diff --git a/poetry.lock b/poetry.lock
index 124809b..8c28f09 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -53,19 +53,16 @@ tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy
 
 [[package]]
 name = "babel"
-version = "2.11.0"
+version = "2.12.1"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.11.0-py3-none-any.whl", hash = "sha256:1ad3eca1c885218f6dce2ab67291178944f810a10a9b5f3cb8382a5a232b64fe"},
-    {file = "Babel-2.11.0.tar.gz", hash = "sha256:5ef4b3226b0180dedded4229651c8b0e1a3a6a2837d45a073272f313e4cf97f6"},
+    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
+    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
 ]
 
-[package.dependencies]
-pytz = ">=2015.7"
-
 [[package]]
 name = "certifi"
 version = "2022.12.7"
@@ -92,100 +89,87 @@ files = [
 
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 name = "charset-normalizer"
-version = "3.0.1"
+version = "3.1.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
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 [[package]]
@@ -244,14 +228,14 @@ files = [
 
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+version = "0.18.1"
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 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 [[package]]
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 [[package]]
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-version = "2.5.13"
+version = "2.5.19"
 description = "File identification library for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.8.0"
 files = [
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-    {file = "isort-5.11.4.tar.gz", hash = "sha256:6db30c5ded9815d813932c04c2f85a360bcdd35fed496f4d8f35495ef0a261b6"},
+    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
 ]
 
 [package.extras]
-colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
 plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
@@ -552,14 +536,14 @@ files = [
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.3.3"
+version = "0.3.5"
 description = "Collection of plugins for markdown-it-py"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "mdit-py-plugins-0.3.3.tar.gz", hash = "sha256:5cfd7e7ac582a594e23ba6546a2f406e94e42eb33ae596d0734781261c251260"},
-    {file = "mdit_py_plugins-0.3.3-py3-none-any.whl", hash = "sha256:36d08a29def19ec43acdcd8ba471d3ebab132e7879d442760d963f19913e04b9"},
+    {file = "mdit-py-plugins-0.3.5.tar.gz", hash = "sha256:eee0adc7195e5827e17e02d2a258a2ba159944a0748f59c5099a4a27f78fcf6a"},
+    {file = "mdit_py_plugins-0.3.5-py3-none-any.whl", hash = "sha256:ca9a0714ea59a24b2b044a1831f48d817dd0c817e84339f20e7889f392d77c4e"},
 ]
 
 [package.dependencies]
@@ -638,19 +622,19 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "2.6.2"
+version = "3.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "platformdirs-2.6.2.tar.gz", hash = "sha256:e1fea1fe471b9ff8332e229df3cb7de4f53eeea4998d3b6bfff542115e998bd2"},
+    {file = "platformdirs-3.1.0-py3-none-any.whl", hash = "sha256:13b08a53ed71021350c9e300d4ea8668438fb0046ab3937ac9a29913a1a1350a"},
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 [package.extras]
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -807,18 +791,6 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
-[[package]]
-name = "pytz"
-version = "2022.7.1"
-description = "World timezone definitions, modern and historical"
-category = "dev"
-optional = false
-python-versions = "*"
-files = [
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-]
-
 [[package]]
 name = "pyyaml"
 version = "6.0"
@@ -929,14 +901,14 @@ scaleway-core = ">=0,<1"
 
 [[package]]
 name = "scaleway-core"
-version = "0.7.0"
+version = "0.9.0"
 description = "Scaleway SDK for Python"
 category = "main"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -946,14 +918,14 @@ requests = ">=2.28.1,<3.0.0"
 
 [[package]]
 name = "setuptools"
-version = "66.0.0"
+version = "67.6.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1043,14 +1015,14 @@ dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client", "wheel"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.3"
+version = "1.0.4"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1075,14 +1047,14 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.0"
+version = "2.0.1"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1189,14 +1161,14 @@ files = [
 
 [[package]]
 name = "types-toml"
-version = "0.10.8.1"
+version = "0.10.8.5"
 description = "Typing stubs for toml"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -1230,114 +1202,125 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.17.1"
+version = "20.20.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
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 [package.dependencies]
 distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
-platformdirs = ">=2.4,<3"
+platformdirs = ">=2.4,<4"
 
 [package.extras]
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 [[package]]
 name = "wrapt"
-version = "1.14.1"
+version = "1.15.0"
 description = "Module for decorators, wrappers and monkey patching."
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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+    {file = "wrapt-1.15.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2e51de54d4fb8fb50d6ee8327f9828306a959ae394d3e01a1ba8b2f937747d86"},
+    {file = "wrapt-1.15.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0970ddb69bba00670e58955f8019bec4a42d1785db3faa043c33d81de2bf843c"},
+    {file = "wrapt-1.15.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d"},
+    {file = "wrapt-1.15.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc"},
+    {file = "wrapt-1.15.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29"},
+    {file = "wrapt-1.15.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:078e2a1a86544e644a68422f881c48b84fef6d18f8c7a957ffd3f2e0a74a0d4a"},
+    {file = "wrapt-1.15.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:2cf56d0e237280baed46f0b5316661da892565ff58309d4d2ed7dba763d984b8"},
+    {file = "wrapt-1.15.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9"},
+    {file = "wrapt-1.15.0-cp39-cp39-win32.whl", hash = "sha256:46ed616d5fb42f98630ed70c3529541408166c22cdfd4540b88d5f21006b0eff"},
+    {file = "wrapt-1.15.0-cp39-cp39-win_amd64.whl", hash = "sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6"},
+    {file = "wrapt-1.15.0-py3-none-any.whl", hash = "sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640"},
+    {file = "wrapt-1.15.0.tar.gz", hash = "sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.11.0"
+version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "zipp-3.11.0-py3-none-any.whl", hash = "sha256:83a28fcb75844b5c0cdaf5aa4003c2d728c77e05f5aeabe8e95e56727005fbaa"},
-    {file = "zipp-3.11.0.tar.gz", hash = "sha256:a7a22e05929290a67401440b39690ae6563279bced5f314609d9d03798f56766"},
+    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
+    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [metadata]
 lock-version = "2.0"
diff --git a/scw_serverless/utils/credentials.py b/scw_serverless/utils/credentials.py
index a0bc4c9..cab4720 100644
--- a/scw_serverless/utils/credentials.py
+++ b/scw_serverless/utils/credentials.py
@@ -18,6 +18,7 @@ def get_scw_client(
     """Attempts to load the profile. Will raise on invalid profiles."""
     client = Client.from_config_file_and_env(profile_name)
     _update_client_from_cli(client, secret_key, project_id, region)
+
     return _validate_client(client)
 
