diff --git a/.travis.yml b/.travis.yml
index a23697a..59ab47b 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -6,28 +6,27 @@ python:
   - "3.5"
   - "3.6"
 env:
-  - PINNED=TRUE
-  - PINNED=FALSE
+  global:
+    - TEST_DEPS="True"
+  matrix:
+    - DEPS_RESOLVE=""
+    - DEPS_RESOLVE="PINNED"
+    - DEPS_RESOLVE="UNPINNED"
 
 matrix:
   allow_failures:
-    - python: 2.6
-      env: PINNED=FALSE
-    - python: 2.7
-      env: PINNED=FALSE
-    - python: 3.5
-      env: PINNED=FALSE
-    - python: 3.6
-      env: PINNED=FALSE
+    - env: DEPS_RESOLVE="UNPINNED"
 
 install:
-  - if [ "${PINNED}" == "FALSE" ]; then python scripts/unpin.py; fi
+  # Travis already include pytest, need to upgrade it when unpinned
+  - if [[ "${DEPS_RESOLVE}" == "UNPINNED" ]]; then pip install -U pytest; fi
   - pip install -r requirements.txt
-  - pip install -U -r requirements-test.txt
-  - pip install -q coverage coveralls --use-wheel
+  - pip install -q coveralls --use-wheel
+
 script:
-  - py.test --cov=puppetboard --pep8  -v
-  - ./bandit.sh
+  - py.test --cov=puppetboard --pep8 -v
+  - if [ "${TRAVIS_PYTHON_VERSION}" != "2.6" ]; then bandit -r puppetboard; fi
+  - if [ "${TRAVIS_PYTHON_VERSION}" != "2.6" ]; then bandit -r tests; fi
 
 after_success:
   - coveralls
diff --git a/Dockerfile b/Dockerfile
index 87d9cab..615e1af 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,12 +1,14 @@
 FROM python:2.7-alpine
 
 ENV PUPPETBOARD_PORT 80
-ENV PUPPETBOARD_SETTINGS docker_settings.py
-RUN mkdir -p /usr/src/app
-WORKDIR /usr/src/app
+EXPOSE 80
 
-COPY requirements-docker.txt /usr/src/app/
-RUN pip install --no-cache-dir -r requirements-docker.txt
-COPY . /usr/src/app
+ENV PUPPETBOARD_SETTINGS docker_settings.py
+RUN mkdir -p /puppetboard
+WORKDIR /puppetboard
+
+COPY . /puppetboard
+RUN python setup.py install docker
+RUN rm -rf /puppetboard
 
 CMD gunicorn -b 0.0.0.0:${PUPPETBOARD_PORT} --access-logfile=/dev/stdout puppetboard.app:app
diff --git a/bandit.sh b/bandit.sh
deleted file mode 100755
index d54293c..0000000
--- a/bandit.sh
+++ /dev/null
@@ -1,12 +0,0 @@
-#!/bin/bash -xe
-# Runs bandit tests
-
-pyver="$(python -V 2>&1)"
-
-if [[ $pyver =~ Python\ 2\.6 ]]
-then
-    echo 'Bandit does not support python 2.6'
-else
-    bandit -r puppetboard
-    bandit -r tests
-fi
diff --git a/puppetboard/__init__.py b/puppetboard/__init__.py
index e69de29..5f04a96 100644
--- a/puppetboard/__init__.py
+++ b/puppetboard/__init__.py
@@ -0,0 +1,5 @@
+#
+# Pupppetboard
+#
+
+from .version import __version__
diff --git a/puppetboard/app.py b/puppetboard/app.py
index bf03ee4..9dd062e 100644
--- a/puppetboard/app.py
+++ b/puppetboard/app.py
@@ -29,6 +29,8 @@ from puppetboard.dailychart import get_daily_reports_chart
 
 import werkzeug.exceptions as ex
 
+from . import __version__
+
 REPORTS_COLUMNS = [
     {'attr': 'end', 'filter': 'end_time',
      'name': 'End time', 'type': 'datetime'},
@@ -66,6 +68,11 @@ logging.basicConfig(level=numeric_level)
 log = logging.getLogger(__name__)
 
