diff --git a/.travis.yml b/.travis.yml
index 9342274..0a7b916 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,10 +4,14 @@ python:
   - "3.5"
   - "3.6"
 
-install:
-  - pip install -r requirements-ci.txt
+matrix:
+  include:
+    - python: 3.7
+      dist: xenial
+      sudo: true
 
-script:
+install: pip install tox-travis flake8
+
+script: tox
   - make syntax
-  - python setup.py develop
-  - make test
+  - tox
diff --git a/Makefile b/Makefile
index f7799df..900a008 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
 syntax:
-	flake8 --exclude=examples/
+	flake8 --exclude=examples/,.tox,.eggs
 
 cov:
 	pytest --cov-report term-missing --cov=aiotask_context -sv tests/test_context.py
diff --git a/aiotask_context/__init__.py b/aiotask_context/__init__.py
index 8265f58..6ad8013 100644
--- a/aiotask_context/__init__.py
+++ b/aiotask_context/__init__.py
@@ -1,8 +1,22 @@
 import asyncio
 import logging
+import sys
 from collections import ChainMap
-from functools import partial
 from copy import deepcopy
+from functools import partial
+
+PY37 = sys.version_info >= (3, 7)
+
+if PY37:
+    def asyncio_current_task(loop=None):
+        """Return the current task or None."""
+        try:
+            return asyncio.current_task(loop)
+        except RuntimeError:
+            # simulate old behaviour
+            return None
+else:
+    asyncio_current_task = asyncio.Task.current_task
 
 
 logger = logging.getLogger(__name__)
@@ -54,7 +68,7 @@ def task_factory(loop, coro, copy_context=False, context_factory=None):
         del task._source_traceback[-1]
 
     try:
-        context = asyncio.Task.current_task(loop=loop).context
+        context = asyncio_current_task(loop=loop).context
     except AttributeError:
         context = None
 
@@ -95,10 +109,11 @@ def get(key, default=None):
     :param default: None by default, returned in case key is not found.
     :return: Value stored inside the dict[key].
     """
-    if not asyncio.Task.current_task():
+    current_task = asyncio_current_task()
+    if not current_task:
         raise ValueError(NO_LOOP_EXCEPTION_MSG.format(key))
 
-    return asyncio.Task.current_task().context.get(key, default)
+    return current_task.context.get(key, default)
 
 
 def set(key, value):
@@ -109,10 +124,11 @@ def set(key, value):
     :param value: value to store inside context[key].
     :raises
     """
-    if not asyncio.Task.current_task():
+    current_task = asyncio_current_task()
+    if not current_task:
         raise ValueError(NO_LOOP_EXCEPTION_MSG.format(key))
 
-    asyncio.Task.current_task().context[key] = value
+    current_task.context[key] = value
 
 
 def clear():
@@ -121,7 +137,8 @@ def clear():
 
     :raises ValueError: if no current task.
     """
-    if not asyncio.Task.current_task():
+    current_task = asyncio_current_task()
+    if not current_task:
         raise ValueError("No event loop found")
 
-    asyncio.Task.current_task().context.clear()
+    current_task.context.clear()
diff --git a/requirements-ci.txt b/requirements-ci.txt
index c8caa48..72f3476 100644
--- a/requirements-ci.txt
+++ b/requirements-ci.txt
@@ -1,5 +1,6 @@
-pytest==3.0.1
-pytest-asyncio==0.4.1
-pytest-cov==2.3.1
-flake8==3.0.4
-uvloop==0.8.0
+pytest==3.8.0
+pytest-randomly==1.2.3
+pytest-asyncio==0.9.0
+pytest-cov==2.6.0
+flake8==3.5.0
+uvloop==0.11.2
diff --git a/tests/conftest.py b/tests/conftest.py
index f50c9aa..f6934d3 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -8,16 +8,22 @@
 
 @pytest.fixture()
 def asyncio_loop():
-    loop = asyncio.get_event_loop_policy().new_event_loop()
+    asyncio.set_event_loop_policy(None)
+    loop = asyncio.get_event_loop()
     yield loop
     loop.close()
+    # restore the virgin state
+    asyncio.set_event_loop_policy(None)
 
 
 @pytest.fixture()
 def uvloop_loop():
-    loop = uvloop.new_event_loop()
+    asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
+    loop = asyncio.get_event_loop()
     yield loop
     loop.close()
+    # restore the virgin state
+    asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
 
 
 @pytest.fixture(params=[
@@ -25,7 +31,7 @@ def uvloop_loop():
     'uvloop_loop'
 ])
 def event_loop(request):
-    return request.getfuncargvalue(request.param)
+    return request.getfixturevalue(request.param)
 
 
 @pytest.fixture(autouse=True)
diff --git a/tests/test_acceptance.py b/tests/test_acceptance.py
index 97047f4..6051c74 100644
--- a/tests/test_acceptance.py
+++ b/tests/test_acceptance.py
@@ -28,7 +28,8 @@ def dummy2(a, b):
 def dummy1(n_tasks):
     context.set("key", str(uuid.uuid4()))
     tasks = [
-        asyncio.ensure_future(dummy2(id(asyncio.Task.current_task()), n)) for n in range(n_tasks)]
+        asyncio.ensure_future(
+            dummy2(id(context.asyncio_current_task()), n)) for n in range(n_tasks)]
     results = yield from asyncio.gather(*tasks)
     info = defaultdict(list)
     for taskid, n, key in results:
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..93fcbbb
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,35 @@
+[tox]
+skipsdist = True
+envlist =
+    setup
+    py35
+    py36
+    py37
+    report
+
+[testenv:setup]
+deps = coverage
+setenv =
+    COVERAGE_FILE = .coverage
+commands =
+    coverage erase
+
+[testenv]
+setenv =
+    COVERAGE_FILE = .coverage.{envname}
+deps =
+    coverage
+    pytest
+commands =
+    pip install -e .
+    pip install -r requirements-ci.txt
+    coverage run --source aiotask_context -m pytest
+
+[testenv:report]
+deps = coverage
+setenv =
+    COVERAGE_FILE = .coverage
+commands =
+    coverage combine
+    coverage report -m
+    coverage xml