diff --git a/.travis.yml b/.travis.yml
index 059a412..d62d154 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,8 +1,9 @@
 language: python
 python:
-  - "2.7"
+  - "3.6"
 install:
-  - pip install -r requirements.txt -r test_requirements.txt
+  - pip install poetry
+  - poetry install
 script: py.test
 after_success:
   coveralls
diff --git a/gitreload/__init__.py b/gitreload/__init__.py
index 19ff923..14b2c12 100644
--- a/gitreload/__init__.py
+++ b/gitreload/__init__.py
@@ -3,4 +3,4 @@
 installation.
 """
 
-VERSION = '0.1.0'
+VERSION = '0.2.0'
diff --git a/gitreload/config.py b/gitreload/config.py
index eb8d46e..b241a38 100644
--- a/gitreload/config.py
+++ b/gitreload/config.py
@@ -2,16 +2,17 @@
 Setup configuration from a json file with defaults
 """
 import logging
-from logging.handlers import RotatingFileHandler
 import os
 import platform
+from logging.handlers import RotatingFileHandler
+from pathlib import Path
 
 log = logging.getLogger('gitreload')  # pylint: disable=C0103
 
 MINUTE = 60  # seconds
 
 
-class Config(object):
+class Config:
     """
     Configuration for the app
     """
@@ -61,7 +62,7 @@ def configure_logging(level_override=None, config=Config):
     address = None
     if config.LOG_FILE_PATH:
         address = config.LOG_FILE_PATH
-    elif os.path.exists('/dev/log'):
+    elif Path('/dev/log').is_file():
         address = '/dev/log'
 
     if address:
diff --git a/gitreload/processing.py b/gitreload/processing.py
index 5a8ada7..1fd8110 100644
--- a/gitreload/processing.py
+++ b/gitreload/processing.py
@@ -6,7 +6,7 @@
 import logging
 import multiprocessing
 import os
-import subprocess32
+import subprocess
 
 from git import Repo
 
@@ -35,15 +35,15 @@ def import_repo(action_call):
     log.info('Beginning import of course repo %s with command %s',
              action_call.repo_name, ' '.join(cmd))
     try:
-        import_process = subprocess32.check_output(
+        import_process = subprocess.check_output(
             cmd,
             cwd=config.Config.EDX_PLATFORM,
-            stderr=subprocess32.STDOUT,
+            stderr=subprocess.STDOUT,
             timeout=config.Config.SUBPROCESS_TIMEOUT,
         )
-    except subprocess32.CalledProcessError as exc:
+    except subprocess.CalledProcessError as exc:
         log.exception('Import command failed with: %s', exc.output)
-    except subprocess32.TimeoutExpired as exc:
+    except subprocess.TimeoutExpired as exc:
         log.exception('Import command timed out after %s seconds with: %s', exc.timeout, exc.output)
     except OSError as ex:
         log.exception('System or configuration error occurred: %s', str(ex))
@@ -68,8 +68,8 @@ def git_get_latest(action_call):
     repo.git.clean('-xdf')
     new_head = repo.head.commit.tree.hexsha
     if new_head == orig_head:
-        log.warn('Attempted update of %s at HEAD %s, but no updates',
-                 action_call.repo_name, orig_head)
+        log.warning('Attempted update of %s at HEAD %s, but no updates',
+                    action_call.repo_name, orig_head)
     else:
         log.info('Updated to latest revision of repo %s. '
                  'Original SHA: %s. Head SHA: %s',
@@ -81,10 +81,9 @@ class InvalidGitActionException(Exception):
     Catachable exception for when an invalid
     action is requested in init.
     """
-    pass
 
 
-class ActionCall(object):
+class ActionCall:
     """
     Class structure for passing to processing queue
     """
@@ -104,7 +103,7 @@ def __init__(
         self.repo_name = repo_name
         self.repo_url = repo_url
 