 
@@ -47,3 +48,7 @@ def _update_client_from_cli(
     if not client.default_region:
         get_logger().info(f"No region was configured, using {DEFAULT_REGION}")
         client.default_region = DEFAULT_REGION
+
+    # Not used by the API framework
+    # Can lead to issues if project_id does not belong to organization
+    client.default_organization_id = None
diff --git a/tests/dev/__init__.py b/tests/app_fixtures/__init__.py
similarity index 100%
rename from tests/dev/__init__.py
rename to tests/app_fixtures/__init__.py
diff --git a/tests/app_fixtures/app.py b/tests/app_fixtures/app.py
new file mode 100644
index 0000000..f722d78
--- /dev/null
+++ b/tests/app_fixtures/app.py
@@ -0,0 +1,23 @@
+from typing import Any
+
+from scw_serverless.app import Serverless
+
+DESCRIPTION = "Say hello to the whole world."
+MESSAGE = "Hello World!"
+NAMESPACE_NAME = "integration-tests"
+
+app = Serverless(NAMESPACE_NAME)
+
+
+@app.func(
+    description=DESCRIPTION,
+    privacy="public",
+    env={"key": "value"},
+    secret={},
+    min_scale=0,
+    max_scale=20,
+    memory_limit=256,
+    timeout="300s",
+)
+def hello_world(_event: dict[str, Any], _context: dict[str, Any]):
+    return MESSAGE
diff --git a/tests/dev/app.py b/tests/app_fixtures/app_updated.py
similarity index 57%
rename from tests/dev/app.py
rename to tests/app_fixtures/app_updated.py
index 1495e6f..516e149 100644
--- a/tests/dev/app.py
+++ b/tests/app_fixtures/app_updated.py
@@ -2,24 +2,21 @@
 
 from scw_serverless.app import Serverless
 
+MESSAGE = "Hello galaxy!"
+DESCRIPTION = "Say hello to the whole galaxy."
+
 app = Serverless("integration-tests")
 
 
 @app.func(
-    description="This is a description",
+    description=DESCRIPTION,
     privacy="public",
     env={"key": "value"},
     secret={},
     min_scale=0,
-    max_scale=20,
+    max_scale=10,  # Differs from app.py
     memory_limit=256,
     timeout="300s",
 )
 def hello_world(_event: dict[str, Any], _context: dict[str, Any]):
-    """handle a request to the function
-    Args:
-        event (dict): request params
-        context (dict): function call metadata
-    """
-
-    return "Hello World!"
+    return MESSAGE
diff --git a/tests/dev/cron_app.py b/tests/app_fixtures/cron_app.py
similarity index 100%
rename from tests/dev/cron_app.py
rename to tests/app_fixtures/cron_app.py
diff --git a/tests/dev/multiple_functions.py b/tests/app_fixtures/multiple_functions.py
similarity index 63%
rename from tests/dev/multiple_functions.py
rename to tests/app_fixtures/multiple_functions.py
index a089194..cbdaf6e 100644
--- a/tests/dev/multiple_functions.py
+++ b/tests/app_fixtures/multiple_functions.py
@@ -2,19 +2,25 @@
 
 from scw_serverless.app import Serverless
 
+MESSAGES = {
+    "hello-world": "Hello World!",
+    "cloud-of-choice": "The cloud of choice!",
+    "scaleway": "Scaleway",
+}
+
 app = Serverless("integration-tests")
 
 
 @app.func(memory_limit=256)
 def hello_world(_event: dict[str, Any], _context: dict[str, Any]):
-    return "Hello World!"
+    return MESSAGES["hello-world"]
 
 
 @app.func(memory_limit=256)
 def cloud_of_choice(_event: dict[str, Any], _context: dict[str, Any]):
-    return "The cloud of choice"
+    return MESSAGES["cloud-of-choice"]
 
