diff --git a/docs/advanced_features/nsa_prefill_cp_page_aligned_cache_contract.md b/docs/advanced_features/nsa_prefill_cp_page_aligned_cache_contract.md
index 1faf086ec..4bef096c8 100644
--- a/docs/advanced_features/nsa_prefill_cp_page_aligned_cache_contract.md
+++ b/docs/advanced_features/nsa_prefill_cp_page_aligned_cache_contract.md
@@ -782,6 +782,10 @@ Current state:
 - Some prefetch misses use debug logs or normal fallback paths.
 - Historical silent fallbacks made it hard to identify that async/per-layer or
   page-aligned paths were not actually active.
+- The CP shared-KV compute-owner allocation fallback currently logs at INFO and
+  does not use the `[CP_SHARED_KV_FALLBACK]` marker.  This is an intended hot
+  path fallback from owner-lane/page-aligned allocation to legacy allocation, so
+  it must be visible at warning level.
 
 Correction:
 
@@ -798,6 +802,15 @@ Tests:
   - MLA prefix not page-aligned;
   - index prefetch consume miss after start layer;
   - CP HiCache reservation/load capacity failure.
+- Update compute-owner allocation fallback coverage to require warning level and
+  the `[CP_SHARED_KV_FALLBACK][compute_owner_alloc]` prefix.
+
+Implemented C11 slice:
+
+- Changed CP shared-KV compute-owner allocation fallback logging from INFO to
+  WARNING and added the `[CP_SHARED_KV_FALLBACK][compute_owner_alloc]` marker.
+- Tightened the existing unit expectation so repeated fallback events are still
+  emitted, but now require the production-visible fallback prefix.
 
 ### C12. Verification gaps before claiming completion
 
diff --git a/python/sglang/srt/mem_cache/common.py b/python/sglang/srt/mem_cache/common.py
index cdfda526b..3d551a382 100644
--- a/python/sglang/srt/mem_cache/common.py
+++ b/python/sglang/srt/mem_cache/common.py
@@ -58,8 +58,8 @@ def _log_cp_shared_kv_alloc_fallback(
     message: str,
     *args,
 ) -> None:
-    logger.info(
-        "CP shared KV compute-owner allocation fallback (%s): " + message,
+    logger.warning(
+        "[CP_SHARED_KV_FALLBACK][compute_owner_alloc] reason=%s " + message,
         reason,
         *args,
     )
diff --git a/test/registered/unit/mem_cache/test_cp_shared_kv_layout.py b/test/registered/unit/mem_cache/test_cp_shared_kv_layout.py
index 6a8a31b25..496774ce4 100644
--- a/test/registered/unit/mem_cache/test_cp_shared_kv_layout.py
+++ b/test/registered/unit/mem_cache/test_cp_shared_kv_layout.py
@@ -69,7 +69,7 @@ class TestCPSharedPagedAllocator(CustomTestCase):
     def test_compute_owner_alloc_fallback_logs_every_event(self):
         from sglang.srt.mem_cache import common
 
-        with self.assertLogs("sglang.srt.mem_cache.common", level="INFO") as cm:
+        with self.assertLogs("sglang.srt.mem_cache.common", level="WARNING") as cm:
             common._log_cp_shared_kv_alloc_fallback(
                 "too_short_for_page_aligned",
                 "falling back for test event %s",
@@ -82,8 +82,10 @@ class TestCPSharedPagedAllocator(CustomTestCase):
             )
 
         self.assertEqual(len(cm.output), 2)
+        self.assertIn("[CP_SHARED_KV_FALLBACK][compute_owner_alloc]", cm.output[0])
         self.assertIn("too_short_for_page_aligned", cm.output[0])
         self.assertIn("test event 1", cm.output[0])
+        self.assertIn("[CP_SHARED_KV_FALLBACK][compute_owner_alloc]", cm.output[1])
         self.assertIn("too_short_for_page_aligned", cm.output[1])
         self.assertIn("test event 2", cm.output[1])