
+
+    args = parser.parse_args()
+
+    with cd(args.path):
+        result = call(['make'])
+        if result is not 0 and result is not 2:
+            print('Failed building the experiments!', file=sys.stderr)
+            sys.exit(1)
+
+        if not create_dir('results'):
+            sys.exit(1)
+
+        for experiment in os.listdir():
+            if experiment == 'results' or not os.path.isdir(experiment):
+                continue
+
+            with open(os.path.join('results', experiment + '.out'), 'w') as of:
+                with cd(experiment):
+                    try:
+                        p = Popen(['./' + experiment], stdout=of)
+                        p.wait()
+                    except Exception as e:
+                        print(e)
+                        print('Failed running experiment: {}', experiment,
+                              file=sys.stderr)
+                        sys.exit(1)
+
+
+    #        with cd(experiment):
+    #            try:
+    #                p = Popen(['./' + experiment], stdout=PIPE)
+    #                out, err = p.communicate()
+    #            except Exception as e:
+    #                print(e)
+    #                print('Failed running experiment: {}', experiment,
+    #                      file=sys.stderr)
+    #                sys.exit(1)
+    #        with open(os.path.join('results', experiment + '.out'), 'w') as of:
+    #            of.write(str(out))
+
+if __name__ == '__main__':
+    main()