diff --git a/examples/agent/startup-simulator-3000/test_setup.py b/examples/agent/startup-simulator-3000/test_setup.py
index 53966931..3795e10b 100644
--- a/examples/agent/startup-simulator-3000/test_setup.py
+++ b/examples/agent/startup-simulator-3000/test_setup.py
@@ -14,11 +14,11 @@
 def test_python_version() -> bool:
     """Test if Python version is compatible"""
     print("🐍 Testing Python version...")
-    version = sys.version_info
-    if version.major < 3 or (version.major == 3 and version.minor < 8):
-        print(f"❌ Python {version.major}.{version.minor} is too old. Need Python 3.8+")
+    py_version = sys.version_info
+    if py_version.major < 3 or (py_version.major == 3 and py_version.minor < 8):
+        print(f"❌ Python {py_version.major}.{py_version.minor} is too old. Need Python 3.8+")
         return False
-    print(f"✅ Python {version.major}.{version.minor}.{version.micro} is compatible")
+    print(f"✅ Python {py_version.major}.{py_version.minor}.{py_version.micro} is compatible")
     return True
 
 
diff --git a/src/splunk_ao/experiments.py b/src/splunk_ao/experiments.py
index 4f5f1c0a..37ed7393 100644
--- a/src/splunk_ao/experiments.py
+++ b/src/splunk_ao/experiments.py
@@ -300,8 +300,8 @@ def process_row(row: DatasetRecord, process_func: Callable) -> str:
         # This ensures OTEL-instrumented frameworks get dataset fields attached to their spans
         with splunk_ao_dataset_context(dataset_input=row.input, dataset_output=row.output, dataset_metadata=row.metadata):
             output = process_func(row.deserialized_input)
-            log = splunk_ao_context.get_logger_instance()
-            log.conclude(output)
+            logger_instance = splunk_ao_context.get_logger_instance()
+            logger_instance.conclude(output)
     except Exception as exc:
         output = f"error during executing: {process_func.__name__}: {exc}"
         _logger.error(output)
diff --git a/src/splunk_ao/utils/headers_data.py b/src/splunk_ao/utils/headers_data.py
index f8c6145b..64cfdcb4 100644
--- a/src/splunk_ao/utils/headers_data.py
+++ b/src/splunk_ao/utils/headers_data.py
@@ -59,10 +59,10 @@ def get_method_name() -> str:
 
 def get_sdk_header() -> str:
     """Build the Splunk-AO-SDK header value."""
-    version = get_package_version()
+    version_str = get_package_version()
     method_name = get_method_name()
 
-    sdk_header = f"galileo-python/{version}"
+    sdk_header = f"galileo-python/{version_str}"
     if method_name:
         sdk_header = f"{sdk_header} {method_name}"