 
+@app.template_global()
+def version():
+    return __version__
+
+
 def stream_template(template_name, **context):
     app.update_template_context(context)
     t = app.jinja_env.get_template(template_name)
diff --git a/puppetboard/templates/layout.html b/puppetboard/templates/layout.html
index 3a40a03..2c445ce 100644
--- a/puppetboard/templates/layout.html
+++ b/puppetboard/templates/layout.html
@@ -87,7 +87,7 @@
           {% endfor %}
         </div>
       </div>
-      <div class="item right"><a href="https://github.com/voxpupuli/puppetboard" target="_blank">v0.2.1</a></div>
+      <div class="item right"><a href="https://github.com/voxpupuli/puppetboard" target="_blank">{{version()}}</a></div>
     </div>
     <div class="ui grid padding-bottom">
       <div class="one wide column"></div>
diff --git a/puppetboard/version.py b/puppetboard/version.py
new file mode 100644
index 0000000..5593202
--- /dev/null
+++ b/puppetboard/version.py
@@ -0,0 +1,5 @@
+#
+# Puppetboard version module
+#
+
+__version__ = '0.3.0.dev0'
diff --git a/requirements-docker.txt b/requirements-docker.txt
deleted file mode 100644
index 2d8f2bb..0000000
--- a/requirements-docker.txt
+++ /dev/null
@@ -1,10 +0,0 @@
-gunicorn==19.6.0
-Flask==0.10.1
-Flask-WTF==0.12
-Jinja2==2.7.2
-MarkupSafe==0.19
-WTForms==2.1
-Werkzeug==0.11.10
-itsdangerous==0.23
-pypuppetdb==0.3.2
-requests==2.6.0
diff --git a/requirements-test.txt b/requirements-test.txt
deleted file mode 100644
index 021a97c..0000000
--- a/requirements-test.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-pep8==1.6.2
-coverage==4.0
-mock==1.3.0
-pytest==3.0.1
-pytest-pep8==1.0.5
-pytest-cov==2.2.1
-pytest-mock==1.5.0
-cov-core==1.15.0
-unittest2==1.1.0; python_version < '2.7'
-bandit
-beautifulsoup4==4.5.3
diff --git a/requirements.txt b/requirements.txt
index 899eb3b..d6e1198 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,9 +1 @@
-Flask==0.10.1
-Flask-WTF==0.12
-Jinja2==2.7.2
-MarkupSafe==0.19
-WTForms==2.1
-Werkzeug==0.11.10
-itsdangerous==0.23
-pypuppetdb==0.3.2
-requests==2.6.0
+-e .
diff --git a/scripts/unpin.py b/scripts/unpin.py
deleted file mode 100644
index 503b93a..0000000
--- a/scripts/unpin.py
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/usr/bin/env python
-
-import glob
-import re
-try:
-    import future.utils
-except:
-    pass
-
-
-for req_file in glob.glob('requirements*.txt'):
-    new_data = []
-    with open(req_file, 'r') as fp:
-        data = fp.readlines()
-        for line in data:
-            new_data.append(re.sub(r'==\d+(\.\d+){0,3}\s+$', '\n', line))
-
-    with open(req_file, 'w') as fp:
-        fp.writelines(new_data)
diff --git a/setup.py b/setup.py
index 80e2051..cb55d46 100644
--- a/setup.py
+++ b/setup.py
@@ -1,15 +1,64 @@
 import sys
 import os
 import codecs
+import re
 
 from setuptools import setup, find_packages
+from puppetboard.version import __version__
+
+install_requires = [
+    "Flask >= 0.10.1",
+    "Flask-WTF >= 0.12, <= 0.13",
+    "WTForms >= 2.0, < 3.0",
+    "pypuppetdb >= 0.3.2, < 0.4.0",
+]
+
+install_pinned_requires = [
+    "Jinja2 >= 2.7.2",
+    "MarkupSafe >= 0.19",
+    "Werkzeug >= 0.11.10",
+    "itsdangerous >= 0.23",
+    "requests == 2.6.0",
+]
+
+tests_require = [
+    "pytest >= 3.0.1",
+    "pytest-pep8 >= 1.0.5",
+    "pytest-cov >= 2.2.1",
+    "pytest-mock >= 1.5.0",
+    "mock >= 1.3.0",
+    "bandit",
+    "beautifulsoup4 >= 4.5.3",
+]
+
+tests_pinned_requires = [
+    "pep8 >= 1.6.2",
+    "coverage >= 4.0",
+    "cov-core >= 1.15.0",
+]
+if sys.version_info < (2, 7):
+    tests_pinned_requires.append("unittest2 >= 1.1.0")
+
+docker_requires = [
+    "gunicorn == 19.6.0",
+]
+
+version_parse = r'^(?P<name>[^\s<=>]+)\s*(?P<pick>[^;]*)(?P<test>(|;.*))$'
 
