diff --git a/pyproject.toml b/pyproject.toml
index 92cde0a..dc0068c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,7 +27,6 @@ dev-dependencies = [
     "boto3-stubs[essential]>=1.35.2",
     "pre-commit>=3.8.0",
     "pytest>=8.3.2",
-    "pytest-asyncio>=0.23.8",
     "pytest-cov>=5.0.0",
     "moto[all]>=5.0.13",
     "invoke>=2.2.0",
@@ -35,6 +34,8 @@ dev-dependencies = [
     "types-pyjwt>=1.7.1",
     "httpx>=0.27.0",
     "pytest-sugar>=1.0.0",
+    "anyio>=4.4.0",
+    "polyfactory>=2.16.2",
 ]
 
 [tool.pytest.ini_options]
diff --git a/scripts/test.sh b/scripts/test.sh
index e764f6c..6a04188 100755
--- a/scripts/test.sh
+++ b/scripts/test.sh
@@ -4,7 +4,9 @@ export SMOLVAULT_BUCKET="test-bucket"
 export SMOLVAULT_DB="test.db"
 export SMOLVAULT_CACHE="./uploads/"
 export AUTH_SECRET_KEY="09d25e094faa6ca2556c818166b7a9563b93f7099f6f0f4caa6cf63b88e8d3e7" # key from FastAPI docs to use in tests
-export DAILY_UPLOAD_LIMIT_BYTES="50000"
+export DAILY_UPLOAD_LIMIT_BYTES="500000"
+export USERS_LIMIT="20"
+export USER_WHITELIST="1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20"
 
 # remove test db if it exists
 if [ -f $SMOLVAULT_DB ]; then
@@ -19,4 +21,4 @@ fi
 # create local cache dir
 mkdir uploads
 
-pytest -vvv tests/
+pytest -vvv tests
diff --git a/src/smolvault/auth/models.py b/src/smolvault/auth/models.py
index 7e26e82..b466a41 100644
--- a/src/smolvault/auth/models.py
+++ b/src/smolvault/auth/models.py
@@ -17,7 +17,7 @@ class NewUserDTO(BaseModel):
     full_name: str
     password: SecretStr
 
-    @computed_field  # type: ignore
+    @computed_field  # type: ignore[prop-decorator]
     @cached_property
     def hashed_password(self) -> str:
         return bcrypt.hashpw(self.password.get_secret_value().encode(), bcrypt.gensalt()).decode()
diff --git a/src/smolvault/main.py b/src/smolvault/main.py
index f200e4c..85d3e50 100644
--- a/src/smolvault/main.py
+++ b/src/smolvault/main.py
@@ -19,7 +19,7 @@
 from smolvault.clients.database import DatabaseClient, FileMetadataRecord
 from smolvault.config import Settings, get_settings
 from smolvault.models import FileMetadata, FileTagsDTO, FileUploadDTO
-from smolvault.validators.operation_validator import UploadValidator
+from smolvault.validators.operation_validator import UploadValidator, UserCreationValidator
 
 logging.basicConfig(
     handlers=[
@@ -55,10 +55,21 @@ async def read_root(current_user: Annotated[User, Depends(get_current_user)]) ->
 
 @app.post("/users/new")
 async def create_user(
-    user: NewUserDTO, db_client: Annotated[DatabaseClient, Depends(DatabaseClient)]
+    user: NewUserDTO,
+    db_client: Annotated[DatabaseClient, Depends(DatabaseClient)],
+    op_validator: Annotated[UserCreationValidator, Depends(UserCreationValidator)],
 ) -> dict[str, str]:
-    db_client.add_user(user)
-    return {"username": user.username}
+    logger.info("Received new user creation request for %s", user.username)
+    if op_validator.user_creation_allowed(db_client):
+        logger.info("Creating new user", extra=user.model_dump(exclude={"password"}))
+        db_client.add_user(user)
+        return {"username": user.username}
+    else:
+        logger.error("User creation failed. User limit exceeded")
+        raise HTTPException(
+            status_code=400,
+            detail="User limit exceeded",
+        )
 
