diff --git a/pixi.lock b/pixi.lock
index e823b4f8..dcc82c2b 100644
--- a/pixi.lock
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@@ -5526,6 +5550,13 @@ packages:
   version: 4.15.0
   sha256: f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548
   requires_python: '>=3.9'
+- pypi: https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl
+  name: typing-inspection
+  version: 0.4.2
+  sha256: 4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7
+  requires_dist:
+  - typing-extensions>=4.12.0
+  requires_python: '>=3.9'
 - pypi: https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl
   name: tzdata
   version: '2025.2'
diff --git a/pyproject.toml b/pyproject.toml
index 76fc5aed..74cf1ba5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,7 @@ dependencies = [
   "faker",
   "urllib3",
   "setuptools",
+  "pydantic-settings>=2.0.0",
 ]
 requires-python = ">=3.9,<3.14"
 authors = [
diff --git a/src/datajoint/settings.py b/src/datajoint/settings.py
index 9de7ae51..41b5914e 100644
--- a/src/datajoint/settings.py
+++ b/src/datajoint/settings.py
@@ -1,5 +1,5 @@
 """
-Settings for DataJoint
+Settings for DataJoint using pydantic-settings
 """
 
 import collections
@@ -9,6 +9,11 @@
 import pprint
 from contextlib import contextmanager
 from enum import Enum
+from typing import Any, Dict, Iterator, List, Literal, Optional, Tuple
+
+from pydantic import Field, field_validator
+from pydantic.aliases import AliasChoices
+from pydantic_settings import BaseSettings, SettingsConfigDict
 
 from .errors import DataJointError
 
@@ -18,9 +23,6 @@
 # 2, 2 means that file abcdef is stored as /ab/cd/abcdef
 DEFAULT_SUBFOLDING = (2, 2)
 
-validators = collections.defaultdict(lambda: lambda value: True)
-validators["database.port"] = lambda a: isinstance(a, int)
-
 Role = Enum("Role", "manual lookup imported computed job")
 role_to_prefix = {
     Role.manual: "",
@@ -31,29 +33,6 @@
 }
 prefix_to_role = dict(zip(role_to_prefix.values(), role_to_prefix))
 
-default = dict(
-    {
-        "database.host": "localhost",
-        "database.password": None,
-        "database.user": None,
-        "database.port": 3306,
-        "database.reconnect": True,
-        "connection.init_function": None,
-        "connection.charset": "",  # pymysql uses '' as default
-        "loglevel": "INFO",
-        "safemode": True,
-        "fetch_format": "array",
-        "display.limit": 12,
-        "display.width": 14,
-        "display.show_tuple_count": True,
-        "database.use_tls": None,
-        "enable_python_native_blobs": True,  # python-native/dj0 encoding support
-        "add_hidden_timestamp": False,
-        # file size limit for when to disable checksums
-        "filepath_checksum_size_limit": None,
-    }
-)
-
 logger = logging.getLogger(__name__.split(".")[0])
 log_levels = {
     "INFO": logging.INFO,
@@ -65,40 +44,312 @@
 }
 
 
-class Config(collections.abc.MutableMapping):
-    instance = None
+class DatabaseSettings(BaseSettings):
+    """Database connection settings"""
 
-    def __init__(self, *args, **kwargs):
-        if not Config.instance:
-            Config.instance = Config.__Config(*args, **kwargs)
-        else:
-            Config.instance._conf.update(dict(*args, **kwargs))
+    host: str = "localhost"
+    password: Optional[str] = None
+    user: Optional[str] = None
+    port: int = 3306
+    reconnect: bool = True
+    use_tls: Optional[bool] = None
 
-    def __getattr__(self, name):
-        return getattr(self.instance, name)
+    model_config = SettingsConfigDict(
+        env_prefix="DJ_",
+        case_sensitive=False,
+        extra="allow",
+    )
 
-    def __getitem__(self, item):
-        return self.instance.__getitem__(item)
 
-    def __setitem__(self, item, value):
-        self.instance.__setitem__(item, value)
+class ConnectionSettings(BaseSettings):
+    """Connection settings"""
 
-    def __str__(self):
-        return pprint.pformat(self.instance._conf, indent=4)
+    init_function: Optional[str] = None
+    charset: str = ""  # pymysql uses '' as default
 
