diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ab895f8..1f885ea 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,7 +3,7 @@
 exclude: ^(api_protobuf/.*|docs/protobuf_docs\.md|dhaul_openapi/messages/.*)$
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v4.5.0
     hooks:
       - id: check-yaml
       - id: end-of-file-fixer
@@ -16,7 +16,7 @@ repos:
       - id: check-merge-conflict
       - id: check-added-large-files
   - repo: https://github.com/psf/black
-    rev: 23.7.0
+    rev: 23.11.0
     hooks:
       - id: black
         args: [--config=pyproject.toml]
@@ -25,7 +25,7 @@ repos:
     hooks:
       - id: isort
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v1.4.1"
+    rev: "v1.7.1"
     hooks:
       - id: mypy
   - repo: https://github.com/PyCQA/docformatter
@@ -36,28 +36,28 @@ repos:
           - --in-place
           - --config=pyproject.toml
   - repo: https://github.com/PyCQA/autoflake
-    rev: v2.2.0
+    rev: v2.2.1
     hooks:
       - id: autoflake
   - repo: https://github.com/pycqa/flake8
-    rev: 6.0.0
+    rev: 6.1.0
     hooks:
       - id: flake8
         entry: pflake8
         additional_dependencies: [pyproject-flake8]
   - repo: https://github.com/netromdk/vermin
-    rev: v1.5.2
+    rev: v1.6.0
     hooks:
       - id: vermin
         # specify your target version here, OR in a Vermin config file as usual:
         args: ["-t=3.9-", "--violations"]
         # (if your target is specified in a Vermin config, you may omit the 'args' entry entirely)
   - repo: https://github.com/adrienverge/yamllint.git
-    rev: v1.32.0
+    rev: v1.33.0
     hooks:
       - id: yamllint
   - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: v0.35.0
+    rev: v0.37.0
     hooks:
       - id: markdownlint-fix
       - id: markdownlint
diff --git a/mitmproxy2swagger/swagger_util.py b/mitmproxy2swagger/swagger_util.py
index 4d50ca8..f9847fa 100644
--- a/mitmproxy2swagger/swagger_util.py
+++ b/mitmproxy2swagger/swagger_util.py
@@ -111,22 +111,22 @@ def response_to_headers(headers):
 
 def value_to_schema(value):
     # check if value is a number
-    if type(value) == int or type(value) == float:
+    if isinstance(value, (int, float)):
         return {"type": "number"}
     # check if value is a boolean
-    elif type(value) == bool:
+    elif isinstance(value, bool):
         return {"type": "boolean"}
     # check if value is a string
-    elif type(value) == str:
+    elif isinstance(value, str):
         return {"type": "string"}
     # check if value is a list
-    elif type(value) == list:
+    elif isinstance(value, list):
         if len(value) == 0:
             return {"type": "array", "items": {}}
 
         return {"type": "array", "items": value_to_schema(value[0])}
     # check if value is a dict
-    elif type(value) == dict:
+    elif isinstance(value, dict):
         return {
             "type": "object",
             "properties": {key: value_to_schema(value[key]) for key in value},
@@ -142,14 +142,14 @@ MAX_EXAMPLE_OBJECT_PROPERTIES = 150
 
 # recursively scan an example value and limit the number of elements and properties
 def limit_example_size(example):
-    if type(example) == list:
+    if isinstance(example, list):
         new_list = []
         for element in example:
             if len(new_list) >= MAX_EXAMPLE_ARRAY_ELEMENTS:
                 break
             new_list.append(limit_example_size(element))
         return new_list
-    elif type(example) == dict:
+    elif isinstance(example, dict):
         new_dict = {}
         for key in example:
             if len(new_dict) >= MAX_EXAMPLE_OBJECT_PROPERTIES: