diff --git a/README.md b/README.md
index d12b709..49ec9bc 100644
--- a/README.md
+++ b/README.md
@@ -38,7 +38,13 @@ uv add "fastapi-multiauth[jwt,oauth]"
 
 ```python
 from fastapi import FastAPI, Security
-from fastapi_multiauth import HTTPBearerAuth, APIKeyCookieAuth, MultiAuth, UnauthorizedError
+from fastapi_multiauth import (
+    HTTPBearerAuth,
+    APIKeyCookieAuth,
+    MultiAuth,
+    UnauthorizedError,
+)
+
 
 async def validate_token(token: str) -> dict:
     user = await lookup_user_by_token(token)
@@ -46,9 +52,11 @@ async def validate_token(token: str) -> dict:
         raise UnauthorizedError()
     return user
 
+
 async def validate_session(value: str) -> dict:
     return await lookup_user_by_session(value)
 
+
 bearer = HTTPBearerAuth(validate_token, prefix="user_")
 session = APIKeyCookieAuth("session", validate_session, secret_key="...")
 
@@ -57,6 +65,7 @@ auth = MultiAuth(bearer, session)
 
 app = FastAPI()
 
+
 @app.get("/me")
 async def me(user=Security(auth)):
     return user
diff --git a/docs/index.md b/docs/index.md
index 2d087e0..a331eb0 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -38,7 +38,13 @@ uv add "fastapi-multiauth[jwt,oauth]"
 
 ```python
 from fastapi import FastAPI, Security
-from fastapi_multiauth import HTTPBearerAuth, APIKeyCookieAuth, MultiAuth, UnauthorizedError
+from fastapi_multiauth import (
+    HTTPBearerAuth,
+    APIKeyCookieAuth,
+    MultiAuth,
+    UnauthorizedError,
+)
+
 
 async def validate_token(token: str) -> dict:
     user = await lookup_user_by_token(token)
@@ -46,9 +52,11 @@ async def validate_token(token: str) -> dict:
         raise UnauthorizedError()
     return user
 
+
 async def validate_session(value: str) -> dict:
     return await lookup_user_by_session(value)
 
+
 bearer = HTTPBearerAuth(validate_token, prefix="user_")
 session = APIKeyCookieAuth("session", validate_session, secret_key="...")
 
@@ -57,6 +65,7 @@ auth = MultiAuth(bearer, session)
 
 app = FastAPI()
 
+
 @app.get("/me")
 async def me(user=Security(auth)):
     return user
diff --git a/docs/oauth.md b/docs/oauth.md
index e2e9626..750c469 100644
--- a/docs/oauth.md
+++ b/docs/oauth.md
@@ -22,6 +22,7 @@ from fastapi_multiauth.oauth import (
     oauth_resolve_provider_urls,
 )
 
+
 @app.get("/oauth/login")
 async def oauth_login(request: Request, next: str = "/"):
     endpoints = await oauth_resolve_provider_urls(settings.OIDC_DISCOVERY_URL)
@@ -40,15 +41,14 @@ async def oauth_login(request: Request, next: str = "/"):
         code_challenge=code_challenge,
     )
 
+
 @app.get("/oauth/callback")
 async def oauth_callback(request: Request, code: str, state: str | None = None):
     endpoints = await oauth_resolve_provider_urls(settings.OIDC_DISCOVERY_URL)
     expected = request.session.pop("oauth_state", "")  # single-use
     code_verifier = request.session.pop("oauth_code_verifier", None)
     # Open-redirect guard: by default only relative paths are accepted.
-    destination = oauth_decode_state(
-        state, expected_state_token=expected, fallback="/"
-    )
+    destination = oauth_decode_state(state, expected_state_token=expected, fallback="/")
     try:
         token = await oauth_exchange_code(
             token_url=endpoints.token_endpoint,
diff --git a/docs/recipes.md b/docs/recipes.md
index cb83d45..dc2f359 100644
--- a/docs/recipes.md
+++ b/docs/recipes.md
@@ -9,27 +9,35 @@ The flagship pattern: browser users authenticate with a signed session cookie, a
 ```python
 from fastapi import FastAPI, Response, Security
 from fastapi_multiauth import (
-    HTTPBearerAuth, APIKeyCookieAuth, MultiAuth, UnauthorizedError, hash_token,
+    HTTPBearerAuth,
+    APIKeyCookieAuth,
+    MultiAuth,
+    UnauthorizedError,
+    hash_token,
 )
 
+
 async def validate_session(user_id: str) -> User:
     user = await db.get_user(user_id)
     if user is None:
         raise UnauthorizedError()
     return user
 
+
 async def validate_api_token(token: str) -> User:
     row = await db.get_api_token(token_hash=hash_token(token))
     if row is None or row.revoked:
         raise UnauthorizedError()
     return row.user
 
+
 session = APIKeyCookieAuth("session", validate_session, secret_key=settings.SECRET_KEY)
 api = HTTPBearerAuth(validate_api_token, prefix="user_")
 auth = MultiAuth(api, session)  # bearer first: API clients never hit cookie parsing
 
 app = FastAPI()
 
+
 @app.get("/me")
 async def me(user: User = Security(auth)):
     return user
@@ -44,10 +52,11 @@ user_tokens = HTTPBearerAuth(validate_user_token, prefix="user_")
 org_tokens = HTTPBearerAuth(validate_org_token, prefix="org_")
 auth = MultiAuth(user_tokens, org_tokens)
 
+
 # Issuing: store the hash, hand out the token once:
 @app.post("/tokens")
 async def create_token(user: User = Security(session)):
-    token = user_tokens.generate_token()           # "user_Xk3..."
+    token = user_tokens.generate_token()  # "user_Xk3..."
     await db.save_api_token(user.id, hash_token(token))
     return {"token": token}  # the only time it is ever visible
 ```
@@ -82,6 +91,7 @@ from fastapi_multiauth.oauth import (
     oauth_resolve_provider_urls,
 )
 