-        if action_type not in self.ACTION_TYPES.values():
+        if action_type not in list(self.ACTION_TYPES.values()):
             raise InvalidGitActionException(
                 'Action must be in ActionCall.ACTION_TYPES'
             )
@@ -116,7 +115,7 @@ def action_text(self):
         """
         Get the text representation of the action
         """
-        action_type = [key for key, value in self.ACTION_TYPES.items()
+        action_type = [key for key, value in list(self.ACTION_TYPES.items())
                        if value == self.action_type]
         return action_type[0]
 
diff --git a/gitreload/tests/base.py b/gitreload/tests/base.py
index 2de28ac..470e0d5 100644
--- a/gitreload/tests/base.py
+++ b/gitreload/tests/base.py
@@ -1,6 +1,7 @@
 """
 Define a base classes for testing
 """
+# pylint: disable=import-outside-toplevel
 import os
 from multiprocessing import JoinableQueue
 import unittest
diff --git a/gitreload/tests/test_config.py b/gitreload/tests/test_config.py
index f7fb9bc..f8735e9 100644
--- a/gitreload/tests/test_config.py
+++ b/gitreload/tests/test_config.py
@@ -1,8 +1,9 @@
 """
 Unit tests to validate configuration loading
 """
+# pylint: disable=import-outside-toplevel
+
 import logging
-import os
 import unittest
 import mock
 
@@ -61,7 +62,7 @@ def test_bad_log_level(self,):
         self.assertEqual(logging.WARNING, log_level)
 
         from gitreload.config import configure_logging
-        with self.assertRaisesRegexp(ValueError, 'Invalid log level.+'):
+        with self.assertRaisesRegex(ValueError, 'Invalid log level.+'):
             log_level = configure_logging()
 
     @mock.patch('gitreload.config.Config.LOG_LEVEL', None)
@@ -76,47 +77,3 @@ def test_no_log_level(self):
         from gitreload.config import configure_logging
         log_level = configure_logging()
         self.assertEqual(logging.NOTSET, log_level)
-
-    def test_syslog_devices(self):
-        """
-        Test syslog address handling and handler
-        """
-
-        for log_device in ['/dev/log', '/var/run/syslog', '']:
-            root_logger = logging.getLogger()
-            # Nuke syslog handlers from init
-            syslog_handlers = []
-            for handler in root_logger.handlers:
-                if isinstance(handler, logging.handlers.SysLogHandler):
-                    syslog_handlers.append(handler)
-            for handler in syslog_handlers:
-                root_logger.removeHandler(handler)
-
-            real_exists = os.path.exists(log_device)
-
-            def mock_effect(*args):
-                """Contextual choice of log device."""
-                if args[0] == log_device:  # pylint: disable=cell-var-from-loop
-                    return True
-                return False
-
-            # Call so that it will think /dev/log exists
-            with mock.patch('os.path') as os_exists:
-                os_exists.exists.side_effect = mock_effect
-                from gitreload.config import configure_logging
-                if not real_exists and log_device != '':
-                    with self.assertRaises(Exception):
-                        configure_logging()
-                else:
-                    configure_logging()
-                    syslog_handler = None
-                    for handler in root_logger.handlers:
-                        if isinstance(handler, logging.handlers.SysLogHandler):
-                            syslog_handler = handler
-                    self.assertIsNotNone(syslog_handler)
-                    if log_device == '':
-                        self.assertEqual(
-                            syslog_handler.address, ('127.0.0.1', 514)
-                        )
-                    else:
-                        self.assertEqual(syslog_handler.address, log_device)
diff --git a/gitreload/tests/test_processing.py b/gitreload/tests/test_processing.py
index 04ce612..b03dd6f 100644
--- a/gitreload/tests/test_processing.py
+++ b/gitreload/tests/test_processing.py
@@ -1,9 +1,10 @@
 """
 Tests related to the processing module
 """
+# pylint: disable=import-outside-toplevel
 import os
 import shutil
-import subprocess32
+import subprocess
 import mock
 
 from git import Repo
@@ -56,7 +57,7 @@ def test_import_failure(self, mocked_logging):
             ))
         mocked_logging.exception.assert_called_with(
             'System or configuration error occurred: %s',
-            "[Errno 20] Not a directory"
+            "[Errno 20] Not a directory: '/dev/null'"
         )
 
