diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml
index 8e1ae933..8dd82d77 100644
--- a/.github/workflows/checks.yml
+++ b/.github/workflows/checks.yml
@@ -5,6 +5,7 @@ jobs:
   checks:
     runs-on: ubuntu-latest
     strategy:
+      fail-fast: false
       matrix:
         include:
         - python-version: 3.8
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 099067f9..6b2fc98f 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -5,9 +5,10 @@ jobs:
   tests:
     runs-on: ${{ matrix.os }}
     strategy:
+      fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-10.15]
-        python-version: [3.7, 3.8, 3.9]
+        python-version: ["3.7", "3.8", "3.9", "3.10"]
 
     steps:
     - uses: actions/checkout@v2
@@ -20,11 +21,6 @@ jobs:
     - name: Install tox
       run: pip install tox
 
-    - name: Install playwright & browsers
-      run: |
-        pip install playwright
-        python -m playwright install
-
     - name: Run tests
       run: tox -e py
 
diff --git a/setup.py b/setup.py
index da669f4d..4d278af6 100644
--- a/setup.py
+++ b/setup.py
@@ -19,12 +19,13 @@
     url="https://github.com/scrapy-plugins/scrapy-playwright",
     packages=["scrapy_playwright"],
     classifiers=[
-        "Development Status :: 1 - Planning",
+        "Development Status :: 3 - Alpha",
         "License :: OSI Approved :: BSD License",
         "Programming Language :: Python",
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
         "Framework :: Scrapy",
         "Intended Audience :: Developers",
         "Topic :: Internet :: WWW/HTTP",
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 00000000..7ab80791
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,30 @@
+"""
+Taken from
+https://github.com/pytest-dev/pytest-asyncio/blob/25cf2b399e00a82b69951474eed074ba26cd0c3b/pytest_asyncio/plugin.py
+
+Modify pytest_pycollect_makeitem to make use of the Function API
+in pytest>=5.4.0 (pytest.Function.from_parent).
+
+In the context of scrapy-playwright, this allows to unpin the outdated pytest<5.4.0 dependency,
+while keeping pytest-asyncio==0.10, as pytest-asyncio>=0.11 currently breaks tests.
+"""
+
+
+import asyncio
+import inspect
+
+import pytest
+
+
+def _is_coroutine(obj):
+    """Check to see if an object is really an asyncio coroutine."""
+    return asyncio.iscoroutinefunction(obj) or inspect.isgeneratorfunction(obj)
+
+
+@pytest.mark.tryfirst
+def pytest_pycollect_makeitem(collector, name, obj):
+    """A pytest hook to collect asyncio coroutines."""
+    if collector.funcnamefilter(name) and _is_coroutine(obj):
+        item = pytest.Function.from_parent(collector, name=name)
+        if "asyncio" in item.keywords:
+            return list(collector._genfunctions(name, obj))
diff --git a/tox.ini b/tox.ini
index 608686c4..c9f8ac6e 100644
--- a/tox.ini
+++ b/tox.ini
@@ -5,11 +5,12 @@ envlist = bandit,black,flake8,typing,py
 deps =
     playwright>=1.8.0a1
     scrapy>=2.0,!=2.4.0
-    pytest<5.4
-    pytest-asyncio<0.11
-    pytest-cov>=2.8
-    pytest-twisted>=1.11
+    pytest==6.2.5
+    pytest-asyncio==0.10
+    pytest-cov==3.0.0
+    pytest-twisted==1.13.4
 commands =
+    playwright install
     py.test --reactor=asyncio \
         --cov-report=term-missing --cov-report=html --cov-report=xml \
         --cov=scrapy_playwright {posargs: scrapy_playwright tests}