+
 @app.get("/oauth/login")
 async def oauth_login(request: Request, next: str = "/"):
     endpoints = await oauth_resolve_provider_urls(settings.OIDC_DISCOVERY_URL)
@@ -99,6 +109,7 @@ async def oauth_login(request: Request, next: str = "/"):
         code_challenge=code_challenge,
     )
 
+
 @app.get("/oauth/callback")
 async def oauth_callback(request: Request, code: str, state: str | None = None):
     endpoints = await oauth_resolve_provider_urls(settings.OIDC_DISCOVERY_URL)
@@ -153,13 +164,14 @@ async def validate_session(user_id: str, *, role: str | None = None) -> User:
     if user is None:
         raise UnauthorizedError()
     if role is not None and user.role != role:
-        raise ForbiddenError()          # authenticated, but not allowed → 403
+        raise ForbiddenError()  # authenticated, but not allowed → 403
     return user
 
+
 session = APIKeyCookieAuth("session", validate_session, secret_key=settings.SECRET_KEY)
 admin_session = session.require(role="admin")
 
+
 @app.get("/admin/stats")
-async def stats(user: User = Security(admin_session)):
-    ...
+async def stats(user: User = Security(admin_session)): ...
 ```
diff --git a/docs/usage.md b/docs/usage.md
index 6cd46c3..61be9eb 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -7,6 +7,7 @@ Every source wraps a callable you provide. It can be sync or async, receives the
 ```python
 from fastapi_multiauth import UnauthorizedError
 
+
 async def validate_token(token: str) -> User:
     user = await db.get_user_by_token(token)
     if user is None:
@@ -25,6 +26,7 @@ The same applies per route: `.require(**kwargs)` returns a copy of the source wi
 ```python
 bearer = HTTPBearerAuth(validate_token)
 
+
 @app.get("/admin")
 async def admin(user=Security(bearer.require(role=Role.ADMIN))):
     return user
@@ -46,6 +48,7 @@ bearer = HTTPBearerAuth(validate_token)
 
 app = FastAPI()
 
+
 @app.get("/me")
 async def me(user=Security(bearer)):
     return user
@@ -67,9 +70,10 @@ org_bearer = HTTPBearerAuth(validate_org_token, prefix="org_")
 ```python
 from fastapi_multiauth import hash_token, verify_token_hash
 
-token = user_bearer.generate_token()   # "user_Xk3...": show it to the user once
+token = user_bearer.generate_token()  # "user_Xk3...": show it to the user once
 await db.save_api_token(user_id, token_hash=hash_token(token))
 
+
 async def validate_user_token(token: str) -> User:
     row = await db.get_api_token(token_hash=hash_token(token))
     if row is None:
@@ -91,15 +95,17 @@ session = APIKeyCookieAuth(
     validate_session,
     secret_key=settings.SECRET_KEY,  # ≥ 32 bytes, enforced at startup
     ttl=86400,
-    samesite="lax",   # default; also: domain=..., path=...
+    samesite="lax",  # default; also: domain=..., path=...
 )
 
+
 @app.post("/login")
 async def login(response: Response, credentials: LoginForm):
     user = await check_password(credentials)
     session.set_cookie(response, str(user.id))
     return {"ok": True}
 
+
 @app.post("/logout")
 async def logout(response: Response):
     session.delete_cookie(response)
@@ -151,6 +157,7 @@ api_key = APIKeyQueryAuth("api_key", validate_api_key)
 import secrets
 from fastapi_multiauth import HTTPBasicAuth, UnauthorizedError
 