 
 @app.func(memory_limit=256)
 def scaleway(_event: dict[str, Any], _context: dict[str, Any]):
-    return "Scaleway"
+    return MESSAGES["scaleway"]
diff --git a/tests/constants.py b/tests/constants.py
new file mode 100644
index 0000000..f7d3fbe
--- /dev/null
+++ b/tests/constants.py
@@ -0,0 +1,14 @@
+import os
+from pathlib import Path
+
+DEFAULT_REGION = "pl-waw"
+SCALEWAY_API_URL = "https://api.scaleway.com/"
+
+COLD_START_TIMEOUT = 20
+
+TESTS_DIR = os.path.realpath(os.path.dirname(__file__))
+
+APP_FIXTURES_PATH = Path(TESTS_DIR, "app_fixtures")
+
+APP_PY_PATH = APP_FIXTURES_PATH / "app.py"
+MULTIPLE_FUNCTIONS = APP_FIXTURES_PATH / "multiple_functions.py"
diff --git a/tests/integrations/deploy/deploy_wrapper.py b/tests/integrations/deploy/deploy_wrapper.py
new file mode 100644
index 0000000..6840231
--- /dev/null
+++ b/tests/integrations/deploy/deploy_wrapper.py
@@ -0,0 +1,45 @@
+import re
+import shutil
+import tempfile
+from pathlib import Path
+from typing import Literal
+
+from scaleway import Client
+
+from ..utils import run_cli, trigger_function
+
+FunctionUrl = str
+
+
+def run_deploy_command(
+    client: Client, app_path: Path, backend: Literal["serverless", "api"] = "api"
+) -> list[FunctionUrl]:
+    """Run deploy command with a specific backend."""
+
+    app_dir = app_path.parent.resolve()
+
+    # Run the command inside a temporary directory
+    with tempfile.TemporaryDirectory() as directory:
+        shutil.copytree(src=app_dir, dst=directory, dirs_exist_ok=True)
+
+        ret = run_cli(client, directory, ["deploy", app_path.name, "-b", backend])
+
+    assert ret.returncode == 0, f"Non-null return code: {ret}"
+
+    output = ret.stderr if backend == "serverless" else ret.stdout
+    output = str(output.decode("UTF-8")).strip()
+
+    # Parse the functions URL from the program output
+    pattern = re.compile(
+        r"(Function [a-z0-9-]+ (?:has been )?deployed to:? (https://.+))"
+    )
+    groups = re.findall(pattern, output)
+
+    function_urls = []
+    for group in groups:
+        function_urls.append(group[1])
+
+        # Call the actual function
+        trigger_function(group[1])
+
+    return function_urls
diff --git a/tests/integrations/deploy/test_api_backend.py b/tests/integrations/deploy/test_api_backend.py
index ce808f3..3e3e29b 100644
--- a/tests/integrations/deploy/test_api_backend.py
+++ b/tests/integrations/deploy/test_api_backend.py
@@ -1,34 +1,80 @@
 # pylint: disable=unused-import,redefined-outer-name # fixture
-from tests.integrations.utils import serverless_test_project  # noqa: F401
-from tests.integrations.utils import ServerlessTestProject
-from tests.utils import APP_PY_PATH
-
-
-def test_integration_deploy(
-    serverless_test_project: ServerlessTestProject,  # noqa: F811
-):
-    serverless_test_project.deploy(APP_PY_PATH, backend="api")
-
-
-# Due to external factors these test will randomly fail.
-# def test_integration_deploy_multiple_functions():
-#     deploy(test_utils.MULTIPLE_FUNCTIONS_PY_PATH)
-#
-#
-# def test_integration_deploy_existing_function():
-#     project_id = deploy(test_utils.APP_PY_PATH, do_cleanup=False)
-#     deploy(test_utils.APP_PY_PATH, do_cleanup=True, project_id=project_id)
-#
-#
-# def test_integration_deploy_multiple_existing_functions():
-#     project_id = deploy(test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=False)
-#     deploy(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=True, project_id=project_id
-#     )
-#
-#
-# def test_integration_deploy_one_existing_function():
-#     project_id = deploy(test_utils.APP_PY_PATH, do_cleanup=False)
-#     deploy(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=True, project_id=project_id
-#     )
+
+import scaleway.function.v1beta1 as sdk
+
+from tests import constants
+from tests.app_fixtures import app, app_updated, multiple_functions
+from tests.integrations.deploy.deploy_wrapper import run_deploy_command
+from tests.integrations.project_fixture import scaleway_project  # noqa
+from tests.integrations.utils import create_client, trigger_function
+
+
+def test_integration_deploy(scaleway_project: str):  # noqa
+    client = create_client()
+    client.default_project_id = scaleway_project
+
+    url, *_ = run_deploy_command(
+        client,
+        app_path=constants.APP_PY_PATH,
+    )
+
+    # Check message content
+    resp = trigger_function(url)
+    assert resp.text == app.MESSAGE
+
+
+def test_integration_deploy_existing_function(scaleway_project: str):  # noqa
+    client = create_client()
+    client.default_project_id = scaleway_project
+
+    url, *_ = run_deploy_command(
+        client,
+        app_path=constants.APP_PY_PATH,
+    )
+
+    # Check message content
+    resp = trigger_function(url)
+    assert resp.text == app.MESSAGE
+
+    # Get function_id
+    api = sdk.FunctionV1Beta1API(client)
+    namespace, *_ = api.list_namespaces_all(name=app.NAMESPACE_NAME)
+
+    # Check description
+    function, *_ = api.list_functions_all(namespace_id=namespace.id, name="hello-world")
+    assert function.description == app.DESCRIPTION
+
+    # Deploy twice in a row
+    url, *_ = run_deploy_command(
+        client,
+        app_path=constants.APP_FIXTURES_PATH / "app_updated.py",
+    )
+
+    # Check updated message content
+    resp = trigger_function(url)
+    assert resp.text == app_updated.MESSAGE
+
+    # Check updated description
+    function = api.get_function(function_id=function.id)
+    assert function.description == app_updated.DESCRIPTION
+
+
+def test_integration_deploy_multiple_functions(scaleway_project: str):  # noqa
+    client = create_client()
+    client.default_project_id = scaleway_project
+
+    urls = run_deploy_command(
+        client,
+        app_path=constants.MULTIPLE_FUNCTIONS,
+    )
+
+    for url in urls:
+        # Get the function_name from the url
+        function_name = None
+        for name in multiple_functions.MESSAGES:
+            if name in url:
+                function_name = name
+        assert function_name
+
+        resp = trigger_function(url)
+        assert resp.text == multiple_functions.MESSAGES[function_name]
diff --git a/tests/integrations/deploy/test_sf_backend.py b/tests/integrations/deploy/test_sf_backend.py
index 639cdf3..c74011f 100644
--- a/tests/integrations/deploy/test_sf_backend.py
+++ b/tests/integrations/deploy/test_sf_backend.py
@@ -1,47 +1,59 @@
 # pylint: disable=unused-import,redefined-outer-name # fixture
-from tests.integrations.utils import serverless_test_project  # noqa: F401
-from tests.integrations.utils import ServerlessTestProject
-from tests.utils import APP_PY_PATH
 