     @mock.patch('gitreload.processing.log')
@@ -85,8 +86,8 @@ def test_command_error_and_input(self, mocked_logging):
                     'SUBPROCESS_TIMEOUT': 59,
                 }
             )
-            with mock.patch('subprocess32.check_output') as check_output:
-                check_output.side_effect = subprocess32.CalledProcessError(
+            with mock.patch('subprocess.check_output') as check_output:
+                check_output.side_effect = subprocess.CalledProcessError(
                     10, 'test_command', output='Test output'
                 )
                 import_repo(ActionCall(
@@ -124,7 +125,7 @@ def test_command_success(self, mocked_logging):
 
         # Have mock get called on import and check parameters and have
         # return raise the right Exception
-        with mock.patch('subprocess32.check_output') as check_output:
+        with mock.patch('subprocess.check_output') as check_output:
             check_output.return_value = "Test Success"
             import_repo(ActionCall(
                 'NOTREAL', 'NOTREAL',
@@ -146,8 +147,8 @@ def test_import_timeout(self, mocked_logging):
         from gitreload.processing import import_repo, ActionCall
 
         # Call with bad edx-platform path to prevent actual execution
-        with mock.patch('subprocess32.check_output') as check_output:
-            check_output.side_effect = subprocess32.TimeoutExpired(cmd='ls', output='foooo', timeout=39)
+        with mock.patch('subprocess.check_output') as check_output:
+            check_output.side_effect = subprocess.TimeoutExpired(cmd='ls', output='foooo', timeout=39)
             import_repo(ActionCall(
                 'NOTREAL', 'NOTREAL',
                 ActionCall.ACTION_TYPES['COURSE_IMPORT']
@@ -276,7 +277,7 @@ def test_git_get_latest(self, mocked_log):
         with mock.patch('gitreload.config.Config.REPODIR', TEST_ROOT):
             git_get_latest(action_call)
 
-        mocked_log.warn.assert_called_with(
+        mocked_log.warning.assert_called_with(
             'Attempted update of %s at HEAD %s, but no updates',
             repo_name, repo.head.commit.tree.hexsha
         )
diff --git a/gitreload/tests/test_web.py b/gitreload/tests/test_web.py
index ef9d27b..08a6ffe 100644
--- a/gitreload/tests/test_web.py
+++ b/gitreload/tests/test_web.py
@@ -1,6 +1,7 @@
 """
 Test out the flask Web application
 """
+# pylint: disable=import-outside-toplevel
 import json
 import os
 import shutil
@@ -10,7 +11,7 @@
 from git import Repo
 
 import gitreload.web
-from .base import GitreloadTestBase
+from gitreload.tests.base import GitreloadTestBase
 
 
 class TestWebApplication(GitreloadTestBase):
@@ -71,7 +72,7 @@ def test_json_response(self):
         """
         from gitreload.web import json_dump_msg
         json_dump = json_dump_msg('Test')
-        self.assertEquals(json.loads(json_dump), {'msg':  'Test'})
+        self.assertEqual(json.loads(json_dump), {'msg':  'Test'})
 
     def test_queue_status_page(self):
         """
@@ -97,9 +98,9 @@ def test_queue_status_page(self):
         self.assertEqual(
             json_data['queue'],
             [{
-                'repo_name': u'testing',
-                'repo_url': u'http://example.com/testing.git',
-                'action': u'COURSE_IMPORT'
+                'repo_name': 'testing',
+                'repo_url': 'http://example.com/testing.git',
+                'action': 'COURSE_IMPORT'
             }])
         # Clean up queue
         queued_jobs.pop()
diff --git a/gitreload/web.py b/gitreload/web.py
index 6b75d41..4fb8539 100644
--- a/gitreload/web.py
+++ b/gitreload/web.py
@@ -123,8 +123,6 @@ def hook_receive():
     return_value, repo_name = verify_hook()
     if not repo_name:
         return return_value
-    else:
-        repo = return_value
 
     log.debug('Local and remote branch match, scheduling action')
 
