diff --git a/ddtrace/_monkey.py b/ddtrace/_monkey.py
index 8ede9f49ca4..03417fe0d0f 100644
--- a/ddtrace/_monkey.py
+++ b/ddtrace/_monkey.py
@@ -157,9 +157,6 @@
 }
 
 
-DEFAULT_MODULES_PREFIX = "ddtrace.contrib"
-
-
 class PatchException(Exception):
     """Wraps regular `Exception` class when patching modules"""
 
@@ -170,19 +167,14 @@ class ModuleNotFoundException(PatchException):
     pass
 
 
-def _on_import_factory(module, prefix="ddtrace.contrib", raise_errors=True, patch_indicator=True):
+def _on_import_factory(module, path_f, raise_errors=True, patch_indicator=True):
     # type: (str, str, bool, Union[bool, List[str]]) -> Callable[[Any], None]
     """Factory to create an import hook for the provided module name"""
 
     def on_import(hook):
         # Import and patch module
         try:
-            try:
-                imported_module = importlib.import_module("%s.internal.%s.patch" % (prefix, module))
-            except ImportError:
-                # Some integrations do not have an internal patch module, so we use the public one
-                # FIXME: This is a temporary solution until we refactor the patching logic.
-                imported_module = importlib.import_module("%s.%s" % (prefix, module))
+            imported_module = importlib.import_module(path_f % (module,))
             imported_module.patch()
             if hasattr(imported_module, "patch_submodules"):
                 imported_module.patch_submodules(patch_indicator)
@@ -209,7 +201,7 @@ def on_import(hook):
                         name, True, PATCH_MODULES.get(module) is True, "", version=v
                     )
             elif hasattr(imported_module, "get_version"):
-                # TODO: Ensure every integration defines either get_version or get_versions in their patch.py module
+                # Some integrations/iast patchers do not define get_version
                 version = imported_module.get_version()
                 telemetry.telemetry_writer.add_integration(
                     module, True, PATCH_MODULES.get(module) is True, "", version=version
@@ -258,8 +250,8 @@ def patch_all(**patch_modules):
     load_common_appsec_modules()
 
 
-def patch(raise_errors=True, patch_modules_prefix=DEFAULT_MODULES_PREFIX, **patch_modules):
-    # type: (bool, str, Union[List[str], bool]) -> None
+def patch(raise_errors=True, **patch_modules):
+    # type: (bool, Union[List[str], bool]) -> None
     """Patch only a set of given modules.
 
     :param bool raise_errors: Raise error if one patch fail.
@@ -270,17 +262,22 @@ def patch(raise_errors=True, patch_modules_prefix=DEFAULT_MODULES_PREFIX, **patc
     contribs = {c: patch_indicator for c, patch_indicator in patch_modules.items() if patch_indicator}
     for contrib, patch_indicator in contribs.items():
         # Check if we have the requested contrib.
-        if not os.path.isfile(os.path.join(os.path.dirname(__file__), "contrib", contrib, "__init__.py")):
+        if not os.path.isfile(os.path.join(os.path.dirname(__file__), "contrib", "internal", contrib, "patch.py")):
             if raise_errors:
                 raise ModuleNotFoundException(
-                    "integration module ddtrace.contrib.%s does not exist, "
-                    "module will not have tracing available" % contrib
+                    "integration module ddtrace.contrib.internal.%s.patch does not exist, "
+                    "automatic instrumentation is disabled for this library" % contrib
                 )
         modules_to_patch = _MODULES_FOR_CONTRIB.get(contrib, (contrib,))
         for module in modules_to_patch:
             # Use factory to create handler to close over `module` and `raise_errors` values from this loop
             when_imported(module)(
-                _on_import_factory(contrib, raise_errors=raise_errors, patch_indicator=patch_indicator)
+                _on_import_factory(
+                    contrib,
+                    "ddtrace.contrib.internal.%s.patch",
+                    raise_errors=raise_errors,
+                    patch_indicator=patch_indicator,
+                )
             )
 
         # manually add module to patched modules
diff --git a/ddtrace/appsec/_iast/_patch_modules.py b/ddtrace/appsec/_iast/_patch_modules.py
index 7ae1b0986fb..e91438ebd49 100644
--- a/ddtrace/appsec/_iast/_patch_modules.py
+++ b/ddtrace/appsec/_iast/_patch_modules.py
@@ -19,10 +19,6 @@ def patch_iast(patch_modules=IAST_PATCH):
     from ddtrace._monkey import _on_import_factory
 
     for module in (m for m, e in patch_modules.items() if e):
-        when_imported("hashlib")(
-            _on_import_factory(module, prefix="ddtrace.appsec._iast.taint_sinks", raise_errors=False)
-        )
+        when_imported("hashlib")(_on_import_factory(module, "ddtrace.appsec._iast.taint_sinks.%s", raise_errors=False))
 