+
 async def validate_basic(username: str, password: str) -> dict:
     user = await db.get_user(username)
     if user is None or not secrets.compare_digest(
@@ -159,6 +166,7 @@ async def validate_basic(username: str, password: str) -> dict:
         raise UnauthorizedError()
     return user
 
+
 basic = HTTPBasicAuth(validate_basic, realm="api")
 ```
 
@@ -173,6 +181,7 @@ from fastapi_multiauth import MultiAuth
 
 auth = MultiAuth(bearer, session)
 
+
 @app.get("/me")
 async def me(user=Security(auth)):
     return user
@@ -189,11 +198,12 @@ async def validate_token(token: str, scopes: list[str]) -> User:
         raise UnauthorizedError()
     return user
 
+
 bearer = HTTPBearerAuth(validate_token)
 
+
 @app.post("/challenges")
-async def create(user=Security(bearer, scopes=["challenges:write"])):
-    ...
+async def create(user=Security(bearer, scopes=["challenges:write"])): ...
 ```
 
 !!! note "Scopes and OpenAPI"
@@ -220,6 +230,7 @@ bearer = HTTPBearerAuth(
     )
 )
 
+
 @app.get("/me")
 async def me(claims=Security(bearer)):
     return claims
diff --git a/pyproject.toml b/pyproject.toml
index 5660cc1..0020ae9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -80,7 +80,7 @@ build-backend = "uv_build"
 extend-select = ["S"]
 
 [tool.ruff.lint.per-file-ignores]
-"tests/**" = ["S"]
+"tests/**" = ["S", "B008"]
 
 [tool.pytest.ini_options]
 testpaths = ["tests"]
diff --git a/src/fastapi_multiauth/_http.py b/src/fastapi_multiauth/_http.py
index 388e3bd..3173a2c 100644
--- a/src/fastapi_multiauth/_http.py
+++ b/src/fastapi_multiauth/_http.py
@@ -15,7 +15,7 @@
 def _require_https(url: str, description: str) -> str:
     """Reject non-string URLs and URLs that would send credentials over plaintext HTTP."""
     if not isinstance(url, str):
-        raise ValueError(f"{description} must be a string URL (got {url!r})")
+        raise ValueError(f"{description} must be a string URL (got {url!r})")  # noqa: TRY004
     parsed = urlsplit(url)
     if parsed.scheme == "https":
         return url
diff --git a/src/fastapi_multiauth/abc.py b/src/fastapi_multiauth/abc.py
index cd8346d..7dce996 100644
--- a/src/fastapi_multiauth/abc.py
+++ b/src/fastapi_multiauth/abc.py
@@ -3,7 +3,8 @@
 import copy
 import inspect
 from abc import ABC, abstractmethod
-from typing import Annotated, Any, Callable, TypeVar
+from collections.abc import Callable
+from typing import TYPE_CHECKING, Annotated, Any
 
 from fastapi import Depends, HTTPException, Request
 from fastapi.security import SecurityScopes
@@ -12,7 +13,8 @@
 from fastapi_multiauth.exceptions import UnauthorizedError
 from fastapi_multiauth.utils import add_challenge, challenge_headers, ensure_async
 
-_V = TypeVar("_V", bound="ValidatedAuthSource")
+if TYPE_CHECKING:
+    from typing_extensions import Self
 
 
 def _reject_scopes_kwarg(kwargs: dict[str, Any]) -> None:
@@ -71,7 +73,7 @@ def __init__(self, scheme: Any) -> None:
         self.model = scheme.model
         self.scheme_name = scheme.scheme_name
 
-    async def __call__(self, request: Request) -> None:  # noqa: ARG002
+    async def __call__(self, request: Request) -> None:
         return None
 
 
@@ -212,7 +214,7 @@ async def authenticate_scoped(self, credential: str, scopes: list[str]) -> Any:
         """Validate a credential, forwarding route-declared scopes to the validator."""
         return await self._call_validator(credential, scopes=scopes)
 
-    def require(self: _V, **kwargs: Any) -> _V:
+    def require(self, **kwargs: Any) -> "Self":
         """Return a copy of this source with additional (or overriding) validator kwargs."""
         _reject_scopes_kwarg(kwargs)
         clone = copy.copy(self)
diff --git a/src/fastapi_multiauth/jwt.py b/src/fastapi_multiauth/jwt.py
index ae0e9a3..ed7d060 100644
--- a/src/fastapi_multiauth/jwt.py
+++ b/src/fastapi_multiauth/jwt.py
@@ -2,8 +2,8 @@
 
 import logging
 import time
-from collections.abc import Sequence
-from typing import Any, Callable
+from collections.abc import Callable, Sequence
+from typing import Any
 
 import anyio
 from fastapi import HTTPException, status
diff --git a/src/fastapi_multiauth/sources/basic.py b/src/fastapi_multiauth/sources/basic.py
index f944aa4..c0d797d 100644
--- a/src/fastapi_multiauth/sources/basic.py
+++ b/src/fastapi_multiauth/sources/basic.py
@@ -1,7 +1,8 @@
 """HTTP Basic authentication source."""
 