+import scaleway.function.v1beta1 as sdk
 
-def test_integration_deploy_using_srvless_fw(
-    serverless_test_project: ServerlessTestProject,  # noqa: F811
+from tests import constants
+from tests.app_fixtures import app, app_updated
+from tests.integrations.deploy.deploy_wrapper import run_deploy_command
+from tests.integrations.project_fixture import scaleway_project  # noqa
+from tests.integrations.utils import create_client, trigger_function
+
+
+def test_integration_deploy_serverless_backend(scaleway_project: str):  # noqa
+    client = create_client()
+    client.default_project_id = scaleway_project
+
+    url, *_ = run_deploy_command(
+        client, app_path=constants.APP_PY_PATH, backend="serverless"
+    )
+
+    # Check message content
+    resp = trigger_function(url)
+    assert resp.text == app.MESSAGE
+
+
+def test_integration_deploy_existing_function_serverless_backend(
+    scaleway_project: str,  # noqa
 ):
-    serverless_test_project.deploy(APP_PY_PATH, backend="serverless")
-
-
-# Due to external factors these test will randomly fail.
-# def test_integration_deploy_multiple_functions_using_srvless_fw():
-#     deploy(test_utils.MULTIPLE_FUNCTIONS_PY_PATH, backend="serverless")
-#
-#
-# def test_integration_deploy_existing_function_using_srvless_fw():
-#     project_id = deploy(test_utils.APP_PY_PATH, do_cleanup=False, backend="serverless")
-#     deploy(
-#         test_utils.APP_PY_PATH,
-#         do_cleanup=True,
-#         project_id=project_id,
-#         backend="serverless",
-#     )
-#
-#
-# def test_integration_deploy_multiple_existing_functions_using_srvless_fw():
-#     project_id = deploy(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=False, backend="serverless"
-#     )
-#     deploy(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH,
-#         do_cleanup=True,
-#         project_id=project_id,
-#         backend="serverless",
-#     )
-#
-#
-# def test_integration_deploy_one_existing_function_using_srvless_fw():
-#     project_id = deploy(test_utils.APP_PY_PATH, do_cleanup=False, backend="serverless")
-#     deploy(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH,
-#         do_cleanup=True,
-#         project_id=project_id,
-#         backend="serverless",
-#     )
+    client = create_client()
+    client.default_project_id = scaleway_project
+
+    url, *_ = run_deploy_command(
+        client, app_path=constants.APP_PY_PATH, backend="serverless"
+    )
+
+    # Check message content
+    resp = trigger_function(url)
+    assert resp.text == app.MESSAGE
+
+    # Get function_id
+    api = sdk.FunctionV1Beta1API(client)
+    namespace, *_ = api.list_namespaces_all(name=app.NAMESPACE_NAME)
+
+    # Check description
+    function, *_ = api.list_functions_all(namespace_id=namespace.id, name="hello-world")
+    assert function.description == app.DESCRIPTION
+
+    # Deploy twice in a row
+    url, *_ = run_deploy_command(
+        client,
+        app_path=constants.APP_FIXTURES_PATH.joinpath("app_updated.py"),
+    )
+
+    # Check updated message content
+    resp = trigger_function(url)
+    assert resp.text == app_updated.MESSAGE
+
+    # Check updated description
+    function = api.get_function(function_id=function.id)
+    assert function.description == app_updated.DESCRIPTION
diff --git a/tests/integrations/generate/test_sf.py b/tests/integrations/generate/test_sf.py
deleted file mode 100644
index badbfad..0000000
--- a/tests/integrations/generate/test_sf.py
+++ /dev/null
@@ -1,36 +0,0 @@
-# pylint: disable=unused-import,redefined-outer-name # fixture
-from tests.integrations.utils import serverless_test_project  # noqa: F401
-from tests.integrations.utils import ServerlessTestProject
-from tests.utils import APP_PY_PATH
-
-
-def test_integration_serverless_framework(
-    serverless_test_project: ServerlessTestProject,  # noqa: F811
-):
-    serverless_test_project.generate_serverless_framework(APP_PY_PATH)
-
-
-# Due to external factors these test will randomly fail.
-# def test_integration_serverless_framework_multiple_functions():
-#     serverless_framework(test_utils.MULTIPLE_FUNCTIONS_PY_PATH)
-#
-#
-# def test_integration_serverless_framework_existing_function():
-#     project_id = serverless_framework(test_utils.APP_PY_PATH, do_cleanup=False)
-#    serverless_framework(test_utils.APP_PY_PATH, do_cleanup=True, project_id=project_id)
-#
-#
-# def test_integration_serverless_framework_multiple_existing_functions():
-#     project_id = serverless_framework(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=False
-#     )
-#     serverless_framework(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=True, project_id=project_id
-#     )
-#
-#
-# def test_integration_serverless_framework_one_existing_function():
-#     project_id = serverless_framework(test_utils.APP_PY_PATH, do_cleanup=False)
-#     serverless_framework(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=True, project_id=project_id
