diff --git a/.github/workflows/python-test-publish.yml b/.github/workflows/python-test-publish.yml
new file mode 100644
index 0000000..17c35ae
--- /dev/null
+++ b/.github/workflows/python-test-publish.yml
@@ -0,0 +1,35 @@
+name: Python Test
+
+on:
+    push:
+        branches:
+        - main
+    pull_request:
+        branches:
+        - main
+
+jobs:
+    build:
+        runs-on: ubuntu-latest
+        strategy:
+            matrix:
+                python-version: ["3.9", ]
+        steps:
+        - uses: actions/checkout@v4
+        - name: Set up Python ${{ matrix.python-version }}
+          uses: actions/setup-python@v5
+          with:
+            python-version: ${{ matrix.python-version }}
+        - name: Install dependencies
+          run: |
+            python -m pip install --upgrade pip
+            pip install poetry
+            poetry install --with dev
+        - name: Run tests
+          run: |
+            poetry run pytest --cov=qandle --cov-report=html -W error  -W ignore::PendingDeprecationWarning:semantic_version.base -W ignore::DeprecationWarning  -W ignore::pytest_cov.plugin.CovDisabledWarning
+        - name: Check formatting
+          run: |
+            poetry run ruff check --output-format=github
+
+    
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index 2b5454b..3ea841f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2047,6 +2047,33 @@ files = [
     {file = "rpds_py-0.19.1.tar.gz", hash = "sha256:31dd5794837f00b46f4096aa8ccaa5972f73a938982e32ed817bb520c465e520"},
 ]
 
+[[package]]
+name = "ruff"
+version = "0.5.5"
+description = "An extremely fast Python linter and code formatter, written in Rust."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ruff-0.5.5-py3-none-linux_armv6l.whl", hash = "sha256:605d589ec35d1da9213a9d4d7e7a9c761d90bba78fc8790d1c5e65026c1b9eaf"},
+    {file = "ruff-0.5.5-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:00817603822a3e42b80f7c3298c8269e09f889ee94640cd1fc7f9329788d7bf8"},
+    {file = "ruff-0.5.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:187a60f555e9f865a2ff2c6984b9afeffa7158ba6e1eab56cb830404c942b0f3"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe26fc46fa8c6e0ae3f47ddccfbb136253c831c3289bba044befe68f467bfb16"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4ad25dd9c5faac95c8e9efb13e15803cd8bbf7f4600645a60ffe17c73f60779b"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f70737c157d7edf749bcb952d13854e8f745cec695a01bdc6e29c29c288fc36e"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:cfd7de17cef6ab559e9f5ab859f0d3296393bc78f69030967ca4d87a541b97a0"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a09b43e02f76ac0145f86a08e045e2ea452066f7ba064fd6b0cdccb486f7c3e7"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d0b856cb19c60cd40198be5d8d4b556228e3dcd545b4f423d1ad812bfdca5884"},
+    {file = "ruff-0.5.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3687d002f911e8a5faf977e619a034d159a8373514a587249cc00f211c67a091"},
+    {file = "ruff-0.5.5-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:ac9dc814e510436e30d0ba535f435a7f3dc97f895f844f5b3f347ec8c228a523"},
+    {file = "ruff-0.5.5-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:af9bdf6c389b5add40d89b201425b531e0a5cceb3cfdcc69f04d3d531c6be74f"},
+    {file = "ruff-0.5.5-py3-none-musllinux_1_2_i686.whl", hash = "sha256:d40a8533ed545390ef8315b8e25c4bb85739b90bd0f3fe1280a29ae364cc55d8"},
+    {file = "ruff-0.5.5-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:cab904683bf9e2ecbbe9ff235bfe056f0eba754d0168ad5407832928d579e7ab"},
+    {file = "ruff-0.5.5-py3-none-win32.whl", hash = "sha256:696f18463b47a94575db635ebb4c178188645636f05e934fdf361b74edf1bb2d"},
+    {file = "ruff-0.5.5-py3-none-win_amd64.whl", hash = "sha256:50f36d77f52d4c9c2f1361ccbfbd09099a1b2ea5d2b2222c586ab08885cf3445"},
+    {file = "ruff-0.5.5-py3-none-win_arm64.whl", hash = "sha256:3191317d967af701f1b73a31ed5788795936e423b7acce82a2b63e26eb3e89d6"},
+    {file = "ruff-0.5.5.tar.gz", hash = "sha256:cc5516bdb4858d972fbc31d246bdb390eab8df1a26e2353be2dbc0c2d7f5421a"},
+]
+
 [[package]]
 name = "rustworkx"
 version = "0.15.1"
@@ -2663,4 +2690,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "05f8119d4f716266343419a854419bf01c3ed9e54dcf375f4e04242d2e2dc7db"
+content-hash = "b8e5892489ec4b9321cce8374ed4481f79fecac6c5812921ddabbffb9fe81901"
diff --git a/pyproject.toml b/pyproject.toml
index 2f2f81e..c63e872 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -37,6 +37,7 @@ snakeviz = "^2.2"
 sphinx = "^7.4.7"
 myst-nb = "^1.1.1"
 sphinx-rtd-theme = "^2.0.0"
+ruff = "^0.5.5"
 
 [tool.pytest.ini_options]
 testpaths = ["src/qandle/",]