 import base64
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from fastapi import Request
 from fastapi.security import HTTPBasic
diff --git a/src/fastapi_multiauth/sources/bearer.py b/src/fastapi_multiauth/sources/bearer.py
index 537b2b5..ffca6e0 100644
--- a/src/fastapi_multiauth/sources/bearer.py
+++ b/src/fastapi_multiauth/sources/bearer.py
@@ -1,7 +1,8 @@
 """Bearer token authentication source."""
 
 import secrets
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from fastapi import Request
 from fastapi.security import HTTPBearer
diff --git a/src/fastapi_multiauth/sources/cookie.py b/src/fastapi_multiauth/sources/cookie.py
index b3bbcf9..f0527fa 100644
--- a/src/fastapi_multiauth/sources/cookie.py
+++ b/src/fastapi_multiauth/sources/cookie.py
@@ -1,8 +1,8 @@
 """Cookie-based authentication source."""
 
 import hashlib
-from collections.abc import Sequence
-from typing import Any, Callable, Literal
+from collections.abc import Callable, Sequence
+from typing import Any, Literal
 
 from fastapi import Request, Response
 from fastapi.security import APIKeyCookie
diff --git a/src/fastapi_multiauth/sources/header.py b/src/fastapi_multiauth/sources/header.py
index e4b1d00..39e586b 100644
--- a/src/fastapi_multiauth/sources/header.py
+++ b/src/fastapi_multiauth/sources/header.py
@@ -1,6 +1,7 @@
 """API key header authentication source."""
 
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from fastapi import Request
 from fastapi.security import APIKeyHeader
diff --git a/src/fastapi_multiauth/sources/query.py b/src/fastapi_multiauth/sources/query.py
index ca339a4..cd3a82b 100644
--- a/src/fastapi_multiauth/sources/query.py
+++ b/src/fastapi_multiauth/sources/query.py
@@ -1,6 +1,7 @@
 """API key query-string authentication source."""
 
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 from fastapi import Request
 from fastapi.security import APIKeyQuery
diff --git a/src/fastapi_multiauth/utils.py b/src/fastapi_multiauth/utils.py
index adcc34f..464772d 100644
--- a/src/fastapi_multiauth/utils.py
+++ b/src/fastapi_multiauth/utils.py
@@ -4,7 +4,8 @@
 import hashlib
 import hmac
 import inspect
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 import anyio.to_thread
 from fastapi import HTTPException, Request
diff --git a/tests/test_multiauth.py b/tests/test_multiauth.py
index e97442c..7329f3f 100644
--- a/tests/test_multiauth.py
+++ b/tests/test_multiauth.py
@@ -14,23 +14,23 @@
 import respx
 from cryptography.hazmat.primitives.asymmetric import rsa
 from fastapi import FastAPI, HTTPException, Security
-from jwt.algorithms import RSAAlgorithm
 from fastapi.testclient import TestClient
+from jwt.algorithms import RSAAlgorithm
 
-from fastapi_multiauth.exceptions import UnauthorizedError
 from fastapi_multiauth import (
+    APIKeyCookieAuth,
     APIKeyHeaderAuth,
     APIKeyQueryAuth,
     AuthSource,
+    ForbiddenError,
     HTTPBasicAuth,
     HTTPBearerAuth,
-    APIKeyCookieAuth,
-    ForbiddenError,
     JWTValidator,
     MultiAuth,
     hash_token,
     verify_token_hash,
 )
+from fastapi_multiauth.exceptions import UnauthorizedError
 from fastapi_multiauth.oauth import (
     OAuthDiscoveryError,
     OAuthExchangeError,
@@ -1402,7 +1402,8 @@ def test_scopes_kwarg_rejected_via_require(self):
 
     def test_accepts_scopes_non_introspectable_callable(self):
         """Callables without an inspectable signature are treated as scope-less."""
-        from typing import Any, Callable, cast
+        from collections.abc import Callable
+        from typing import Any, cast
 
         from fastapi_multiauth.abc import _accepts_scopes
 
diff --git a/uv.lock b/uv.lock
index 7382edb..b5da924 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1121,27 +1121,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.21"
+version = "0.16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0f/36/6f65aa9989acdec45d417192d8f4e7921931d8a6cf87ac74bce3eed98a8e/ruff-0.15.21.tar.gz", hash = "sha256:d0cfc841c572283c36548f82664a54ce6565567f1b0d5b4cf2caac693d8b7500", size = 4769401, upload-time = "2026-07-09T20:01:34.005Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
 wheels = [
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