-    def __repr__(self):
-        return self.__str__()
+    model_config = SettingsConfigDict(
+        env_prefix="",
+        case_sensitive=False,
+        extra="allow",
+    )
 
-    def __delitem__(self, key):
-        del self.instance._conf[key]
 
-    def __iter__(self):
-        return iter(self.instance._conf)
+class DisplaySettings(BaseSettings):
+    """Display settings"""
+
+    limit: int = 12
+    width: int = 14
+    show_tuple_count: bool = True
+
+    model_config = SettingsConfigDict(
+        env_prefix="",
+        case_sensitive=False,
+        extra="allow",
+    )
+
+
+class ExternalSettings(BaseSettings):
+    """External storage settings"""
+
+    aws_access_key_id: Optional[str] = None
+    aws_secret_access_key: Optional[str] = None
+
+    model_config = SettingsConfigDict(
+        env_prefix="DJ_",
+        case_sensitive=False,
+        extra="allow",
+    )
+
 
-    def __len__(self):
-        return len(self.instance._conf)
+class DataJointSettings(BaseSettings):
+    """Main DataJoint Settings using Pydantic"""
 
-    def save(self, filename, verbose=False):
+    database: DatabaseSettings = Field(default_factory=DatabaseSettings)
+    connection: ConnectionSettings = Field(default_factory=ConnectionSettings)
+    display: DisplaySettings = Field(default_factory=DisplaySettings)
+    external: ExternalSettings = Field(default_factory=ExternalSettings)
+
+    loglevel: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] = Field(
+        default="INFO",
+        validation_alias=AliasChoices("loglevel", "DJ_LOG_LEVEL"),
+    )
+    safemode: bool = True
+    fetch_format: Literal["array", "frame"] = "array"
+    enable_python_native_blobs: bool = True
+    add_hidden_timestamp: bool = False
+    filepath_checksum_size_limit: Optional[int] = None
+
+    # External stores configuration (not managed by pydantic directly)
+    stores: Dict[str, Dict[str, Any]] = Field(default_factory=dict)
+    cache: Optional[str] = None
+    query_cache: Optional[str] = None
+
+    model_config = SettingsConfigDict(
+        env_prefix="DJ_",
+        case_sensitive=False,
+        extra="allow",
+        validate_assignment=True,
+    )
+
+    @field_validator("cache", "query_cache", mode="before")
+    @classmethod
+    def validate_path(cls, v: Any) -> Optional[str]:
+        """Convert path-like objects to strings"""
+        if v is None:
+            return v
+        # Convert Path-like objects to strings
+        if hasattr(v, "__fspath__"):
+            return str(v)
+        return v
+
+    @field_validator("loglevel")
+    @classmethod
+    def validate_loglevel(cls, v: str) -> str:
+        """Validate and set logging level"""
+        valid_levels = {"DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"}
+        if v not in valid_levels:
+            raise ValueError(f"'{v}' is not a valid logging value {tuple(valid_levels)}")
+        # Set the logger level
+        logger.setLevel(v)
+        return v
+
+
+class ConfigWrapper(collections.abc.MutableMapping):
+    """
+    Wrapper class that provides backward compatibility with the old Config interface.
+    Wraps a pydantic Settings instance to provide dict-like access with dot notation support.
+    """
+
+    def __init__(self, settings: DataJointSettings):
+        self._settings = settings
+        self._original_values: Dict[str, Any] = {}  # For context manager support
+        self._extra: Dict[str, Any] = {}  # Store arbitrary extra keys not in pydantic model
+
+    @property
+    def _conf(self) -> Dict[str, Any]:
+        """Backward compatibility: expose internal config as _conf"""
+        result = self._to_dict()
+        result.update(self._extra)
+        return result
+
+    def _get_nested(self, key: str) -> Any:
+        """Get a value using dot notation (e.g., 'database.host')"""
+        # Check if it's in the extra dict first
+        if key in self._extra:
+            return self._extra[key]
+
+        parts = key.split(".")
+        obj = self._settings
+
+        for part in parts:
+            if hasattr(obj, part):
+                obj = getattr(obj, part)
+            elif isinstance(obj, dict):
+                obj = obj[part]
+            else:
+                raise KeyError(f"Key '{key}' not found")
+        return obj
+
+    def _set_nested(self, key: str, value: Any) -> None:
+        """Set a value using dot notation (e.g., 'database.host')"""
+        # Apply validators if they exist
+        if key in validators and not validators[key](value):
+            raise DataJointError(f"Validator for {key} did not pass")
+
+        parts = key.split(".")
+
+        if len(parts) == 1:
+            # Top-level attribute
+            if hasattr(self._settings, key):
+                setattr(self._settings, key, value)
+            else:
+                # Store in extra dict for arbitrary keys
+                self._extra[key] = value
+        else:
+            # Try to set in pydantic model first
+            try:
+                obj = self._settings
+                for part in parts[:-1]:
+                    if hasattr(obj, part):
+                        obj = getattr(obj, part)
+                    elif isinstance(obj, dict):
+                        if part not in obj:
+                            obj[part] = {}
+                        obj = obj[part]
+                    else:
