diff --git a/libs/core/langchain_core/globals.py b/libs/core/langchain_core/globals.py
index 2e0daad7655..47480f85e2b 100644
--- a/libs/core/langchain_core/globals.py
+++ b/libs/core/langchain_core/globals.py
@@ -1,4 +1,3 @@
-# flake8: noqa
 """Global values and configuration that apply to all of LangChain."""
 
 import warnings
@@ -27,25 +26,27 @@ def set_verbose(value: bool) -> None:
         import langchain  # type: ignore[import]
 
         # We're about to run some deprecated code, don't report warnings from it.
-        # The user called the correct (non-deprecated) code path and shouldn't get warnings.
+        # The user called the correct (non-deprecated) code path and shouldn't get
+        # warnings.
         with warnings.catch_warnings():
             warnings.filterwarnings(
                 "ignore",
                 message=(
-                    "Importing verbose from langchain root module is no longer supported"
+                    "Importing verbose from langchain root module "
+                    "is no longer supported"
                 ),
             )
             # N.B.: This is a workaround for an unfortunate quirk of Python's
             #       module-level `__getattr__()` implementation:
             # https://github.com/langchain-ai/langchain/pull/11311#issuecomment-1743780004
             #
-            # Remove it once `langchain.verbose` is no longer supported, and once all users
-            # have migrated to using `set_verbose()` here.
+            # Remove it once `langchain.verbose` is no longer supported, and once all
+            # users have migrated to using `set_verbose()` here.
             langchain.verbose = value
     except ImportError:
         pass
 
-    global _verbose
+    global _verbose  # noqa: PLW0603
     _verbose = value
 
 
@@ -59,30 +60,32 @@ def get_verbose() -> bool:
         import langchain  # type: ignore[import]
 
         # We're about to run some deprecated code, don't report warnings from it.
-        # The user called the correct (non-deprecated) code path and shouldn't get warnings.
+        # The user called the correct (non-deprecated) code path and shouldn't get
+        # warnings.
         with warnings.catch_warnings():
             warnings.filterwarnings(
                 "ignore",
                 message=(
-                    ".*Importing verbose from langchain root module is no longer supported"
+                    ".*Importing verbose from langchain root module "
+                    "is no longer supported"
                 ),
             )
             # N.B.: This is a workaround for an unfortunate quirk of Python's
             #       module-level `__getattr__()` implementation:
             # https://github.com/langchain-ai/langchain/pull/11311#issuecomment-1743780004
             #
-            # Remove it once `langchain.verbose` is no longer supported, and once all users
-            # have migrated to using `set_verbose()` here.
+            # Remove it once `langchain.verbose` is no longer supported, and once all
+            # users have migrated to using `set_verbose()` here.
             #
-            # In the meantime, the `verbose` setting is considered True if either the old
-            # or the new value are True. This accommodates users who haven't migrated
-            # to using `set_verbose()` yet. Those users are getting deprecation warnings
-            # directing them to use `set_verbose()` when they import `langchain.verbose`.
+            # In the meantime, the `verbose` setting is considered True if either the
+            # old or the new value are True. This accommodates users who haven't
+            # migrated to using `set_verbose()` yet. Those users are getting
+            # deprecation warnings directing them to use `set_verbose()` when they
+            # import `langchain.verbose`.
             old_verbose = langchain.verbose
     except ImportError:
         old_verbose = False
 
-    global _verbose
     return _verbose or old_verbose
 
 
@@ -96,23 +99,25 @@ def set_debug(value: bool) -> None:
         import langchain  # type: ignore[import]
 