-#     )
diff --git a/tests/integrations/generate/test_terraform.py b/tests/integrations/generate/test_terraform.py
deleted file mode 100644
index f330ebb..0000000
--- a/tests/integrations/generate/test_terraform.py
+++ /dev/null
@@ -1,26 +0,0 @@
-# Due to external factors these test will randomly fail.
-# def test_integration_terraform():
-#     terraform(test_utils.APP_PY_PATH)
-#
-# Due to external factors these test will randomly fail.
-# def test_integration_terraform_multiple_functions():
-#     terraform(test_utils.MULTIPLE_FUNCTIONS_PY_PATH)
-#
-#
-# def test_integration_terraform_existing_function():
-#     project_id = terraform(test_utils.APP_PY_PATH, do_cleanup=False)
-#     terraform(test_utils.APP_PY_PATH, do_cleanup=True, project_id=project_id)
-#
-#
-# def test_integration_terraform_multiple_existing_functions():
-#     project_id = terraform(test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=False)
-#     terraform(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=True, project_id=project_id
-#     )
-#
-#
-# def test_integration_terraform_one_existing_function():
-#     project_id = terraform(test_utils.APP_PY_PATH, do_cleanup=False)
-#     terraform(
-#         test_utils.MULTIPLE_FUNCTIONS_PY_PATH, do_cleanup=True, project_id=project_id
-#     )
diff --git a/tests/integrations/project_fixture.py b/tests/integrations/project_fixture.py
new file mode 100644
index 0000000..c1dfd83
--- /dev/null
+++ b/tests/integrations/project_fixture.py
@@ -0,0 +1,82 @@
+import os
+import random
+import time
+import typing as t
+
+import pytest
+from scaleway import Client
+from scaleway.account.v2 import AccountV2API
+from scaleway.function.v1beta1 import FunctionV1Beta1API
+from scaleway.registry.v1 import RegistryV1API
+from scaleway_core.api import ScalewayException
+
+from .utils import create_client
+
+COMMIT_SHA = os.getenv("GITHUB_SHA", "local")
+
+ProjectID = str
+
+
+@pytest.fixture()
+def scaleway_project() -> t.Iterator[ProjectID]:
+    client = create_client()
+    project_id = None
+    try:
+        project_id = _create_scaleway_project(client)
+        yield project_id
+    finally:
+        if project_id:
+            _cleanup_project(client, project_id)
+            _delete_scaleway_project(client, project_id)
+
+
+def _create_scaleway_project(client: Client) -> ProjectID:
+    name = f"apifw-{COMMIT_SHA[:7]}-{random.randint(0, 9999)}"
+    project = AccountV2API(client).create_project(
+        name=name,
+        description="Created by the Serverless API Framework integration suite.",
+    )
+    return project.id
+
+
+def _cleanup_project(client: Client, project_id: ProjectID):
+    """Delete all Scaleway resources created in the temporary project."""
+    function_api = FunctionV1Beta1API(client)
+
+    namespaces = function_api.list_namespaces_all(project_id=project_id)
+    for namespace in namespaces:
+        function_api.delete_namespace(namespace_id=namespace.id)
+
+    registry_api = RegistryV1API(client)
+    registries = registry_api.list_namespaces_all(project_id=project_id)
+    for registry in registries:
+        registry_api.delete_namespace(namespace_id=registry.id)
+
+    # All deletions have been scheduled,
+    # we can wait for their completion sequentially
+    for namespace in namespaces:
+        try:
+            function_api.wait_for_namespace(namespace_id=namespace.id)
+        except ScalewayException as e:
+            if e.status_code != 404:
+                raise e
+    for registry in registries:
+        try:
+            registry_api.wait_for_namespace(namespace_id=registry.id)
+        except ScalewayException as e:
+            if e.status_code != 404:
+                raise e
+
+
+def _delete_scaleway_project(
+    client: Client, project_id: ProjectID, max_tries: int = 10
+):
+    api = AccountV2API(client)
+    for _ in range(max_tries):
+        try:
+            api.delete_project(project_id=project_id)
+            return
+        except ScalewayException as e:
+            # This is just very finicky, the account API is somewhat unstable.
+            print(e)
+            time.sleep(10)
diff --git a/tests/integrations/utils.py b/tests/integrations/utils.py
index a8ba30c..c4f442d 100644
--- a/tests/integrations/utils.py
+++ b/tests/integrations/utils.py
@@ -1,265 +1,46 @@
 import os
-import random
-import re
 import shutil
 import subprocess
-import tempfile
-import time
-from pathlib import Path
-from typing import Iterable, Optional
 
-import pytest
 import requests
-import yaml
 from requests.adapters import HTTPAdapter, Retry
 from scaleway import Client
-from scaleway.account.v2 import AccountV2API
-from scaleway.function.v1beta1 import FunctionV1Beta1API
-from scaleway.registry.v1 import RegistryV1API
-from scaleway_core.api import ScalewayException
-from typing_extensions import Self
 