+                        # Can't navigate, store as arbitrary key
+                        self._extra[key] = value
+                        return
+
+                # Set the final value
+                final_key = parts[-1]
+                if hasattr(obj, final_key):
+                    setattr(obj, final_key, value)
+                elif isinstance(obj, dict):
+                    obj[final_key] = value
+                else:
+                    # Store as arbitrary key
+                    self._extra[key] = value
+            except (AttributeError, KeyError):
+                # If we can't set it in the model, store as arbitrary key
+                self._extra[key] = value
+
+        # Special handling for loglevel
+        if key == "loglevel":
+            logger.setLevel(value)
+
+    def __getitem__(self, key: str) -> Any:
+        """Get item using dict notation"""
+        try:
+            return self._get_nested(key)
+        except (AttributeError, KeyError):
+            raise KeyError(f"Key '{key}' not found")
+
+    def __setitem__(self, key: str, value: Any) -> None:
+        """Set item using dict notation"""
+        logger.debug(f"Setting {key} to {value}")
+        self._set_nested(key, value)
+
+    def __delitem__(self, key: str) -> None:
+        """Delete item by setting it to None (pydantic fields) or removing it (_extra dict)"""
+        # Check if it's in extra dict first
+        if key in self._extra:
+            del self._extra[key]
+            return
+
+        parts = key.split(".")
+        if len(parts) == 1:
+            # For pydantic model fields, set to None instead of deleting
+            # (deleting would break iteration over model_fields)
+            if key in self._settings.__class__.model_fields:
+                setattr(self._settings, key, None)
+            else:
+                raise KeyError(f"Key '{key}' not found")
+        else:
+            # For nested fields, also set to None
+            obj = self._settings
+            for part in parts[:-1]:
+                obj = getattr(obj, part)
+            field_name = parts[-1]
+            if field_name in obj.__class__.model_fields:
+                setattr(obj, field_name, None)
+            else:
+                raise KeyError(f"Key '{key}' not found")
+
+    def __iter__(self) -> Iterator[str]:
+        """Iterate over all configuration keys (flattened)"""
+        return iter(self._get_all_keys())
+
+    def __len__(self) -> int:
+        """Return number of configuration keys"""
+        return len(self._get_all_keys())
+
+    def _get_all_keys(self) -> List[str]:
+        """Get all configuration keys in flat dot notation"""
+        keys: List[str] = []
+
+        def _extract_keys(obj: Any, prefix: str = "") -> None:
+            if isinstance(obj, BaseSettings):
+                for field_name in obj.__class__.model_fields:
+                    field_value = getattr(obj, field_name)
+                    full_key = f"{prefix}.{field_name}" if prefix else field_name
+                    if isinstance(field_value, BaseSettings):
+                        _extract_keys(field_value, full_key)
+                    else:
+                        keys.append(full_key)
+            elif isinstance(obj, dict):
+                for k, v in obj.items():
+                    full_key = f"{prefix}.{k}" if prefix else k
+                    if isinstance(v, (dict, BaseSettings)):
+                        _extract_keys(v, full_key)
+                    else:
+                        keys.append(full_key)
+
+        _extract_keys(self._settings)
+        # Add extra keys
+        keys.extend(self._extra.keys())
+        return keys
+
+    def __str__(self) -> str:
+        """String representation"""
+        return pprint.pformat(self._to_dict(), indent=4)
+
+    def __repr__(self) -> str:
+        """Repr representation"""
+        return self.__str__()
+
+    def _to_dict(self) -> Dict[str, Any]:
+        """Convert settings to a flat dict with dot notation keys"""
+        result: Dict[str, Any] = {}
+
+        def _flatten(obj: Any, prefix: str = "") -> None:
+            if isinstance(obj, BaseSettings):
+                for field_name in obj.__class__.model_fields:
+                    field_value = getattr(obj, field_name)
+                    full_key = f"{prefix}.{field_name}" if prefix else field_name
+                    if isinstance(field_value, BaseSettings):
+                        _flatten(field_value, full_key)
+                    elif isinstance(field_value, dict):
+                        result[full_key] = field_value
+                    else:
+                        result[full_key] = field_value
+            elif isinstance(obj, dict):
+                for k, v in obj.items():
+                    full_key = f"{prefix}.{k}" if prefix else k
+                    result[full_key] = v
+
+        _flatten(self._settings)
+        return result
+
+    def __eq__(self, other: Any) -> bool:
+        """Compare two Config instances"""
+        if isinstance(other, ConfigWrapper):
+            return self._to_dict() == other._to_dict()
+        elif isinstance(other, dict):
+            return self._to_dict() == other
+        return False
+
+    def save(self, filename: str, verbose: bool = False) -> None:
         """
         Saves the settings in JSON format to the given file path.
 