-    when_imported("json")(
-        _on_import_factory("json_tainting", prefix="ddtrace.appsec._iast._patches", raise_errors=False)
-    )
+    when_imported("json")(_on_import_factory("json_tainting", "ddtrace.appsec._iast._patches.%s", raise_errors=False))
diff --git a/ddtrace/contrib/cherrypy/__init__.py b/ddtrace/contrib/cherrypy/__init__.py
index b8fbd426e00..0ae66d24918 100644
--- a/ddtrace/contrib/cherrypy/__init__.py
+++ b/ddtrace/contrib/cherrypy/__init__.py
@@ -54,8 +54,8 @@ def index(self):
 """
 
 
-from ddtrace.contrib.internal.cherrypy.middleware import TraceMiddleware
-from ddtrace.contrib.internal.cherrypy.middleware import get_version  # noqa: F401
+from ddtrace.contrib.internal.cherrypy.patch import TraceMiddleware
+from ddtrace.contrib.internal.cherrypy.patch import get_version  # noqa: F401
 from ddtrace.internal.utils.deprecations import DDTraceDeprecationWarning
 from ddtrace.vendor.debtcollector import deprecate
 
diff --git a/ddtrace/contrib/flask_cache/__init__.py b/ddtrace/contrib/flask_cache/__init__.py
index ae6fcf003db..d35ab94f6e6 100644
--- a/ddtrace/contrib/flask_cache/__init__.py
+++ b/ddtrace/contrib/flask_cache/__init__.py
@@ -45,8 +45,8 @@ def counter():
 """
 
 
-from ddtrace.contrib.internal.flask_cache.tracers import get_traced_cache
-from ddtrace.contrib.internal.flask_cache.tracers import get_version  # noqa: F401
+from ddtrace.contrib.internal.flask_cache.patch import get_traced_cache
+from ddtrace.contrib.internal.flask_cache.patch import get_version  # noqa: F401
 from ddtrace.internal.utils.deprecations import DDTraceDeprecationWarning
 from ddtrace.vendor.debtcollector import deprecate
 