-from scw_serverless.dependencies_manager import DependenciesManager
+from tests import constants
 
-from ..utils import COLD_START_TIMEOUT
-
-DEFAULT_REGION = "pl-waw"
 CLI_COMMAND = "scw-serverless"
 
 
-class ServerlessTestProject:
-    """
-    ServerlessTestProject encapsulates the logic of
-    setting up a clean integration test environment.
-
-    For each test, we:
-        - Create a Scaleway project.
-        - Copy the target path to a temporary directory.
-          This avoids build artifacts pollution when
-          deploying the same app concurrently.
-        - Run the test.
-        - Validate that the functions have been deployed.
-        - Delete the temporary directory.
-        - Clean up the project.
-          We delete all remaining namespaces/functions/registries.
-    """
-
-    def __init__(self) -> None:
-        client = Client.from_config_file_and_env()
-        if not client.default_region:
-            client.default_region = DEFAULT_REGION
-        self.client = client
-        self.project_id: Optional[str] = None
-
-    def deploy(self, app: str, backend: str):
-        """Run deploy command with a specific backend."""
-
-        app_path = Path(app)
-        app_dir = app_path.parent.resolve()
-
-        # Run the command inside a temporary directory
-        with tempfile.TemporaryDirectory() as tmpdir:
-            shutil.copytree(src=app_dir, dst=tmpdir, dirs_exist_ok=True)
-
-            ret = self._run_srvless_cli(
-                tmpdir, ["deploy", app_path.name, "-b", backend]
-            )
-
-        assert ret.returncode == 0, f"Non-null {CLI_COMMAND} return code: {ret}"
-
-        output = str(ret.stdout.decode("UTF-8")).strip()
-        if backend == "serverless":
-            # serverless framework print normal output on stderr
-            output = str(ret.stderr.decode("UTF-8")).strip()
-
-        # Parse the functions URL from the program output
-        pattern = re.compile(
-            r"(Function [a-z0-9-]+ (?:has been )?deployed to:? (https://.+))"
-        )
-        groups = re.findall(pattern, output)
-
-        assert len(groups) > 0, output  # Avoids silent errors
-        for group in groups:
-            # Call the actual function
-            call_function(group[1])
-
-    def generate_serverless_framework(self, app: str):
-        """Run the generate command with the serverless backend."""
-
-        # Verify that serverless and node are installed and available
-        serverless_path = shutil.which("serverless")
-        assert serverless_path
-        node_path = shutil.which("node")
-        assert node_path
-
-        app_path = Path(app)
-        app_dir = app_path.parent.resolve()
-        with tempfile.TemporaryDirectory() as tmpdir:
-            # Even with a minimal example, packaging is required
-            # so that scw_serverless is available in the function env
-            deps = DependenciesManager(Path(tmpdir), Path(tmpdir))
-            deps.generate_package_folder()
-
-            shutil.copytree(src=app_dir, dst=tmpdir, dirs_exist_ok=True)
-            ret = self._run_srvless_cli(
-                tmpdir, ["generate", app_path.name, "-t", "serverless"]
-            )
-            assert ret.returncode == 0, f"Non-null {CLI_COMMAND} return code: {ret}"
-            output = str(ret.stdout.decode("UTF-8")).strip()
-            assert "Done" in output, f"Done not found in output: {output}"
-
-            ret = subprocess.run(
-                [node_path, serverless_path, "deploy"],
-                env={
-                    "SCW_SECRET_KEY": self.client.secret_key,
-                    "SCW_DEFAULT_PROJECT_ID": self.project_id,
-                    "SCW_REGION": self.client.default_region,
-                },  # type: ignore // client already validated
-                capture_output=True,
-                cwd=tmpdir,
-                check=False,
-            )
-
-        assert ret.returncode == 0, f"Non-null serverless return code: {ret}"
-
-        # Parse the functions URL from the program output
-        output = str(ret.stderr.decode("UTF-8")).strip()
-        pattern = re.compile("(Function [a-z0-9-]+ has been deployed to: (https://.+))")
-        groups = re.findall(pattern, output)
-
-        assert len(groups) > 0  # Avoids silent errors
-        for group in groups:
-            # Call the actual function
-            call_function(group[1])
-
-    def generate_terraform(self, app: str):
-        """Run the generate command with the serverless backend."""
-
-        # Verify that terraform is installed and availabke
-        terraform_path = shutil.which("terraform")
-        assert terraform_path
-        app_path = Path(app)
-        app_dir = app_path.parent.resolve()
-
-        with tempfile.TemporaryDirectory() as tmpdir:
-            shutil.copytree(src=app_dir, dst=tmpdir, dirs_exist_ok=True)
-            ret = self._run_srvless_cli(
-                tmpdir, ["generate", app_path.name, "-t", "terraform"]
-            )
-            assert ret.returncode == 0, print(ret)
-            assert "Done" in str(ret.stdout.decode("UTF-8")).strip(), print(ret)
-            subprocess.run([terraform_path, "init"], cwd=tmpdir, check=True)
-
-            config_path = str(Path(tmpdir).joinpath("/scw.yaml").resolve())
-            write_scw_config(self.client, config_path)
-            subprocess.run(
-                [terraform_path, "validate"],
-                env={
-                    "TF_VAR_project_id": self.project_id,
-                    "SCW_CONFIG_PATH": config_path,