@@ -106,45 +357,51 @@ def save(self, filename, verbose=False):
         :param verbose: report having saved the settings file
         """
         with open(filename, "w") as fid:
-            json.dump(self._conf, fid, indent=4)
+            json.dump(self._to_dict(), fid, indent=4)
         if verbose:
             logger.info("Saved settings in " + filename)
 
-    def load(self, filename):
+    def load(self, filename: str) -> None:
         """
         Updates the setting from config file in JSON format.
 
-        :param filename: filename of the local JSON settings file. If None, the local config file is used.
+        :param filename: filename of the local JSON settings file.
         """
         if filename is None:
             filename = LOCALCONFIG
+
         with open(filename, "r") as fid:
             logger.info(f"DataJoint is configured from {os.path.abspath(filename)}")
-            self._conf.update(json.load(fid))
+            data = json.load(fid)
 
-    def save_local(self, verbose=False):
-        """
-        saves the settings in the local config file
-        """
+            # Update settings from loaded data
+            for key, value in data.items():
+                try:
+                    self[key] = value
+                except Exception as e:
+                    logger.warning(f"Could not set config key '{key}': {e}")
+
+    def save_local(self, verbose: bool = False) -> None:
+        """saves the settings in the local config file"""
         self.save(LOCALCONFIG, verbose)
 
-    def save_global(self, verbose=False):
-        """
-        saves the settings in the global config file
-        """
+    def save_global(self, verbose: bool = False) -> None:
+        """saves the settings in the global config file"""
         self.save(os.path.expanduser(os.path.join("~", GLOBALCONFIG)), verbose)
 
-    def get_store_spec(self, store):
+    def get_store_spec(self, store: str) -> Dict[str, Any]:
         """
         find configuration of external stores for blobs and attachments
         """
         try:
-            spec = self["stores"][store]
+            spec = self._settings.stores[store]
         except KeyError:
-            raise DataJointError("Storage {store} is requested but not configured".format(store=store))
+            raise DataJointError(f"Storage {store} is requested but not configured")
 
+        spec: Dict[str, Any] = dict(spec)  # Make a copy
         spec["subfolding"] = spec.get("subfolding", DEFAULT_SUBFOLDING)
-        spec_keys = {  # REQUIRED in uppercase and allowed in lowercase
+
+        spec_keys_by_protocol: Dict[str, Tuple[str, ...]] = {  # REQUIRED in uppercase and allowed in lowercase
             "file": ("PROTOCOL", "LOCATION", "subfolding", "stage"),
             "s3": (
                 "PROTOCOL",
@@ -161,17 +418,14 @@ def get_store_spec(self, store):
         }
 
         try:
-            spec_keys = spec_keys[spec.get("protocol", "").lower()]
+            spec_keys: Tuple[str, ...] = spec_keys_by_protocol[spec.get("protocol", "").lower()]
         except KeyError:
-            raise DataJointError('Missing or invalid protocol in dj.config["stores"]["{store}"]'.format(store=store))
+            raise DataJointError(f'Missing or invalid protocol in dj.config["stores"]["{store}"]')
 
