diff --git a/api/config/settings/common.py b/api/config/settings/common.py
index e3765ed67..634e74235 100644
--- a/api/config/settings/common.py
+++ b/api/config/settings/common.py
@@ -1,6 +1,5 @@
 import logging.config
 import sys
-import warnings
 from collections import OrderedDict
 from urllib.parse import urlparse, urlsplit
 
@@ -36,8 +35,6 @@ Available levels:
 
 """
 
-IS_DOCKER_SETUP = env.bool("IS_DOCKER_SETUP", False)
-
 # allows makemigrations and superuser creation
 FORCE = env.bool("FORCE", False)
 
@@ -395,31 +392,6 @@ vars().update(EMAIL_CONFIG)
 # ------------------------------------------------------------------------------
 # See: https://docs.djangoproject.com/en/dev/ref/settings/#databases
 
-# The `_database_url_docker` variable will only by used as default for DATABASE_URL
-# in the context of a docker deployment.
-_database_url_docker = None
-if IS_DOCKER_SETUP and env.str("DATABASE_URL", None) is None:
-    warnings.warn(
-        DeprecationWarning(
-            "the automatically generated 'DATABASE_URL' configuration in the docker "
-            "setup is deprecated, please configure either the 'DATABASE_URL' "
-            "environment variable or the 'DATABASE_HOST', 'DATABASE_USER' and "
-            "'DATABASE_PASSWORD' environment variables instead"
-        )
-    )
-    _DOCKER_DATABASE_HOST = "postgres"
-    _DOCKER_DATABASE_PORT = 5432
-    _DOCKER_DATABASE_USER = env.str("POSTGRES_ENV_POSTGRES_USER", "postgres")
-    _DOCKER_DATABASE_PASSWORD = env.str("POSTGRES_ENV_POSTGRES_PASSWORD", "")
-    _DOCKER_DATABASE_NAME = _DOCKER_DATABASE_USER
-
-    _database_url_docker = (
-        f"postgres:"
-        f"//{_DOCKER_DATABASE_USER}:{_DOCKER_DATABASE_PASSWORD}"
-        f"@{_DOCKER_DATABASE_HOST}:{_DOCKER_DATABASE_PORT}"
-        f"/{_DOCKER_DATABASE_NAME}"
-    )
-
 DATABASE_HOST = env.str("DATABASE_HOST", "localhost")
 """
 The hostname of the PostgreSQL server. Defaults to ``localhost``.
@@ -442,8 +414,7 @@ The name of the PostgreSQL database. Defaults to ``funkwhale``.
 """
 DATABASE_URL = env.db(
     "DATABASE_URL",
-    _database_url_docker  # This is only set in the context of a docker deployment.
-    or (
+    (
         f"postgres:"
         f"//{DATABASE_USER}:{DATABASE_PASSWORD}"
         f"@{DATABASE_HOST}:{DATABASE_PORT}"
@@ -840,11 +811,7 @@ if AUTH_LDAP_ENABLED:
 # SLUGLIFIER
 AUTOSLUG_SLUGIFY_FUNCTION = "slugify.slugify"
 
-CACHE_URL_DEFAULT = "redis://127.0.0.1:6379/0"
-if IS_DOCKER_SETUP:
-    CACHE_URL_DEFAULT = "redis://redis:6379/0"
-
-CACHE_URL = env.str("CACHE_URL", default=CACHE_URL_DEFAULT)
+CACHE_URL = env.str("CACHE_URL", default="redis://127.0.0.1:6379/0")
 """
 The URL of your redis server. For example:
 
@@ -1529,10 +1496,7 @@ TYPESENSE_PROTOCOL = env("TYPESENSE_PROTOCOL", default="http")
 """Typesense listening protocol"""
 TYPESENSE_HOST = env(
     "TYPESENSE_HOST",
-    default="typesense" if IS_DOCKER_SETUP else "localhost",
+    default="localhost",
 )
-"""
-Typesense hostname. Defaults to `localhost` on non-Docker deployments and to `typesense` on
-Docker deployments.
-"""
+"""Typesense hostname. Defaults to `localhost`."""
 TYPESENSE_NUM_TYPO = env("TYPESENSE_NUM_TYPO", default=5)