 
 @app.post("/token")
diff --git a/tests/conftest.py b/tests/conftest.py
index 813e275..704bd59 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2,7 +2,7 @@
 import pathlib
 from collections.abc import Generator
 from datetime import datetime
-from typing import Any
+from typing import Any, Literal
 from zoneinfo import ZoneInfo
 
 import boto3
@@ -10,9 +10,9 @@
 from httpx import ASGITransport, AsyncClient
 from moto import mock_aws
 from mypy_boto3_s3 import S3Client
+from polyfactory.pytest_plugin import register_fixture
 from sqlmodel import SQLModel, create_engine
 
-from smolvault.auth.models import NewUserDTO
 from smolvault.clients.database import (
     DatabaseClient,
     FileMetadataRecord,
@@ -20,6 +20,10 @@
 from smolvault.main import app
 from smolvault.models import FileMetadata
 
+from .factories import UserFactory
+
+user_factory_fixture = register_fixture(UserFactory, name="user_factory")
+
 
 class TestDatabaseClient(DatabaseClient):
     def __init__(self) -> None:
@@ -27,29 +31,35 @@ def __init__(self) -> None:
         SQLModel.metadata.create_all(self.engine)
 
 
-@pytest.fixture(scope="session")
-def _user() -> None:
-    client = TestDatabaseClient()
-    user = NewUserDTO(
-        username="testuser",
-        password="testpassword",  # type: ignore # noqa: S106
-        email="test@email.com",
-        full_name="John Smith",
-    )
-    client.add_user(user)
+@pytest.fixture(scope="module")
+def anyio_backend() -> Literal["asyncio"]:
+    return "asyncio"
+
+
+@pytest.fixture
+def db_client() -> TestDatabaseClient:
+    return TestDatabaseClient()
+
+
+@pytest.fixture
+def user(user_factory: UserFactory, db_client: TestDatabaseClient) -> tuple[str, str]:
+    user = user_factory.build()
+    db_client.add_user(user)
+    return user.username, user.password.get_secret_value()
 
 
 @pytest.fixture(scope="module")
-def client(_user: None) -> AsyncClient:
+def client() -> AsyncClient:
     app.dependency_overrides[DatabaseClient] = TestDatabaseClient
     return AsyncClient(transport=ASGITransport(app=app), base_url="http://testserver")  # type: ignore
 
 
 @pytest.fixture
-async def access_token(client: AsyncClient) -> str:
+async def access_token(client: AsyncClient, user: tuple[str, str]) -> str:
+    username, password = user
     response = await client.post(
         "/token",
-        data={"username": "testuser", "password": "testpassword"},
+        data={"username": username, "password": password},
     )
     return response.json()["access_token"]
 
diff --git a/tests/factories.py b/tests/factories.py
new file mode 100644
index 0000000..5e3d51c
--- /dev/null
+++ b/tests/factories.py
@@ -0,0 +1,11 @@
+from polyfactory import Use
+from polyfactory.factories.pydantic_factory import ModelFactory
+
+from smolvault.auth.models import NewUserDTO
+
+
+class UserFactory(ModelFactory[NewUserDTO]):
+    username = Use(lambda: ModelFactory.__faker__.user_name())
+    email = Use(lambda: ModelFactory.__faker__.email())
+    full_name = Use(lambda: ModelFactory.__faker__.name())
+    password = Use(lambda: ModelFactory.__faker__.password())
diff --git a/tests/test_delete_file.py b/tests/test_delete_file.py
index 09a3346..c838fcc 100644
--- a/tests/test_delete_file.py
+++ b/tests/test_delete_file.py
@@ -7,7 +7,7 @@
 from smolvault.models import FileUploadDTO
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_delete_file(client: AsyncClient, camera_img: bytes, access_token: str) -> None:
     # first upload the file
diff --git a/tests/test_endpoints.py b/tests/test_endpoints.py
index 0434451..e67f251 100644
--- a/tests/test_endpoints.py
+++ b/tests/test_endpoints.py
@@ -9,19 +9,7 @@
 from smolvault.models import FileMetadata
 
