diff --git a/homeassistant/helpers/logging.py b/homeassistant/helpers/logging.py
deleted file mode 100644
index e996e7cca10..00000000000
--- a/homeassistant/helpers/logging.py
+++ /dev/null
@@ -1,58 +0,0 @@
-"""Helpers for logging allowing more advanced logging styles to be used."""
-from __future__ import annotations
-
-from collections.abc import Mapping, MutableMapping
-import inspect
-import logging
-from typing import Any
-
-
-class KeywordMessage:
-    """
-    Represents a logging message with keyword arguments.
-
-    Adapted from: https://stackoverflow.com/a/24683360/2267718
-    """
-
-    def __init__(self, fmt: Any, args: Any, kwargs: Mapping[str, Any]) -> None:
-        """Initialize a new KeywordMessage object."""
-        self._fmt = fmt
-        self._args = args
-        self._kwargs = kwargs
-
-    def __str__(self) -> str:
-        """Convert the object to a string for logging."""
-        return str(self._fmt).format(*self._args, **self._kwargs)
-
-
-class KeywordStyleAdapter(logging.LoggerAdapter):
-    """Represents an adapter wrapping the logger allowing KeywordMessages."""
-
-    def __init__(
-        self, logger: logging.Logger, extra: Mapping[str, Any] | None = None
-    ) -> None:
-        """Initialize a new StyleAdapter for the provided logger."""
-        super().__init__(logger, extra or {})
-
-    def log(self, level: int, msg: Any, *args: Any, **kwargs: Any) -> None:
-        """Log the message provided at the appropriate level."""
-        if self.isEnabledFor(level):
-            msg, log_kwargs = self.process(msg, kwargs)
-            self.logger._log(  # pylint: disable=protected-access
-                level, KeywordMessage(msg, args, kwargs), (), **log_kwargs
-            )
-
-    def process(
-        self, msg: Any, kwargs: MutableMapping[str, Any]
-    ) -> tuple[Any, MutableMapping[str, Any]]:
-        """Process the keyword args in preparation for logging."""
-        return (
-            msg,
-            {
-                k: kwargs[k]
-                for k in inspect.getfullargspec(
-                    self.logger._log  # pylint: disable=protected-access
-                ).args[1:]
-                if k in kwargs
-            },
-        )