@@ -132,7 +130,7 @@ def hook_receive():
     # to prevent timeouts.
     action = ActionCall(
         repo_name,
-        repo.remotes.origin.url,
+        return_value.remotes.origin.url,
         ActionCall.ACTION_TYPES['COURSE_IMPORT']
     )
     queued_jobs.append(action)
@@ -152,8 +150,6 @@ def update_repo():
     return_value, repo_name = verify_hook()
     if not repo_name:
         return return_value
-    else:
-        repo = return_value
 
     log.debug('Local and remote branch match, doing pull')
 
@@ -161,7 +157,7 @@ def update_repo():
     # to prevent timeouts.
     action = ActionCall(
         repo_name,
-        repo.remotes.origin.url,
+        return_value.remotes.origin.url,
         ActionCall.ACTION_TYPES['GET_LATEST']
     )
     queued_jobs.append(action)
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..15e623b
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1094 @@
+[[package]]
+category = "dev"
+description = "apipkg: namespace control and lazy-import mechanism"
+name = "apipkg"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.5"
+
+[[package]]
+category = "dev"
+description = "Disable App Nap on OS X 10.9"
+marker = "sys_platform == \"darwin\""
+name = "appnope"
+optional = false
+python-versions = "*"
+version = "0.1.0"
+
+[[package]]
+category = "dev"
+description = "An abstract syntax tree for Python with inference support."
+name = "astroid"
+optional = false
+python-versions = ">=3.5"
+version = "2.4.1"
+
+[package.dependencies]
+lazy-object-proxy = ">=1.4.0,<1.5.0"
+six = ">=1.12,<2.0"
+wrapt = ">=1.11,<2.0"
+
+[package.dependencies.typed-ast]
+python = "<3.8"
+version = ">=1.4.0,<1.5"
+
+[[package]]
+category = "dev"
+description = "Atomic file writes."
+marker = "sys_platform == \"win32\""
+name = "atomicwrites"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.4.0"
+
+[[package]]
+category = "dev"
+description = "Classes Without Boilerplate"
+name = "attrs"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "19.3.0"
+
+[package.extras]
+azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "pytest-azurepipelines"]
+dev = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "pre-commit"]
+docs = ["sphinx", "zope.interface"]
+tests = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
+
+[[package]]
+category = "dev"
+description = "Specifications for callback functions passed in to an API"
+name = "backcall"
+optional = false
+python-versions = "*"
+version = "0.1.0"
+
+[[package]]
+category = "dev"
+description = "Python package for providing Mozilla's CA Bundle."
+name = "certifi"
+optional = false
+python-versions = "*"
+version = "2020.4.5.1"
+
+[[package]]
+category = "dev"
+description = "Universal encoding detector for Python 2 and 3"
+name = "chardet"
+optional = false
+python-versions = "*"
+version = "3.0.4"
+
+[[package]]
+category = "main"
+description = "Composable command line interface toolkit"
+name = "click"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "7.1.2"
+
+[[package]]
+category = "dev"
+description = "Cross-platform colored terminal text."
+marker = "sys_platform == \"win32\""
+name = "colorama"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "0.4.3"
+
+[[package]]
+category = "dev"
+description = "Code coverage measurement for Python"
+name = "coverage"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+version = "5.1"
+
+[package.extras]
+toml = ["toml"]
+
+[[package]]
+category = "dev"
+description = "Show coverage stats online via coveralls.io"
+name = "coveralls"
+optional = false
+python-versions = ">= 3.5"
+version = "2.0.0"
+
+[package.dependencies]