-                },  # type: ignore // client already validated
-                capture_output=True,
-                check=True,
-            )
-
-    def _run_srvless_cli(self, cwd: str, args: list[str]):
-        cli = shutil.which(CLI_COMMAND)
-        assert cli
-        return subprocess.run(
-            [cli] + args,
-            env={
-                "SCW_SECRET_KEY": self.client.secret_key,
-                "SCW_ACCESS_KEY": self.client.access_key,
-                "SCW_DEFAULT_PROJECT_ID": self.project_id,
-                "SCW_DEFAULT_REGION": self.client.default_region,
-                "PATH": os.environ["PATH"],
-            },  # type: ignore // client already validated
-            capture_output=True,
-            # Runs the cli in the tests directory
-            cwd=cwd,
-            check=False,  # Checked in the tests
-        )
-
-    def __enter__(self) -> Self:
-        self.project_id = self._create_project()
-        return self
-
-    def _create_project(self) -> str:
-        sha = os.getenv("GITHUB_SHA", "local")
-        name = f"apifw-{sha[:7]}-{random.randint(0, 9999)}"
-        project = AccountV2API(self.client).create_project(
-            name=name,
-            description="Created by the Serverless API Framework integration suite.",
-        )
-        return project.id
-
-    def __exit__(self, _type, _value, _traceback):  # noqa: ANN001
-        self._delete_resources()
-        self._delete_project()
-        return True
-
-    def _delete_resources(self):
-        """Delete all Scaleway resources created in the temporary project."""
-        if not self.project_id:
-            return
-        api = FunctionV1Beta1API(self.client)
-        namespaces = api.list_namespaces_all(project_id=self.project_id)
-        for namespace in namespaces:
-            api.delete_namespace(namespace_id=namespace.id)
-        registry_api = RegistryV1API(self.client)
-        registries = registry_api.list_namespaces_all(project_id=self.project_id)
-        for registry in registries:
-            registry_api.delete_namespace(namespace_id=registry.id)
-        # All deletions have been scheduled,
-        # we can wait for their completion sequentially
-        for namespace in namespaces:
-            try:
-                api.wait_for_namespace(namespace_id=namespace.id)
-            except ScalewayException as e:
-                if e.status_code != 404:
-                    raise e
-        for registry in registries:
-            try:
-                registry_api.wait_for_namespace(namespace_id=registry.id)
-            except ScalewayException as e:
-                if e.status_code != 404:
-                    raise e
-
-    def _delete_project(self, max_tries: int = 5):
-        if not self.project_id:
-            return
-        api = AccountV2API(self.client)
-        for _ in range(max_tries):
-            try:
-                api.delete_project(project_id=self.project_id)
-                return
-            except ScalewayException as e:
-                # This is just very finicky, the account API is somewhat unstable.
-                print(e)
-                time.sleep(30)
-
-
-@pytest.fixture
-def serverless_test_project() -> Iterable[ServerlessTestProject]:
-    with ServerlessTestProject() as project:
-        yield project
-
-
-def call_function(url: str, max_retries: int = 5):
+def create_client() -> Client:
+    client = Client.from_config_file_and_env()
+    if not client.default_region:
+        client.default_region = constants.DEFAULT_REGION
+    client.validate()
+    return client
+
+
+def run_cli(client: Client, directory: str, args: list[str]):
+    cli = shutil.which(CLI_COMMAND)
+    assert cli
+    return subprocess.run(
+        [cli] + args,
+        env={
+            "SCW_SECRET_KEY": client.secret_key,
+            "SCW_ACCESS_KEY": client.access_key,
+            "SCW_DEFAULT_PROJECT_ID": client.default_project_id,
+            "SCW_DEFAULT_REGION": client.default_region,
+            "PATH": os.environ["PATH"],
+        },  # type: ignore // client already validated
+        capture_output=True,
+        cwd=directory,
+        check=False,  # Checked in the tests
+    )
+
+
+def trigger_function(url: str, max_retries: int = 5) -> requests.Response:
     session = requests.Session()
     retries = Retry(total=max_retries, backoff_factor=0.1)
     session.mount("https://", HTTPAdapter(max_retries=retries))
-    req = session.get(url, timeout=COLD_START_TIMEOUT)
+    req = session.get(url, timeout=constants.COLD_START_TIMEOUT)
     req.raise_for_status()
-
-
-def write_scw_config(client: Client, config_path: str):
-    with open(config_path, mode="wt", encoding="utf-8") as fp:
-        yaml.dump(
-            {
-                "access_key": client.access_key,
-                "secret_key": client.secret_key,
-                "default_region": client.default_region,
-            },
-            fp,
-        )
+    return req
diff --git a/tests/test_app.py b/tests/test_app.py
index 0554d94..aea4deb 100644
--- a/tests/test_app.py
+++ b/tests/test_app.py
@@ -1,26 +1,14 @@
-from scw_serverless.utils.commands import get_command_path
-from scw_serverless.utils.string import module_to_path
-from tests.dev.app import app
-from tests.dev.multiple_functions import app as multiple_app
-
-
-def test_module_to_path():
-    assert module_to_path("abc.def") == "abc/def"
+from tests.app_fixtures.app import app
+from tests.app_fixtures.multiple_functions import app as multiple_app
 