         # We're about to run some deprecated code, don't report warnings from it.
-        # The user called the correct (non-deprecated) code path and shouldn't get warnings.
+        # The user called the correct (non-deprecated) code path and shouldn't get
+        # warnings.
         with warnings.catch_warnings():
             warnings.filterwarnings(
                 "ignore",
-                message="Importing debug from langchain root module is no longer supported",
+                message="Importing debug from langchain root module "
+                "is no longer supported",
             )
             # N.B.: This is a workaround for an unfortunate quirk of Python's
             #       module-level `__getattr__()` implementation:
             # https://github.com/langchain-ai/langchain/pull/11311#issuecomment-1743780004
             #
-            # Remove it once `langchain.debug` is no longer supported, and once all users
-            # have migrated to using `set_debug()` here.
+            # Remove it once `langchain.debug` is no longer supported, and once all
+            # users have migrated to using `set_debug()` here.
             langchain.debug = value
     except ImportError:
         pass
 
-    global _debug
+    global _debug  # noqa: PLW0603
     _debug = value
 
 
@@ -126,18 +131,20 @@ def get_debug() -> bool:
         import langchain  # type: ignore[import]
 
         # We're about to run some deprecated code, don't report warnings from it.
-        # The user called the correct (non-deprecated) code path and shouldn't get warnings.
+        # The user called the correct (non-deprecated) code path and shouldn't get
+        # warnings.
         with warnings.catch_warnings():
             warnings.filterwarnings(
                 "ignore",
-                message="Importing debug from langchain root module is no longer supported",
+                message="Importing debug from langchain root module "
+                "is no longer supported",
             )
             # N.B.: This is a workaround for an unfortunate quirk of Python's
             #       module-level `__getattr__()` implementation:
             # https://github.com/langchain-ai/langchain/pull/11311#issuecomment-1743780004
             #
-            # Remove it once `langchain.debug` is no longer supported, and once all users
-            # have migrated to using `set_debug()` here.
+            # Remove it once `langchain.debug` is no longer supported, and once all
+            # users have migrated to using `set_debug()` here.
             #
             # In the meantime, the `debug` setting is considered True if either the old
             # or the new value are True. This accommodates users who haven't migrated
@@ -147,7 +154,6 @@ def get_debug() -> bool:
     except ImportError:
         old_debug = False
 
-    global _debug
     return _debug or old_debug
 
 
@@ -161,12 +167,14 @@ def set_llm_cache(value: Optional["BaseCache"]) -> None:
         import langchain  # type: ignore[import]
 
         # We're about to run some deprecated code, don't report warnings from it.
-        # The user called the correct (non-deprecated) code path and shouldn't get warnings.
+        # The user called the correct (non-deprecated) code path and shouldn't get
+        # warnings.
         with warnings.catch_warnings():
             warnings.filterwarnings(
                 "ignore",
                 message=(
-                    "Importing llm_cache from langchain root module is no longer supported"
+                    "Importing llm_cache from langchain root module "
+                    "is no longer supported"
                 ),
             )
             # N.B.: This is a workaround for an unfortunate quirk of Python's
@@ -179,7 +187,7 @@ def set_llm_cache(value: Optional["BaseCache"]) -> None:
     except ImportError:
         pass
 
-    global _llm_cache
+    global _llm_cache  # noqa: PLW0603
     _llm_cache = value
 
 
@@ -193,12 +201,14 @@ def get_llm_cache() -> "BaseCache":
         import langchain  # type: ignore[import]
 
         # We're about to run some deprecated code, don't report warnings from it.
-        # The user called the correct (non-deprecated) code path and shouldn't get warnings.
+        # The user called the correct (non-deprecated) code path and shouldn't get
+        # warnings.
         with warnings.catch_warnings():
             warnings.filterwarnings(
                 "ignore",
                 message=(
-                    "Importing llm_cache from langchain root module is no longer supported"
+                    "Importing llm_cache from langchain root module "
+                    "is no longer supported"
                 ),
             )
             # N.B.: This is a workaround for an unfortunate quirk of Python's
@@ -218,5 +228,4 @@ def get_llm_cache() -> "BaseCache":
     except ImportError:
         old_llm_cache = None
 
-    global _llm_cache
     return _llm_cache or old_llm_cache
diff --git a/libs/core/langchain_core/output_parsers/format_instructions.py b/libs/core/langchain_core/output_parsers/format_instructions.py
index 400756e8663..8ad789bcd66 100644
--- a/libs/core/langchain_core/output_parsers/format_instructions.py
+++ b/libs/core/langchain_core/output_parsers/format_instructions.py
@@ -1,4 +1,4 @@
-# flake8: noqa
+"""Format instructions."""
 
