diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py
index 10ae49ccc51..acdb5a0253d 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/alice_wonderfence.py
@@ -38,7 +38,7 @@ from .processing import (
 )
 
 if TYPE_CHECKING:
-    from wonderfence_sdk.client import (  # type: ignore[import-untyped]  # pyright: ignore[reportMissingTypeStubs]
+    from wonderfence_sdk.client import (  # pyright: ignore[reportMissingTypeStubs]  # wonderfence_sdk ships no type stubs
         WonderFenceV2Client as _WonderFenceV2Client,
     )
 
diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py
index a81d00c9216..bfcd423992e 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/client_cache.py
@@ -5,7 +5,7 @@ from dataclasses import dataclass
 from typing import TYPE_CHECKING, Any, Callable
 
 if TYPE_CHECKING:
-    from wonderfence_sdk.client import (  # type: ignore[import-untyped]  # pyright: ignore[reportMissingTypeStubs]
+    from wonderfence_sdk.client import (  # pyright: ignore[reportMissingTypeStubs]  # wonderfence_sdk ships no type stubs
         WonderFenceV2Client as _WonderFenceV2Client,
     )
 
@@ -30,10 +30,10 @@ def load_sdk() -> tuple[Any, Any]:
     on the instance so per-call hot paths don't re-trigger the import machinery.
     """
     try:
-        from wonderfence_sdk.client import (  # type: ignore[import-untyped]  # pyright: ignore[reportMissingTypeStubs]
+        from wonderfence_sdk.client import (  # pyright: ignore[reportMissingTypeStubs]  # wonderfence_sdk ships no type stubs
             WonderFenceV2Client,
         )
-        from wonderfence_sdk.models import (  # type: ignore[import-untyped]  # pyright: ignore[reportMissingTypeStubs]
+        from wonderfence_sdk.models import (  # pyright: ignore[reportMissingTypeStubs]  # wonderfence_sdk ships no type stubs
             AnalysisContext,
         )
     except ImportError as e:
diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/processing.py b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/processing.py
index a44da75c463..c63945b5bac 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/processing.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/processing.py
@@ -27,7 +27,7 @@ def build_analysis_context(
     if model_str:
         try:
             model_name, provider, _, _ = litellm.get_llm_provider(model=model_str)
-        except Exception:
+        except Exception:  # noqa: BLE001  # best-effort provider parse for telemetry; any failure falls back to manual split and must never break the guardrail
             if "/" in model_str:
                 provider, model_name = model_str.split("/", 1)