 
 def test_function_export():
     """
     Test if annotation are correctly exported and stored in the functions list.
-    This test use the file dev/app.py
-    :return:
+    This test use the file app_fixtures/app.py
     """
     assert len(app.functions) == 1
 
 
 def test_multiple_function_export():
     assert len(multiple_app.functions) == 3
-
-
-def test_get_command_path():
-    assert get_command_path("python")
-    assert get_command_path("node")
diff --git a/tests/test_cli.py b/tests/test_cli.py
index 5309730..808e848 100644
--- a/tests/test_cli.py
+++ b/tests/test_cli.py
@@ -3,7 +3,7 @@
 from click.testing import CliRunner
 
 from scw_serverless.cli import cli
-from tests.utils import APP_PY_PATH, TESTS_DIR
+from tests import constants
 
 
 def _init_runner(args: list):
@@ -13,14 +13,14 @@ def _init_runner(args: list):
 
 def test_cli_generate_no_args():
     """Test the generate command with no args"""
-    result = _init_runner(["generate", APP_PY_PATH])
+    result = _init_runner(["generate", str(constants.APP_PY_PATH)])
     assert result.exit_code == 0
     assert "Done" in result.output
 
 
 def test_cli_generate_target_serverless():
     """Test the generate command targeting the serverless framework"""
-    result = _init_runner(["generate", APP_PY_PATH, "-t", "serverless"])
+    result = _init_runner(["generate", str(constants.APP_PY_PATH), "-t", "serverless"])
     assert result.exit_code == 0
     assert "Done" in result.output
     assert "serverless" in result.output
@@ -28,7 +28,7 @@ def test_cli_generate_target_serverless():
 
 def test_cli_generate_save_destination():
     """Test the generate command with a specific save folder path"""
-    result = _init_runner(["generate", APP_PY_PATH, "-s", "./test"])
+    result = _init_runner(["generate", str(constants.APP_PY_PATH), "-s", "./test"])
     assert result.exit_code == 0
     assert "Done" in result.output
     assert os.path.exists("./test/serverless.yml")
@@ -36,7 +36,7 @@ def test_cli_generate_save_destination():
 
 def test_cli_generate_no_args_multiple_functions():
     """Test the generate command with no args and multiple functions"""
-    result = _init_runner(["generate", f"{TESTS_DIR}/dev/multiple_functions.py"])
+    result = _init_runner(["generate", str(constants.MULTIPLE_FUNCTIONS)])
     assert result.exit_code == 0
     assert "Done" in result.output
 
@@ -44,7 +44,12 @@ def test_cli_generate_no_args_multiple_functions():
 def test_cli_generate_target_serverless_multiple_functions():
     """Test the generate command targeting the serverless framework"""
     result = _init_runner(
-        ["generate", f"{TESTS_DIR}/dev/multiple_functions.py", "-t", "serverless"]
+        [
+            "generate",
+            str(constants.MULTIPLE_FUNCTIONS),
+            "-t",
+            "serverless",
+        ]
     )
     assert result.exit_code == 0
     assert "Done" in result.output
@@ -54,7 +59,7 @@ def test_cli_generate_target_serverless_multiple_functions():
 def test_cli_generate_save_destination_multiple_functions():
     """Test the generate command with a specific save folder path"""
     result = _init_runner(
-        ["generate", f"{TESTS_DIR}/dev/multiple_functions.py", "-s", "./test"]
+        ["generate", str(constants.MULTIPLE_FUNCTIONS), "-s", "./test"]
     )
     assert result.exit_code == 0
     assert "Done" in result.output
diff --git a/tests/test_deploy/test_backends/test_scaleway_api_backend.py b/tests/test_deploy/test_backends/test_scaleway_api_backend.py
index 19e6069..fe130a6 100644
--- a/tests/test_deploy/test_backends/test_scaleway_api_backend.py
+++ b/tests/test_deploy/test_backends/test_scaleway_api_backend.py
@@ -12,9 +12,9 @@
 from scw_serverless.config import Function
 from scw_serverless.deploy.backends.scaleway_api_backend import ScalewayApiBackend
 from scw_serverless.triggers import CronTrigger
-from tests.utils import SCALEWAY_API_URL
+from tests import constants
 
-FNC_API_URL = SCALEWAY_API_URL + f"functions/v1beta1/regions/{REGION_FR_PAR}"
+FNC_API_URL = constants.SCALEWAY_API_URL + f"functions/v1beta1/regions/{REGION_FR_PAR}"
 
 
 # pylint: disable=redefined-outer-name # fixture
diff --git a/tests/integrations/generate/__init__.py b/tests/test_utils/__init__.py
similarity index 100%
rename from tests/integrations/generate/__init__.py
rename to tests/test_utils/__init__.py
diff --git a/tests/test_utils/test_utils.py b/tests/test_utils/test_utils.py
new file mode 100644
index 0000000..f660917
--- /dev/null
+++ b/tests/test_utils/test_utils.py
@@ -0,0 +1,11 @@
+from scw_serverless.utils.commands import get_command_path
+from scw_serverless.utils.string import module_to_path
+
+
+def test_get_command_path():
+    assert get_command_path("python")
+    assert get_command_path("node")
+
+
+def test_module_to_path():
+    assert module_to_path("abc.def") == "abc/def"
diff --git a/tests/utils.py b/tests/utils.py
deleted file mode 100644
index 240d397..0000000
--- a/tests/utils.py
+++ /dev/null
@@ -1,11 +0,0 @@
-import os
-
-SCALEWAY_API_URL = "https://api.scaleway.com/"
-
-TESTS_DIR = os.path.realpath(os.path.dirname(__file__))
-
-APP_PY_PATH = os.path.join(TESTS_DIR, "dev", "app.py")
-MULTIPLE_FUNCTIONS_PY_PATH = os.path.join(TESTS_DIR, "dev", "multiple_functions.py")
-ROOT_PROJECT_DIR = os.path.join(TESTS_DIR, "..")
-
-COLD_START_TIMEOUT = 20