 JSON_FORMAT_INSTRUCTIONS = """The output should be formatted as a JSON instance that conforms to the JSON schema below.
 
@@ -8,4 +8,4 @@ the object {{"foo": ["bar", "baz"]}} is a well-formatted instance of the schema.
 Here is the output schema:
 ```
 {schema}
-```"""
+```"""  # noqa: E501
diff --git a/libs/core/langchain_core/prompts/string.py b/libs/core/langchain_core/prompts/string.py
index e9165f90da2..bad0d2fb699 100644
--- a/libs/core/langchain_core/prompts/string.py
+++ b/libs/core/langchain_core/prompts/string.py
@@ -97,7 +97,6 @@ def _get_jinja2_variables_from_template(template: str) -> set[str]:
             "Please install it with `pip install jinja2`."
         )
         raise ImportError(msg) from e
-    # noqa for insecure warning elsewhere
     env = Environment()  # noqa: S701
     ast = env.parse(template)
     return meta.find_undeclared_variables(ast)
diff --git a/libs/core/langchain_core/tracers/base.py b/libs/core/langchain_core/tracers/base.py
index d075abf263f..38795d8e0f6 100644
--- a/libs/core/langchain_core/tracers/base.py
+++ b/libs/core/langchain_core/tracers/base.py
@@ -15,7 +15,7 @@ from typing import (
 from typing_extensions import override
 
 from langchain_core.callbacks.base import AsyncCallbackHandler, BaseCallbackHandler
-from langchain_core.exceptions import TracerException  # noqa
+from langchain_core.exceptions import TracerException  # noqa: F401
 from langchain_core.tracers.core import _TracerCore
 
 if TYPE_CHECKING:
diff --git a/libs/core/pyproject.toml b/libs/core/pyproject.toml
index 0f19d7b4f59..a7aa0452d57 100644
--- a/libs/core/pyproject.toml
+++ b/libs/core/pyproject.toml
@@ -101,7 +101,7 @@ ignore = [
     "ERA",
     "FBT001",
     "FBT002",
-    "PGH",
+    "PGH003",
     "PLR",
     "PYI",
     "RUF",
diff --git a/libs/core/tests/unit_tests/runnables/test_imports.py b/libs/core/tests/unit_tests/runnables/test_imports.py
index e0a6ac47bb2..e458cca21b2 100644
--- a/libs/core/tests/unit_tests/runnables/test_imports.py
+++ b/libs/core/tests/unit_tests/runnables/test_imports.py
@@ -40,4 +40,4 @@ def test_all_imports() -> None:
 def test_imports_for_specific_funcs() -> None:
     """Test that a few specific imports in more internal namespaces."""
     # create_model implementation has been moved to langchain_core.utils.pydantic
-    from langchain_core.runnables.utils import create_model  # noqa
+    from langchain_core.runnables.utils import create_model  # noqa: F401
diff --git a/libs/core/tests/unit_tests/runnables/test_tracing_interops.py b/libs/core/tests/unit_tests/runnables/test_tracing_interops.py
index 646df61fab0..31ad313827f 100644
--- a/libs/core/tests/unit_tests/runnables/test_tracing_interops.py
+++ b/libs/core/tests/unit_tests/runnables/test_tracing_interops.py
@@ -444,7 +444,7 @@ def test_tree_is_constructed(parent_type: Literal["ls", "lc"]) -> None:
         metadata={"some_foo": "some_bar"},
         tags=["afoo"],
     ):
-        collected: dict[str, RunTree] = {}  # noqa
+        collected: dict[str, RunTree] = {}
 
         def collect_run(run: RunTree) -> None:
             collected[str(run.id)] = run