diff --git a/backend/linkpulse/__main__.py b/backend/linkpulse/__main__.py
index 45a6b38..5e9ad0a 100644
--- a/backend/linkpulse/__main__.py
+++ b/backend/linkpulse/__main__.py
@@ -59,7 +59,7 @@ def main(*args: str) -> None:
         # import most useful objects, models, and functions
         lp = linkpulse  # alias
         from linkpulse.app import app
-        from linkpulse.models import BaseModel, User, Session
+        from linkpulse.models import BaseModel, Session, User
         from linkpulse.utilities import get_db
 
         db = get_db()
diff --git a/backend/linkpulse/app.py b/backend/linkpulse/app.py
index bde4770..1713d0a 100644
--- a/backend/linkpulse/app.py
+++ b/backend/linkpulse/app.py
@@ -30,9 +30,7 @@ async def lifespan(_: FastAPI) -> AsyncIterator[None]:
     db.connect()
     db.create_tables([models.User, models.Session])
 
-    FastAPICache.init(
-        backend=InMemoryBackend(), prefix="fastapi-cache", cache_status_header="X-Cache"
-    )
+    FastAPICache.init(backend=InMemoryBackend(), prefix="fastapi-cache", cache_status_header="X-Cache")
 
     scheduler.start()
 
diff --git a/backend/linkpulse/dependencies.py b/backend/linkpulse/dependencies.py
index 41f721e..cedd093 100644
--- a/backend/linkpulse/dependencies.py
+++ b/backend/linkpulse/dependencies.py
@@ -1,11 +1,12 @@
 import os
+from dataclasses import dataclass
+
 import structlog
 from fastapi import HTTPException, Request, Response, status
-from limits.aio.strategies import MovingWindowRateLimiter
-from limits.aio.storage import MemoryStorage
 from limits import parse
+from limits.aio.storage import MemoryStorage
+from limits.aio.strategies import MovingWindowRateLimiter
 from linkpulse.models import Session
-from dataclasses import dataclass
 
 storage = MemoryStorage()
 strategy = MovingWindowRateLimiter(storage)
diff --git a/backend/linkpulse/logging.py b/backend/linkpulse/logging.py
index b10f7f1..4ee6f68 100644
--- a/backend/linkpulse/logging.py
+++ b/backend/linkpulse/logging.py
@@ -31,9 +31,7 @@ def drop_color_message_key(_: Any, __: Any, event_dict: EventDict) -> EventDict:
     return event_dict
 
 
-def setup_logging(
-    json_logs: Optional[bool] = None, log_level: Optional[str] = None
-) -> None:
+def setup_logging(json_logs: Optional[bool] = None, log_level: Optional[str] = None) -> None:
     # Pull from environment variables, apply defaults if not set
     json_logs = json_logs or os.getenv("LOG_JSON_FORMAT", "true").lower() == "true"
     log_level = log_level or os.getenv("LOG_LEVEL", "INFO")
@@ -158,8 +156,6 @@ def setup_logging(
             sys.__excepthook__(exc_type, exc_value, exc_traceback)
             return
 
-        root_logger.error(
-            "Uncaught exception", exc_info=(exc_type, exc_value, exc_traceback)
-        )
+        root_logger.error("Uncaught exception", exc_info=(exc_type, exc_value, exc_traceback))
 
     sys.excepthook = handle_exception
diff --git a/backend/linkpulse/routers/auth.py b/backend/linkpulse/routers/auth.py
index 275b878..7039cd8 100644
--- a/backend/linkpulse/routers/auth.py
+++ b/backend/linkpulse/routers/auth.py
@@ -3,7 +3,7 @@ from typing import Annotated, Optional, Tuple
 
 import structlog
 from fastapi import APIRouter, Depends, Response, status
-from linkpulse.dependencies import SessionDependency, RateLimiter, SessionModel
+from linkpulse.dependencies import RateLimiter, SessionDependency, SessionModel
 from linkpulse.models import Session, User
 from linkpulse.utilities import utc_now
 from pwdlib import PasswordHash
diff --git a/backend/linkpulse/routers/misc.py b/backend/linkpulse/routers/misc.py
index e91c41e..57b1877 100644
--- a/backend/linkpulse/routers/misc.py
+++ b/backend/linkpulse/routers/misc.py
@@ -28,8 +28,6 @@ async def get_migration() -> dict[str, Any]:
     :rtype: dict[str, Any]
     """
     # Kind of insecure, but this is just a demo thing to show that migratehistory is available.
-    cursor = db.execute_sql(
-        "SELECT name, migrated_at FROM migratehistory ORDER BY migrated_at DESC LIMIT 1"
-    )
+    cursor = db.execute_sql("SELECT name, migrated_at FROM migratehistory ORDER BY migrated_at DESC LIMIT 1")
     name, migrated_at = cursor.fetchone()
     return {"name": name, "migrated_at": migrated_at}
diff --git a/backend/linkpulse/tests/test_auth.py b/backend/linkpulse/tests/test_auth.py
index f65dbb1..cede613 100644
--- a/backend/linkpulse/tests/test_auth.py
+++ b/backend/linkpulse/tests/test_auth.py
@@ -1,14 +1,14 @@
 from datetime import datetime, timedelta
+
+import pytest
 import structlog
 from fastapi import status
 from fastapi.testclient import TestClient
 from linkpulse.app import app
+from linkpulse.tests.test_session import expired_session, session
 from linkpulse.tests.test_user import user
-from linkpulse.tests.test_session import session, expired_session
 from linkpulse.utilities import utc_now
 
-import pytest
-
 logger = structlog.get_logger()
 
 
diff --git a/backend/linkpulse/tests/test_session.py b/backend/linkpulse/tests/test_session.py
index fdcc9e1..ad38ec9 100644
--- a/backend/linkpulse/tests/test_session.py
+++ b/backend/linkpulse/tests/test_session.py
@@ -3,11 +3,10 @@ from datetime import timedelta
 import pytest
 import structlog
 from linkpulse.models import Session
+from linkpulse.routers.auth import validate_session
 from linkpulse.tests.random import random_string
 from linkpulse.tests.test_user import user
 from linkpulse.utilities import utc_now
-from linkpulse.routers.auth import validate_session
-
 from peewee import IntegrityError
 
 logger = structlog.get_logger()