diff --git a/tests/integration/classification/test_classification_stub_fallback.py b/tests/integration/classification/test_classification_stub_fallback.py
index 4d9eeb40..59be2d9a 100644
--- a/tests/integration/classification/test_classification_stub_fallback.py
+++ b/tests/integration/classification/test_classification_stub_fallback.py
@@ -26,7 +26,6 @@ def llm_disabled(self, monkeypatch: pytest.MonkeyPatch) -> None:
         """Force the LLM selector into its ``disabled`` branch."""
         monkeypatch.setattr(settings, "llm_provider", None)
         monkeypatch.setattr(settings, "llm_model", None)
-        monkeypatch.setattr(settings, "llm_model_name", None)
 
     @pytest.mark.asyncio
     async def test_stub_classifier_produces_dto(self):
diff --git a/tests/unit/_core/infrastructure/embedding/test_pydantic_ai_embedding_adapter.py b/tests/unit/_core/infrastructure/embedding/test_pydantic_ai_embedding_adapter.py
index 618fc118..33892cfc 100644
--- a/tests/unit/_core/infrastructure/embedding/test_pydantic_ai_embedding_adapter.py
+++ b/tests/unit/_core/infrastructure/embedding/test_pydantic_ai_embedding_adapter.py
@@ -6,6 +6,10 @@
 from src._core.domain.value_objects.embedding_config import EmbeddingConfig
 
 _has_pydantic_ai = importlib.util.find_spec("pydantic_ai") is not None
+_has_openai_embeddings = (
+    importlib.util.find_spec("pydantic_ai") is not None
+    and importlib.util.find_spec("openai") is not None
+)
 
 
 class TestEmbeddingConfigValueObject:
@@ -156,7 +160,9 @@ async def test_error_mapping_generic(self):
             await adapter.embed_text("test")
 
 
-@pytest.mark.skipif(not _has_pydantic_ai, reason="pydantic-ai not installed")
+@pytest.mark.skipif(
+    not _has_openai_embeddings, reason="pydantic-ai + openai not installed"
+)
 class TestOpenAIBatchSplitting:
     """OpenAI 프로바이더의 배치 분할 로직 테스트."""