diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/chunked_evaluation.py b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/chunked_evaluation.py
index d69f292edfb..444aaff89d8 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/chunked_evaluation.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/chunked_evaluation.py
@@ -38,26 +38,6 @@ class SegmentVerdict:
     masked_chunks: list[tuple[str, str]] | None = None
 
 
-@dataclass(frozen=True)
-class WindowConfig:
-    """Tuning for the chunk-seam overlap.
-
-    ``overlap`` sizes the read-only prefix each chunk carries from the previous
-    owned region (see ``_overlap_chunks``). There are no cross-segment windows:
-    on the request side message parts are concatenated into one joined document
-    before scanning (so their junctions are interior chunk seams); on the
-    response side each segment is an independent choice or tool-call arg that the
-    model never concatenates.
-    """
-
-    overlap: int = CHUNK_OVERLAP_CHARS
-
-
-# Shared default so the ``evaluate_segments`` signature has a plain-name default
-# (no call in the argument default); safe to share since ``WindowConfig`` is frozen.
-_DEFAULT_WINDOW_CONFIG = WindowConfig()
-
-
 def _split_text(text: str, max_chars: int) -> list[str]:
     """Split ``text`` into <= ``max_chars`` chunks with ``"".join(chunks) == text``.
 
@@ -154,7 +134,7 @@ async def evaluate_segments(
     evaluate: Callable[[str], Awaitable[Any]],
     max_chars: int = MAX_PROMPT_CHARS,
     max_concurrency: int = DEFAULT_MAX_CONCURRENCY,
-    windows: WindowConfig = _DEFAULT_WINDOW_CONFIG,
+    overlap: int = CHUNK_OVERLAP_CHARS,
 ) -> list[SegmentVerdict]:
     """Evaluate every segment (chunked) in parallel; return one verdict per segment.
 
@@ -169,7 +149,9 @@ async def evaluate_segments(
 
     The request side passes a single joined document here (one segment) so the
     common case is one call; the response side passes one segment per choice /
-    tool-call arg. There is no cross-segment window (see ``WindowConfig``).
+    tool-call arg. There is no cross-segment overlap: message parts are already
+    joined into one document on the request side, and response choices are
+    independent.
     """
     semaphore = asyncio.Semaphore(max_concurrency)
 
@@ -178,7 +160,7 @@ async def evaluate_segments(
             return await evaluate(text)
 
     # Keep each chunk's scan input (prefix + owned) within the prompt limit.
-    ov = min(windows.overlap, max_chars // 2)
+    ov = min(overlap, max_chars // 2)
     seg_chunks = [_overlap_chunks(s, max_chars, ov) for s in segments]
 
     index: list[tuple[int, int]] = []
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_chunked_evaluation.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_chunked_evaluation.py
index 951d7190084..8f978330515 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_chunked_evaluation.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/alice_wonderfence/test_chunked_evaluation.py
@@ -8,7 +8,6 @@ import pytest
 from litellm.proxy.guardrails.guardrail_hooks.alice_wonderfence.chunked_evaluation import (
     MAX_PROMPT_CHARS,
     SegmentVerdict,
-    WindowConfig,
     _split_text,
     evaluate_segments,
 )
@@ -99,7 +98,7 @@ async def test_mask_rejoins_masked_owned_regions_into_full_segment():
 
     chunks = _split_text(segment, 20)
     assert len(chunks) > 1
-    verdicts = await evaluate_segments([segment], evaluate, max_chars=20, windows=WindowConfig(overlap=0))
+    verdicts = await evaluate_segments([segment], evaluate, max_chars=20, overlap=0)
     assert verdicts[0].action == "MASK"
     assert verdicts[0].masked_text == segment.replace("SECRET", "[X]")
     assert verdicts[0].masked_chunks is not None
@@ -115,7 +114,7 @@ async def test_unmasked_chunks_keep_original_text_on_rejoin():
     async def evaluate(text):
         return _result("MASK", action_text=text.replace("w0", "[X]")) if "w0 " in text else _result("")
 
-    verdicts = await evaluate_segments([segment], evaluate, max_chars=20, windows=WindowConfig(overlap=0))
+    verdicts = await evaluate_segments([segment], evaluate, max_chars=20, overlap=0)
     assert verdicts[0].action == "MASK"
     assert verdicts[0].masked_text == segment.replace("w0", "[X]", 1)
 
@@ -191,7 +190,7 @@ async def test_block_phrase_split_across_chunk_seam_is_detected():
     async def evaluate(text):
         return _result("BLOCK" if "BLOCK ME" in text else "")
 
-    verdicts = await evaluate_segments([segment], evaluate, max_chars=12, windows=WindowConfig(overlap=6))
+    verdicts = await evaluate_segments([segment], evaluate, max_chars=12, overlap=6)
     assert verdicts[0].action == "BLOCK"
 
 
@@ -204,7 +203,7 @@ async def test_no_overlap_lets_seam_phrase_evade():
     async def evaluate(text):
         return _result("BLOCK" if "BLOCK ME" in text else "")
 
-    verdicts = await evaluate_segments([segment], evaluate, max_chars=12, windows=WindowConfig(overlap=0))
+    verdicts = await evaluate_segments([segment], evaluate, max_chars=12, overlap=0)
     assert verdicts[0].action == ""
 
 
@@ -235,7 +234,7 @@ async def test_mask_straddling_a_seam_fails_closed_as_block():
         # it; the redaction lands in the prefix bytes -> fail closed.
         return _result("MASK", action_text=text.replace("SECRET HERE", "[X]")) if "SECRET HERE" in text else _result("")
 
-    verdicts = await evaluate_segments([segment], evaluate, max_chars=12, windows=WindowConfig(overlap=6))
+    verdicts = await evaluate_segments([segment], evaluate, max_chars=12, overlap=6)
     assert verdicts[0].action == "BLOCK"