 
-@pytest.mark.asyncio
-async def test_read_root(client: AsyncClient, access_token: str) -> None:
-    response = await client.get("/", headers={"Authorization": f"Bearer {access_token}"})
-    assert response.status_code == 200
-    assert response.json() == {
-        "email": "test@email.com",
-        "full_name": "John Smith",
-        "username": "testuser",
-        "id": 1,
-    }
-
-
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_list_files(
     client: AsyncClient,
@@ -39,7 +27,7 @@ def mock_get_all_files(*args: Any, **kwargs: Any) -> Sequence[FileMetadataRecord
     assert response.json() == [file_metadata.model_dump(by_alias=True)]
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_bucket_w_camera_img")
 async def test_get_file(
     client: AsyncClient,
@@ -49,12 +37,13 @@ async def test_get_file(
     access_token: str,
 ) -> None:
     filename = f"{uuid4().hex[:6]}-camera.png"
-    await client.post(
+    response = await client.post(
         "/file/upload",
         files={"file": (filename, camera_img, "image/png")},
         data={"tags": "camera,photo"},
         headers={"Authorization": f"Bearer {access_token}"},
     )
+    assert response.status_code == 201
     response = await client.get(
         "/file/original",
         params={"filename": filename},
@@ -64,7 +53,7 @@ async def test_get_file(
     assert response.content == camera_img
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_get_file_not_found(client: AsyncClient, access_token: str) -> None:
     response = await client.get(
diff --git a/tests/test_file_uploads.py b/tests/test_file_uploads.py
index 2e92859..63f31c6 100644
--- a/tests/test_file_uploads.py
+++ b/tests/test_file_uploads.py
@@ -7,7 +7,7 @@
 from smolvault.models import FileUploadDTO
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_upload_file(client: AsyncClient, camera_img: bytes, access_token: str) -> None:
     filename = f"{uuid4().hex[:6]}-camera.png"
@@ -16,9 +16,9 @@ async def test_upload_file(client: AsyncClient, camera_img: bytes, access_token:
         size=len(camera_img),
         content=camera_img,
         tags="camera,photo",
-        user_id=1,
+        user_id=1,  # FIXME: Need to determine how to get the expected user_id
     )
-    expected = expected_obj.model_dump(exclude={"content", "upload_timestamp", "tags"})
+    expected = expected_obj.model_dump(exclude={"content", "upload_timestamp", "tags", "user_id"})
     response = await client.post(
         "/file/upload",
         files={"file": (filename, camera_img, "image/png")},
@@ -27,16 +27,19 @@ async def test_upload_file(client: AsyncClient, camera_img: bytes, access_token:
     )
     actual: dict[str, Any] = response.json()
     actual.pop("upload_timestamp")
+    actual.pop("user_id")
     assert response.status_code == 201
     assert actual == expected
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_upload_file_no_tags(client: AsyncClient, camera_img: bytes, access_token: str) -> None:
     filename = f"{uuid4().hex[:6]}-camera.png"
+
+    # FIXME: Need to determine how to get the expected user_id
     expected_obj = FileUploadDTO(name=filename, size=len(camera_img), content=camera_img, tags=None, user_id=1)
-    expected = expected_obj.model_dump(exclude={"content", "upload_timestamp", "tags"})
+    expected = expected_obj.model_dump(exclude={"content", "upload_timestamp", "tags", "user_id"})
 
     response = await client.post(
         "/file/upload",
@@ -46,4 +49,5 @@ async def test_upload_file_no_tags(client: AsyncClient, camera_img: bytes, acces
     assert response.status_code == 201
     actual: dict[str, Any] = response.json()
     actual.pop("upload_timestamp")
+    actual.pop("user_id")
     assert actual == expected
diff --git a/tests/test_search_by_tag.py b/tests/test_search_by_tag.py
index ad57b56..2592ebb 100644
--- a/tests/test_search_by_tag.py
+++ b/tests/test_search_by_tag.py
@@ -4,7 +4,7 @@
 from smolvault.models import FileMetadata
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_bucket_w_camera_img")
 async def test_search_tag_exists(
     client: AsyncClient,
@@ -37,7 +37,7 @@ async def test_search_tag_exists(
     assert actual == expected
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_search_tag_not_found(client: AsyncClient, access_token: str) -> None:
     response = await client.get(
diff --git a/tests/test_security.py b/tests/test_security.py
index 083a51a..9a3e5ca 100644
--- a/tests/test_security.py
+++ b/tests/test_security.py
@@ -1,8 +1,11 @@
+from os import environ
 from uuid import uuid4
 