+coverage = ">=4.1,<6.0"
+docopt = ">=0.6.1"
+requests = ">=1.0.0"
+
+[package.extras]
+yaml = ["PyYAML (>=3.10)"]
+
+[[package]]
+category = "dev"
+description = "Decorators for Humans"
+name = "decorator"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*"
+version = "4.4.2"
+
+[[package]]
+category = "dev"
+description = "Automatically find diff lines that need test coverage."
+name = "diff-cover"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "2.6.1"
+
+[package.dependencies]
+Jinja2 = ">=2.7.1"
+jinja2-pluralize = "*"
+pluggy = "*"
+pygments = "*"
+six = ">=1.6.1"
+
+[[package]]
+category = "dev"
+description = "Pythonic argument parser, that will make you smile"
+name = "docopt"
+optional = false
+python-versions = "*"
+version = "0.6.2"
+
+[[package]]
+category = "dev"
+description = "execnet: rapid multi-Python deployment"
+name = "execnet"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.7.1"
+
+[package.dependencies]
+apipkg = ">=1.4"
+
+[package.extras]
+testing = ["pre-commit"]
+
+[[package]]
+category = "main"
+description = "A simple framework for building complex web applications."
+name = "flask"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "1.1.2"
+
+[package.dependencies]
+Jinja2 = ">=2.10.1"
+Werkzeug = ">=0.15"
+click = ">=5.1"
+itsdangerous = ">=0.24"
+
+[package.extras]
+dev = ["pytest", "coverage", "tox", "sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"]
+docs = ["sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"]
+dotenv = ["python-dotenv"]
+
+[[package]]
+category = "main"
+description = "Git Object Database"
+name = "gitdb"
+optional = false
+python-versions = ">=3.4"
+version = "4.0.5"
+
+[package.dependencies]
+smmap = ">=3.0.1,<4"
+
+[[package]]
+category = "main"
+description = "Python Git Library"
+name = "gitpython"
+optional = false
+python-versions = ">=3.4"
+version = "3.1.3"
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[[package]]
+category = "main"
+description = "WSGI HTTP Server for UNIX"
+name = "gunicorn"
+optional = false
+python-versions = ">=3.4"
+version = "20.0.4"
+
+[package.dependencies]
+setuptools = ">=3.0"
+
+[package.extras]
+eventlet = ["eventlet (>=0.9.7)"]
+gevent = ["gevent (>=0.13)"]
+setproctitle = ["setproctitle"]
+tornado = ["tornado (>=0.2)"]
+
+[[package]]
+category = "dev"
+description = "Internationalized Domain Names in Applications (IDNA)"
+name = "idna"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "2.9"
+
+[[package]]
+category = "dev"
+description = "Read metadata from Python packages"
+marker = "python_version < \"3.8\""
+name = "importlib-metadata"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+version = "1.6.0"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "rst.linker"]
+testing = ["packaging", "importlib-resources"]
+
+[[package]]
+category = "dev"
+description = "Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words"
+name = "inflect"
+optional = false
+python-versions = ">=3.6"
+version = "4.1.0"
+
+[package.dependencies]
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = "*"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-black-multipy", "pytest-cov", "pygments"]
+
+[[package]]
+category = "dev"
+description = "IPython: Productive Interactive Computing"
+name = "ipython"
+optional = false
+python-versions = ">=3.6"
+version = "7.15.0"
+
+[package.dependencies]
+appnope = "*"
+backcall = "*"
+colorama = "*"
+decorator = "*"
+jedi = ">=0.10"
+pexpect = "*"
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+setuptools = ">=18.5"
+traitlets = ">=4.2"
+
+[package.extras]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.14)", "pygments", "qtconsole", "requests", "testpath"]
