diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..2531301
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,94 @@
+on:
+  push:
+    branches:
+      - "**"
+    tags:
+      - "v*"
+  pull_request:
+    branches:
+      - master
+
+  workflow_dispatch:
+
+jobs:
+  static:
+    runs-on: ubuntu-latest
+    steps:
+    - name: checkout
+      uses: actions/checkout@v3
+
+    - name: setup python
+      uses: actions/setup-python@v4
+      with:
+        python-version: 3.9
+
+    - name: install test dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install tox
+
+    - name: run tox
+      run: tox
+      env:
+         TOXENV: static
+
+  test:
+    runs-on: ubuntu-20.04
+    strategy:
+      matrix:
+        python-version:
+          - 3.6
+          - 3.7
+          - 3.8
+          - 3.9
+          - 3.10.0
+
+    steps:
+    - name: checkout
+      uses: actions/checkout@v3
+
+    - name: setup python
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: start rabbitmq
+      run: |
+        docker run -d --hostname rabbitmq --name rabbitmq -p 15672:15672 -p 5672:5672 -e RABBITMQ_DEFAULT_USER=guest -e RABBITMQ_DEFAULT_PASS=guest rabbitmq:3.8-management
+
+    - name: install test dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install tox
+
+    - name: run tox
+      run: tox
+      env:
+         TOXENV: py${{ matrix.python-version }}-test
+
+  distribute:
+    runs-on: ubuntu-latest
+    needs:
+      - static
+      - test
+    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+
+    steps:
+    - name: checkout
+      uses: actions/checkout@v3
+
+    - name: setup python
+      uses: actions/setup-python@v4
+      with:
+        python-version: 3.9
+
+    - name: generate distributables
+      run: |
+        pip install wheel
+        python setup.py sdist bdist_wheel
+
+    - name: publish to pypi
+      uses: pypa/gh-action-pypi-publish@release/v1
+      with:
+        user: __token__
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/.travis.yml b/.travis.yml
index 317cad4..d0c2f6a 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -13,6 +13,8 @@ stages:
 
 jobs:
   include:
+  - python: 3.10.0
+    env: DEPS="nameko==3.0.0-rc11"
   - python: 3.6
     env: DEPS="--pre nameko"
   - python: 3.6
diff --git a/Makefile b/Makefile
index f9e5c62..69cbc7a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,6 +6,8 @@ flake8:
 pylint:
 	pylint nameko_tracer -E
 
+static: flake8 pylint
+
 pytest:
-	coverage run --concurrency=eventlet --source nameko_tracer --branch -m pytest tests
+	coverage run --concurrency=eventlet --source nameko_tracer --branch -m nameko test
 	coverage report --show-missing --fail-under=100
diff --git a/nameko_tracer/utils.py b/nameko_tracer/utils.py
index 2d2a96b..05973d6 100644
--- a/nameko_tracer/utils.py
+++ b/nameko_tracer/utils.py
@@ -1,7 +1,12 @@
-import collections
 from importlib import import_module
 import json
 import logging
+import sys
+
+if sys.version_info >= (3, 3):  # pragma: no cover
+    from collections.abc import Iterable  # pylint: disable=E0611,E0401
+else:  # pragma: no cover
+    from collections import Iterable  # pylint: disable=E0611,E0401
 
 import six
 
@@ -31,7 +36,7 @@ def safe_for_serialisation(value):
         return {
             safe_for_serialisation(key): safe_for_serialisation(val)
             for key, val in six.iteritems(value)}
-    if isinstance(value, collections.Iterable):
+    if isinstance(value, Iterable):
         return list(map(safe_for_serialisation, value))
     try:
         return six.text_type(value)
diff --git a/setup.py b/setup.py
index 5e4b4d0..9002ee7 100644
--- a/setup.py
+++ b/setup.py
@@ -3,7 +3,7 @@
 
 setup(
     name='nameko-tracer',
-    version='1.3.0',
+    version='1.4.0',
     description='Nameko extension logging entrypoint processing metrics',
     author='student.com',
     author_email='wearehiring@student.com',
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..196a3df
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,13 @@
+[tox]
+envlist = static, {py3.6,py3.7,py3.8,py3.9,py3.10}-test
+skipsdist = True
+
+[testenv]
+allowlist_externals = make
+
+commands =
+    static: pip install --editable .[dev]
+    static: make static
+
+    test: pip install --editable .[dev]
+    test: make pytest