         # check that all required keys are present in spec
         try:
             raise DataJointError(
-                'dj.config["stores"]["{store}"] is missing "{k}"'.format(
-                    store=store,
-                    k=next(k.lower() for k in spec_keys if k.isupper() and k.lower() not in spec),
-                )
+                f'dj.config["stores"]["{store}"] is missing "{next(k.lower() for k in spec_keys if k.isupper() and k.lower() not in spec)}"'  # noqa: E501
             )
         except StopIteration:
             pass
@@ -179,10 +433,7 @@ def get_store_spec(self, store):
         # check that only allowed keys are present in spec
         try:
             raise DataJointError(
-                'Invalid key "{k}" in dj.config["stores"]["{store}"]'.format(
-                    store=store,
-                    k=next(k for k in spec if k.upper() not in spec_keys and k.lower() not in spec_keys),
-                )
+                f'Invalid key "{next(k for k in spec if k.upper() not in spec_keys and k.lower() not in spec_keys)}" in dj.config["stores"]["{store}"]'  # noqa: E501
             )
         except StopIteration:
             pass  # no invalid keys
@@ -190,7 +441,7 @@ def get_store_spec(self, store):
         return spec
 
     @contextmanager
-    def __call__(self, **kwargs):
+    def __call__(self, **kwargs: Any) -> Iterator["ConfigWrapper"]:
         """
         The config object can also be used in a with statement to change the state of the configuration
         temporarily. kwargs to the context manager are the keys into config, where '.' is replaced by a
@@ -201,95 +452,153 @@ def __call__(self, **kwargs):
         >>> with dj.config(safemode=False, database__host="localhost") as cfg:
         >>>     # do dangerous stuff here
         """
+        # Save current values
+        backup_values: Dict[str, Any] = {}
+        converted_kwargs: Dict[str, Any] = {k.replace("__", "."): v for k, v in kwargs.items()}
 
         try:
-            backup = self.instance
-            self.instance = Config.__Config(self.instance._conf)
-            new = {k.replace("__", "."): v for k, v in kwargs.items()}
-            self.instance._conf.update(new)
-            yield self
-        except:
-            self.instance = backup
-            raise
-        else:
-            self.instance = backup
+            # Save original values
+            for key in converted_kwargs:
+                try:
+                    backup_values[key] = self[key]
+                except KeyError:
+                    backup_values[key] = None
 
-    class __Config:
-        """
-        Stores datajoint settings. Behaves like a dictionary, but applies validator functions
-        when certain keys are set.
+            # Apply new values
+            for key, value in converted_kwargs.items():
+                self[key] = value
 
-        The default parameters are stored in datajoint.settings.default . If a local config file
-        exists, the settings specified in this file override the default settings.
-        """
+            yield self
 
-        def __init__(self, *args, **kwargs):
-            self._conf = dict(default)
-            # use the free update to set keys
-            self._conf.update(dict(*args, **kwargs))
+        finally:
+            # Restore original values
+            for key, value in backup_values.items():
+                if value is not None:
+                    self[key] = value
+
+
+# Default configuration dictionary for backward compatibility
+default = {
+    "database.host": "localhost",
+    "database.password": None,
+    "database.user": None,
+    "database.port": 3306,
+    "database.reconnect": True,
+    "connection.init_function": None,
+    "connection.charset": "",
+    "loglevel": "INFO",
+    "safemode": True,
+    "fetch_format": "array",
+    "display.limit": 12,
+    "display.width": 14,
+    "display.show_tuple_count": True,
+    "database.use_tls": None,
+    "enable_python_native_blobs": True,
+    "add_hidden_timestamp": False,
+    "filepath_checksum_size_limit": None,
+}
 
-        def __getitem__(self, key):
-            return self._conf[key]
+# Validators for backward compatibility
+validators = collections.defaultdict(lambda: lambda value: True)
+validators["database.port"] = lambda a: isinstance(a, int)
 
-        def __setitem__(self, key, value):
-            logger.debug("Setting {0:s} to {1:s}".format(str(key), str(value)))
-            if validators[key](value):
-                self._conf[key] = value
-            else:
-                raise DataJointError("Validator for {0:s} did not pass".format(key))
-            valid_logging_levels = {"DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"}
-            if key == "loglevel":
-                if value not in valid_logging_levels:
-                    raise ValueError(f"'{value}' is not a valid logging value {tuple(valid_logging_levels)}")
-                logger.setLevel(value)
 
+# Create settings instance
+_settings = DataJointSettings()
+
+# Create config wrapper for backward compatibility
+config = ConfigWrapper(_settings)
 
 # Load configuration from file
-config = Config()
 config_files = (os.path.expanduser(n) for n in (LOCALCONFIG, os.path.join("~", GLOBALCONFIG)))
 try:
     config.load(next(n for n in config_files if os.path.exists(n)))
 except StopIteration:
     logger.info("No config file was found.")
 