 import pytest
 from httpx import AsyncClient
 
+from tests.conftest import TestDatabaseClient
+
 
 @pytest.fixture(scope="module")
 async def user_john(client: AsyncClient) -> str:
@@ -76,7 +79,7 @@ async def user_jack(client: AsyncClient) -> str:
     return response.json()["access_token"]
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_test_bucket")
 async def test_get_file(client: AsyncClient, camera_img: bytes, user_john: str, user_jane: str) -> None:
     """
@@ -115,7 +118,7 @@ async def _fully_populated_user_bucket(
     img_size = len(camera_img)
     bytes_uploaded = 0
     filenames: list[str] = []
-    while bytes_uploaded < 50000:
+    while bytes_uploaded < int(environ["DAILY_UPLOAD_LIMIT_BYTES"]):
         # upload file as john
         filename = f"{uuid4().hex[:6]}-camera.png"
         filenames.append(filename)
@@ -128,7 +131,7 @@ async def _fully_populated_user_bucket(
         bytes_uploaded += img_size
 
 
-@pytest.mark.asyncio
+@pytest.mark.anyio
 @pytest.mark.usefixtures("_fully_populated_user_bucket")
 async def test_user_over_daily_upload_limit(client: AsyncClient, camera_img: bytes, user_jack: str) -> None:
     """
@@ -144,3 +147,29 @@ async def test_user_over_daily_upload_limit(client: AsyncClient, camera_img: byt
     )
     assert response.status_code == 400
     assert response.json() == {"error": "Upload limit exceeded"}
+
+
+@pytest.mark.anyio
+@pytest.mark.usefixtures("_test_bucket")
+@pytest.mark.xfail(reason="Not implemented fully")
+async def test_user_creation_limit(
+    client: AsyncClient, user_john: str, user_jane: str, user_jack: str, db_client: TestDatabaseClient
+) -> None:
+    """
+    Test that the system blocks new user creation if the user limit has been reached.
+    """
+
+    users_count = db_client.get_user_count()  # noqa: F841
+    max_users = int(environ["USERS_LIMIT"])  # noqa: F841
+
+    user_data = {
+        "username": "kate",
+        "password": "testpassword",
+        "email": "email4@email.com",
+        "full_name": "Kate Smith",
+    }
+    response = await client.post(
+        "/users/new",
+        json=user_data,
+    )
+    assert response.status_code == 400
diff --git a/uv.lock b/uv.lock
index f4bd0e5..5d23a9d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -105,30 +105,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.35.2"
+version = "1.35.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0a/24/b799a01ecae387247e829fc86ea80c17f0aa2e29a894db91893f77c0a670/boto3-1.35.2.tar.gz", hash = "sha256:cbf197ce28f04bc1ffa1db0aa26a1903d9bfa57a490f70537932e84367cdd15b", size = 108620 }
+sdist = { url = "https://files.pythonhosted.org/packages/26/52/370f6b810608bf3a2282507c90cd7f925ac4672cda19d6ea32b6ca90e9ed/boto3-1.35.14.tar.gz", hash = "sha256:7bc78d7140c353b10a637927fe4bc4c4d95a464d1b8f515d5844def2ee52cbd5", size = 108613 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/24/12/186b60a2873df910f6d699dbe28f9d7afdd0b5389966ff5d9b472e69e974/boto3-1.35.2-py3-none-any.whl", hash = "sha256:c2f0837a259002489e59d1c30008791e3b3bb59e30e48c64e1d2d270147a4549", size = 139139 },
+    { url = "https://files.pythonhosted.org/packages/38/f1/d7e1d3d2dfdd91ab31a5f4e950b5c06c8715423eb1bae3ba5fce3826df3c/boto3-1.35.14-py3-none-any.whl", hash = "sha256:c3e138e9041d59cd34cdc28a587dfdc899dba02ea26ebc3e10fb4bc88e5cf31b", size = 139158 },
 ]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.35.2"
+version = "1.35.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore-stubs" },
     { name = "types-s3transfer" },
     { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e1/01/f0c1d8392031ad2c3ad75d229f9ec39df2f86748fa26955f1d2cb277fc21/boto3_stubs-1.35.2.tar.gz", hash = "sha256:3b06987af5e125e35c61d3ee530cafeda8e63e45075349aaf783419af52c5587", size = 88873 }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/cc/3574e46349ee41c5cd19129f01367fab3328d1cc85f01e77701754d8b2bd/boto3_stubs-1.35.14.tar.gz", hash = "sha256:cfa0d7189862cbd02c6cef1c6ce597728340056687547e8a2c50d2033bf979b6", size = 90389 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/13/f4/9410355a9d58e71c4e1babd275618d9049d0d733efd6733fe7aabbeb0aea/boto3_stubs-1.35.2-py3-none-any.whl", hash = "sha256:b86347f84329ee616a5c583c6087f3708e3166d325f1600d09117db07875262a", size = 56708 },
+    { url = "https://files.pythonhosted.org/packages/eb/6d/00590cdd0e1b67c317867b2e64c98c35b17a8b5c2ffb10c27d7e8d22993f/boto3_stubs-1.35.14-py3-none-any.whl", hash = "sha256:c9b3c92b5b9b1278ca03bbb942075c5f9378f4bd26d7bce3ab1068246b088928", size = 61105 },
 ]
 
