diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 18e7498..2b11178 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -11,4 +11,4 @@ jobs:
     steps:
     - uses: actions/checkout@v3
     - uses: actions/setup-python@v3
-    - uses: pre-commit/action@v3.0.1
\ No newline at end of file
+    - uses: pre-commit/action@v3.0.1
diff --git a/agent_gateway/agents/agent.py b/agent_gateway/agents/agent.py
index 2344ea7..4b89fb1 100644
--- a/agent_gateway/agents/agent.py
+++ b/agent_gateway/agents/agent.py
@@ -15,8 +15,9 @@
 import json
 import logging
 from abc import abstractmethod
+from collections.abc import Sequence
 from pathlib import Path
-from typing import Any, Dict, List, Optional, Sequence, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
 import yaml
 from chains.llm_chain import LLMChain
diff --git a/agent_gateway/chains/llm_chain.py b/agent_gateway/chains/llm_chain.py
index c8a7e67..b657568 100644
--- a/agent_gateway/chains/llm_chain.py
+++ b/agent_gateway/chains/llm_chain.py
@@ -14,7 +14,8 @@
 
 import logging
 import warnings
-from typing import Any, Dict, List, Optional, Sequence, Tuple, Union
+from collections.abc import Sequence
+from typing import Any, Dict, List, Optional, Tuple, Union
 
 from langchain.callbacks.manager import (
     AsyncCallbackManager,
diff --git a/agent_gateway/gateway/gateway.py b/agent_gateway/gateway/gateway.py
index 28c3e4b..d781beb 100644
--- a/agent_gateway/gateway/gateway.py
+++ b/agent_gateway/gateway/gateway.py
@@ -15,7 +15,8 @@
 import logging
 import re
 import threading
-from typing import Any, Dict, List, Mapping, Optional, Sequence, Union, cast
+from collections.abc import Sequence
+from typing import Any, Dict, List, Mapping, Optional, Union, cast
 
 from snowflake.connector.connection import SnowflakeConnection
 from snowflake.snowpark import Session
diff --git a/agent_gateway/gateway/output_parser.py b/agent_gateway/gateway/output_parser.py
index 77dcad2..ec2170f 100644
--- a/agent_gateway/gateway/output_parser.py
+++ b/agent_gateway/gateway/output_parser.py
@@ -12,7 +12,8 @@
 
 import ast
 import re
-from typing import Any, Sequence, Tuple, Union
+from collections.abc import Sequence
+from typing import Any, Tuple, Union
 
 from langchain.schema import OutputParserException
 
diff --git a/agent_gateway/gateway/planner.py b/agent_gateway/gateway/planner.py
index 12621b6..128973b 100644
--- a/agent_gateway/gateway/planner.py
+++ b/agent_gateway/gateway/planner.py
@@ -16,11 +16,13 @@
 import json
 import logging
 import re
-from typing import Any, Optional, Sequence, Union
+from collections.abc import Sequence
+from typing import Any, Optional, Union
 from uuid import UUID
 
 from langchain.callbacks.base import AsyncCallbackHandler
 
+from agent_gateway.executors.schema import Plan
 from agent_gateway.gateway.constants import END_OF_PLAN
 from agent_gateway.gateway.output_parser import (
     ACTION_PATTERN,
@@ -29,7 +31,6 @@
     instantiate_task,
 )
 from agent_gateway.gateway.task_processor import Task
-from agent_gateway.executors.schema import Plan
 from agent_gateway.tools.base import StructuredTool, Tool
 from agent_gateway.tools.logger import gateway_logger
 from agent_gateway.tools.utils import CortexEndpointBuilder, post_cortex_request
diff --git a/agent_gateway/gateway/task_processor.py b/agent_gateway/gateway/task_processor.py
index 442badf..79dd677 100644
--- a/agent_gateway/gateway/task_processor.py
+++ b/agent_gateway/gateway/task_processor.py
@@ -14,8 +14,9 @@
 
 import asyncio
 import logging
+from collections.abc import Collection
 from dataclasses import dataclass
-from typing import Any, Callable, Collection, Dict, List, Optional
+from typing import Any, Callable, Dict, List, Optional
 
 from agent_gateway.tools.logger import gateway_logger
 
diff --git a/agent_gateway/tools/base.py b/agent_gateway/tools/base.py
index 272b2bb..6cb3cbe 100644
--- a/agent_gateway/tools/base.py
+++ b/agent_gateway/tools/base.py
@@ -197,9 +197,7 @@ def __init__(
         self, name: str, func: Optional[Callable], description: str, **kwargs: Any
     ) -> None:
         """Initialize tool."""
-        super(Tool, self).__init__(
-            name=name, func=func, description=description, **kwargs
-        )
+        super().__init__(name=name, func=func, description=description, **kwargs)
 
     @classmethod
     def from_function(
diff --git a/agent_gateway/tools/logger.py b/agent_gateway/tools/logger.py
index 871ffcc..ff4b3e3 100644
--- a/agent_gateway/tools/logger.py
+++ b/agent_gateway/tools/logger.py
@@ -37,7 +37,7 @@ class Logger:
 
     def __new__(cls):
         if cls._instance is None:
-            cls._instance = super(Logger, cls).__new__(cls)
+            cls._instance = super().__new__(cls)
             cls._instance.init()
         return cls._instance
 
diff --git a/agent_gateway/tools/snowflake_tools.py b/agent_gateway/tools/snowflake_tools.py
index 6f64f9c..a637c36 100644
--- a/agent_gateway/tools/snowflake_tools.py
+++ b/agent_gateway/tools/snowflake_tools.py
@@ -326,9 +326,7 @@ def __init__(
         self.FILE = semantic_model
         self.STAGE = stage
 
-        gateway_logger.log(
-            logging.INFO, "Cortex Analyst Tool successfully initialized"
-        )
+        gateway_logger.log(logging.INFO, "Cortex Analyst Tool successfully initialized")
 
     def __call__(self, prompt) -> Any:
         return self.asearch(query=prompt)