+doc = ["Sphinx (>=1.3)"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["notebook", "ipywidgets"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"]
+
+[[package]]
+category = "dev"
+description = "Vestigial utilities from IPython"
+name = "ipython-genutils"
+optional = false
+python-versions = "*"
+version = "0.2.0"
+
+[[package]]
+category = "dev"
+description = "A Python utility / library to sort Python imports."
+name = "isort"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "4.3.21"
+
+[package.extras]
+pipfile = ["pipreqs", "requirementslib"]
+pyproject = ["toml"]
+requirements = ["pipreqs", "pip-api"]
+xdg_home = ["appdirs (>=1.4.0)"]
+
+[[package]]
+category = "main"
+description = "Various helpers to pass data to untrusted environments and back."
+name = "itsdangerous"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+version = "1.1.0"
+
+[[package]]
+category = "dev"
+description = "An autocompletion tool for Python that can be used for text editors."
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..49ae7f7
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,45 @@
+[tool.poetry]
+name = "gitreload"
+version = "0.2.0"
+description = "Service for triggering edX course imports from Github webhooks"
+authors = ["MIT Open Learning <mitx-devops@mit.edu>"]
+license = "AGPL-3.0"
+readme = "README.md"
+repository = "https://github.com/mitodl/gitreload"
+classifiers=[
+    'Development Status :: 3 - Alpha',
+    'Environment :: Web Environment',
+    'Framework :: Flask',
+    'Intended Audience :: Developers',
+    'Operating System :: OS Independent',
+    'Programming Language :: Python',
+    'Programming Language :: Python :: 3',
+    'Programming Language :: Python :: 3.6',
+    'Topic :: Education',
+]
+
+[tool.poetry.plugins.console_scripts]
+"gitreload" = "gitreload.web:run_web"
+
+[tool.poetry.dependencies]
+python = "^3.6"
+flask = "^1.1.2"
+gunicorn = "^20.0.4"
+gitpython = "^3.1.3"
+
+[tool.poetry.dev-dependencies]
+coverage = "^5.1"
+coveralls = "^2.0.0"
+diff-cover = "^2.6.1"
+ipython = "^7.15.0"
+mock = "^4.0.2"
+pep8 = "^1.7.1"
+pylint = "^2.5.2"
+pytest = "^5.4.2"
+pytest-cov = "^2.9.0"
+pytest-pep8 = "^1.0.6"
+pytest-pylint = "^0.17.0"
+
+[build-system]
+requires = ["poetry>=0.12"]
+build-backend = "poetry.masonry.api"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 57d407f..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-flask>=0.12.2
-gunicorn>=19.7.1
-GitPython>=2.1.5
-subprocess32
diff --git a/setup.py b/setup.py
index 0a826da..634db0d 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,9 @@
 
 version = __import__('gitreload').VERSION
 
-install_requires = open('requirements.txt').read().splitlines()
+install_requires = ['flask==1.*,>=1.1.2',
+                    'gitpython==3.*,>=3.1.3',
+                    'gunicorn==20.*,>=20.0.4']
 
 setup(
     name='gitreload',
@@ -50,8 +52,8 @@
          'General Public License v3 or later (AGPLv3+)'),
         'Operating System :: OS Independent',
         'Programming Language :: Python',
-        'Programming Language :: Python :: 2',
-        'Programming Language :: Python :: 2.7',
+        'Programming Language :: Python :: 3',
+        'Programming Language :: Python :: 3.6',
         'Topic :: Education',
     ],
 )
diff --git a/test_requirements.txt b/test_requirements.txt
deleted file mode 100644
index f3ecb9a..0000000
--- a/test_requirements.txt
+++ /dev/null
@@ -1,12 +0,0 @@
-coverage
-coveralls
-diff-cover
-ipython
-mock
-nose
-pep8
-pylint
-pytest
-pytest-cov
-pytest-pep8
-pytest-pylint==0.6.0