 [package.optional-dependencies]
@@ -144,82 +144,82 @@ essential = [
 
 [[package]]
 name = "botocore"
-version = "1.35.2"
+version = "1.35.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/30/af/51b89a099da1900ad6d760d9b3f88a668309b4b480158e777161c5e63e29/botocore-1.35.2.tar.gz", hash = "sha256:96c8eb6f0baed623a1b57ca9f24cb21d5508872cf0dfebb55527a85b6dbc76ba", size = 12686844 }
+sdist = { url = "https://files.pythonhosted.org/packages/b3/88/567d824ae2b68b11f5702fc03a85caf9dfffea258a8b0b05dad4b800b222/botocore-1.35.14.tar.gz", hash = "sha256:8515a2fc7ca5bcf0b10016ba05ccf2d642b7cb77d8773026ff2fa5aa3bf38d2e", size = 12718969 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/26/48/11f2fb0ce8746e37752e8ede135ec9a99c6ced9c8ffb4e0cf84b0eec03be/botocore-1.35.2-py3-none-any.whl", hash = "sha256:92b168d8be79055bb25754aa34d699866d8aa66abc69f8ce99b0c191bd9c6e70", size = 12476056 },
+    { url = "https://files.pythonhosted.org/packages/70/00/4a7217ee62c00d8f64dc02cfc798774125dfa5be632761344d4bbd9787f9/botocore-1.35.14-py3-none-any.whl", hash = "sha256:24823135232f88266b66ae8e1d0f3d40872c14cd976781f7fe52b8f0d79035a0", size = 12508189 },
 ]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.35.2"
+version = "1.35.14"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "types-awscrt" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ef/7e/bae35a14ed1cc9183653259dd20eae1ecefe208e50a19b72865fe81aa2eb/botocore_stubs-1.35.2.tar.gz", hash = "sha256:cafb4ca0d281cad82ff65e6eed7bbc1372553965797766fe6d683f12ea9aa3f6", size = 38207 }
+sdist = { url = "https://files.pythonhosted.org/packages/35/8b/a4ee626bdf6632b3b897797db793bc78903c7860ec85b8bd7f19784d591b/botocore_stubs-1.35.14.tar.gz", hash = "sha256:cc40e48d3d2f22a74f3ca8c07d05789cf7d2f7c29acbfb701a2f5dc69bbf473e", size = 40554 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/dd/e8/ca060da774f6dcafe9f30c36881869199ab8bd0243776985dfff0d2b7c54/botocore_stubs-1.35.14-py3-none-any.whl", hash = "sha256:72071a5b05ec56b9915b70c71fe7e9820278e1ab637eb5e928e418fdb0eb0cf6", size = 60132 },
 ]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
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 [[package]]
@@ -1178,11 +1204,11 @@ crypto = [
 
 [[package]]
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