 
-if sys.argv[-1] == 'publish':
-    os.system('python setup.py sdist upload')
-    sys.exit()
+def unpin(requirements):
+    for i, package in enumerate(requirements):
+        requirements[i] = re.sub(version_parse, r'\g<name> \g<test>', package)
 
-VERSION = "0.2.1"
+
+def pin(requirements):
+    for i, package in enumerate(requirements):
+        match = re.match(version_parse, package)
+        version = re.sub(
+            r'^.*((>=|==)\s*(?P<lower>[^,]+)).*$', r'== \g<lower>',
+            match.group('pick'))
+        requirements[i] = "%s %s%s" % (
+            match.group('name'), version, match.group('test'))
 
 with codecs.open('README.rst', encoding='utf-8') as f:
     README = f.read()
@@ -17,9 +66,42 @@ with codecs.open('README.rst', encoding='utf-8') as f:
 with codecs.open('CHANGELOG.rst', encoding='utf-8') as f:
     CHANGELOG = f.read()
 
+test_deps = False
+if os.environ.get('TEST_DEPS') in ('y', 'true', 'True', 't'):
+    test_deps = True
+deps_resolve = os.environ.get('DEPS_RESOLVE')
+
+for arg in sys.argv[:]:
+    if arg == 'publish':
+        sys.argv = [sys.argv[0], 'sdist', 'upload']
+        break
+    elif arg == 'docker':
+        sys.argv.remove(arg)
+        install_requires.extend(docker_requires)
+    elif arg == 'unpinned':
+        sys.argv.remove(arg)
+        deps_resolve = 'UNPINNED'
+    elif arg == 'pinned':
+        sys.argv.remove(arg)
+        deps_resolve = 'PINNED'
+    elif arg == 'with_test':
+        sys.argv.remove(arg)
+        test_deps = True
+
+if test_deps:
+    install_requires.extend(tests_require)
+
+if deps_resolve == 'UNPINNED':
+    unpin(install_requires)
+elif deps_resolve == 'PINNED':
+    install_requires.extend(install_pinned_requires)
+    if test_deps:
+        install_requires.extend(tests_pinned_requires)
+    pin(install_requires)
+
 setup(
     name='puppetboard',
-    version=VERSION,
+    version=__version__,
     author='Corey Hammerton',
     author_email='corey.hammerton@gmail.com',
     packages=find_packages(),
@@ -29,12 +111,8 @@ setup(
     include_package_data=True,
     long_description='\n'.join((README, CHANGELOG)),
     zip_safe=False,
-    install_requires=[
-        "Flask >= 0.10.1",
-        "Flask-WTF >= 0.12, <= 0.13",
-        "WTForms >= 2.0, < 3.0",
-        "pypuppetdb >= 0.3.0, < 0.4.0",
-    ],
+    install_requires=install_requires,
+    test_requires=tests_require,
     keywords="puppet puppetdb puppetboard",
     classifiers=[
         'Development Status :: 3 - Alpha',
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..3bc9a67
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,12 @@
+[tox]
+envlist = py{26,27,35,36}-{default,pinned,unpinned}
+
+[testenv]
+setenv =
+    TEST_DEPS=True
+    pinned: DEPS_RESOLVE=PINNED
+    unpinned: DEPS_RESOLVE=UNPINNED
+commands=
+    py.test --cov=puppetboard --pep8 -v
+    py{27,35,36}: bandit -r puppetboard
+    py{27,35,36}: bandit -r tests