-# override login credentials with environment variables
-mapping = {
-    k: v
-    for k, v in zip(
-        (
-            "database.host",
-            "database.user",
-            "database.password",
-            "database.port",
-            "external.aws_access_key_id",
-            "external.aws_secret_access_key",
-            "loglevel",
-        ),
-        map(
-            os.getenv,
-            (
-                "DJ_HOST",
-                "DJ_USER",
-                "DJ_PASS",
-                "DJ_PORT",
-                "DJ_AWS_ACCESS_KEY_ID",
-                "DJ_AWS_SECRET_ACCESS_KEY",
-                "DJ_LOG_LEVEL",
-            ),
-        ),
-    )
-    if v is not None
-}
+# Override login credentials with environment variables
+# Note: pydantic-settings already handles this through validation_alias,
+# but we keep this for any custom env vars not directly mapped
+mapping = {}
+
+# Check for any environment variables that weren't caught by pydantic
+for env_key, config_key in [
+    ("DJ_HOST", "database.host"),
+    ("DJ_USER", "database.user"),
+    ("DJ_PASS", "database.password"),
+    ("DJ_PORT", "database.port"),
+    ("DJ_AWS_ACCESS_KEY_ID", "external.aws_access_key_id"),
+    ("DJ_AWS_SECRET_ACCESS_KEY", "external.aws_secret_access_key"),
+    ("DJ_LOG_LEVEL", "loglevel"),
+]:
+    env_value = os.getenv(env_key)
+    if env_value is not None:
+        # Only add to mapping if pydantic didn't already set it
+        try:
+            current_value = config[config_key]
+            if current_value is None or (config_key == "database.port" and current_value == 3306):
+                if config_key == "database.port":
+                    try:
+                        mapping[config_key] = int(env_value)
+                    except ValueError:
+                        logger.warning(f"Invalid DJ_PORT value: {env_value}, using default port 3306")
+                else:
+                    mapping[config_key] = env_value
+        except KeyError:
+            # Key doesn't exist yet, add it
+            if config_key == "database.port":
+                try:
+                    mapping[config_key] = int(env_value)
+                except ValueError:
+                    logger.warning(f"Invalid DJ_PORT value: {env_value}, using default port 3306")
+            else:
+                mapping[config_key] = env_value
 
-# Convert DJ_PORT from string to int if present
-if "database.port" in mapping and mapping["database.port"] is not None:
-    try:
-        mapping["database.port"] = int(mapping["database.port"])
-    except ValueError:
-        logger.warning(f"Invalid DJ_PORT value: {mapping['database.port']}, using default port 3306")
-        del mapping["database.port"]
 if mapping:
-    logger.info(f"Overloaded settings {tuple(mapping)} from environment variables.")
-    config.update(mapping)
+    logger.info(f"Overloaded settings {tuple(mapping.keys())} from environment variables.")
+    for key, value in mapping.items():
+        config[key] = value
 
+# Set logging level
 logger.setLevel(log_levels[config["loglevel"]])
+
+
+# Maintain singleton behavior for compatibility
+class Config:
+    """
+    Backward compatibility class that mimics the old Config singleton behavior.
+    This redirects all access to the global config instance.
+    """
+
+    instance = None
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        # Always use the global config instance
+        pass
+
+    def __getattr__(self, name: str) -> Any:
+        return getattr(config, name)
+
+    def __getitem__(self, item: str) -> Any:
+        return config[item]
+
+    def __setitem__(self, item: str, value: Any) -> None:
+        config[item] = value
+
+    def __str__(self) -> str:
+        return str(config)
+
+    def __repr__(self) -> str:
+        return repr(config)
+
+    def __delitem__(self, key: str) -> None:
+        del config[key]
+
+    def __iter__(self) -> Iterator[str]:
+        return iter(config)
+
+    def __len__(self) -> int:
+        return len(config)
+
+    def __eq__(self, other: Any) -> bool:
+        return config.__eq__(other)