diff --git a/ddtrace/contrib/internal/aioredis/patch.py b/ddtrace/contrib/internal/aioredis/patch.py
index 62b8ec9f80c..78342aa162a 100644
--- a/ddtrace/contrib/internal/aioredis/patch.py
+++ b/ddtrace/contrib/internal/aioredis/patch.py
@@ -12,9 +12,9 @@
 from ddtrace.constants import _SPAN_MEASURED_KEY
 from ddtrace.constants import SPAN_KIND
 from ddtrace.contrib import trace_utils
+from ddtrace.contrib.internal.redis_utils import ROW_RETURNING_COMMANDS
 from ddtrace.contrib.internal.redis_utils import _run_redis_command_async
-from ddtrace.contrib.redis_utils import ROW_RETURNING_COMMANDS
-from ddtrace.contrib.redis_utils import determine_row_count
+from ddtrace.contrib.internal.redis_utils import determine_row_count
 from ddtrace.ext import SpanKind
 from ddtrace.ext import SpanTypes
 from ddtrace.ext import db
diff --git a/ddtrace/contrib/internal/cassandra/patch.py b/ddtrace/contrib/internal/cassandra/patch.py
index ad375683633..3632e6943b1 100644
--- a/ddtrace/contrib/internal/cassandra/patch.py
+++ b/ddtrace/contrib/internal/cassandra/patch.py
@@ -1,14 +1,2 @@
-from ddtrace.internal.utils.deprecations import DDTraceDeprecationWarning
-from ddtrace.vendor.debtcollector import deprecate
-
 from .session import patch  # noqa: F401
 from .session import unpatch  # noqa: F401
-
-
-deprecate(
-    ("%s is deprecated" % (__name__)),
-    message="Avoid using this package directly. "
-    "Use ``import ddtrace.auto`` or the ``ddtrace-run`` command to enable and configure this integration.",
-    category=DDTraceDeprecationWarning,
-    removal_version="3.0.0",
-)
diff --git a/ddtrace/contrib/internal/cherrypy/middleware.py b/ddtrace/contrib/internal/cherrypy/patch.py
similarity index 100%
rename from ddtrace/contrib/internal/cherrypy/middleware.py
rename to ddtrace/contrib/internal/cherrypy/patch.py
diff --git a/ddtrace/contrib/internal/fastapi/patch.py b/ddtrace/contrib/internal/fastapi/patch.py
index 485c0424a5f..c79baefc59d 100644
--- a/ddtrace/contrib/internal/fastapi/patch.py
+++ b/ddtrace/contrib/internal/fastapi/patch.py
@@ -10,7 +10,7 @@
 from ddtrace.contrib.internal.asgi.middleware import TraceMiddleware
 from ddtrace.contrib.internal.starlette.patch import _trace_background_tasks
 from ddtrace.contrib.internal.starlette.patch import traced_handler
-from ddtrace.contrib.starlette.patch import traced_route_init
+from ddtrace.contrib.internal.starlette.patch import traced_route_init
 from ddtrace.internal.logger import get_logger
 from ddtrace.internal.schema import schematize_service_name
 from ddtrace.internal.utils.wrappers import unwrap as _u
diff --git a/ddtrace/contrib/internal/flask_cache/tracers.py b/ddtrace/contrib/internal/flask_cache/patch.py
similarity index 100%
rename from ddtrace/contrib/internal/flask_cache/tracers.py
rename to ddtrace/contrib/internal/flask_cache/patch.py
diff --git a/ddtrace/contrib/internal/pytest/_plugin_v2.py b/ddtrace/contrib/internal/pytest/_plugin_v2.py
index ece2098e05e..0b25af62e51 100644
--- a/ddtrace/contrib/internal/pytest/_plugin_v2.py
+++ b/ddtrace/contrib/internal/pytest/_plugin_v2.py
@@ -7,9 +7,9 @@
 from ddtrace import DDTraceDeprecationWarning
 from ddtrace import config as dd_config
 from ddtrace._monkey import patch
-from ddtrace.contrib.coverage import patch as patch_coverage
 from ddtrace.contrib.internal.coverage.constants import PCT_COVERED_KEY
 from ddtrace.contrib.internal.coverage.data import _coverage_data
+from ddtrace.contrib.internal.coverage.patch import patch as patch_coverage
 from ddtrace.contrib.internal.coverage.patch import run_coverage_report
 from ddtrace.contrib.internal.coverage.utils import _is_coverage_invoked_by_coverage_run
 from ddtrace.contrib.internal.coverage.utils import _is_coverage_patched
diff --git a/ddtrace/contrib/internal/redis/patch.py b/ddtrace/contrib/internal/redis/patch.py
index 28beeb4d979..78d0ceaf22a 100644
--- a/ddtrace/contrib/internal/redis/patch.py
+++ b/ddtrace/contrib/internal/redis/patch.py
@@ -6,9 +6,9 @@
 from ddtrace import config
 from ddtrace._trace.utils_redis import _instrument_redis_cmd
 from ddtrace._trace.utils_redis import _instrument_redis_execute_pipeline
+from ddtrace.contrib.internal.redis_utils import ROW_RETURNING_COMMANDS
+from ddtrace.contrib.internal.redis_utils import determine_row_count
 from ddtrace.contrib.internal.trace_utils import unwrap
-from ddtrace.contrib.redis_utils import ROW_RETURNING_COMMANDS
-from ddtrace.contrib.redis_utils import determine_row_count
 from ddtrace.internal import core
 from ddtrace.internal.schema import schematize_service_name
 from ddtrace.internal.utils.formats import CMD_MAX_LEN
diff --git a/ddtrace/llmobs/_llmobs.py b/ddtrace/llmobs/_llmobs.py
index ca830b8d310..5277accd838 100644
--- a/ddtrace/llmobs/_llmobs.py
+++ b/ddtrace/llmobs/_llmobs.py
@@ -498,7 +498,7 @@ def _patch_integrations() -> None:
         integrations_to_patch.update(
             {k: asbool(v) for k, v in dd_patch_modules_to_str.items() if k in SUPPORTED_LLMOBS_INTEGRATIONS.values()}
         )
-        patch(**integrations_to_patch)  # type: ignore[arg-type]
+        patch(**integrations_to_patch)
         log.debug("Patched LLM integrations: %s", list(SUPPORTED_LLMOBS_INTEGRATIONS.values()))
 
     @classmethod
diff --git a/docs/contributing-integrations.rst b/docs/contributing-integrations.rst
index 0dab68b5053..3ae93789809 100644
--- a/docs/contributing-integrations.rst
+++ b/docs/contributing-integrations.rst
@@ -211,7 +211,8 @@ What does a complete PR look like when adding a new integration?
 
 The following is the check list for ensuring you have all of the components to have a complete PR that is ready for review.
 
-- Patch code for your new integration under ``ddtrace/contrib/your_integration_name``.
+- Define `patch` and `unpatch` functions for your new integration under ``ddtrace/contrib/internal/your_integration_name``.
+- Document your integration in a ``ddtrace/contrib/_integration_name.py`` module and reference the doc string in ``docs/integrations.rst``.
 - Test code for the above in ``tests/contrib/your_integration_name``.
 - The virtual environment configurations for your tests in ``riotfile.py``.
 - The Circle CI configurations for your tests in ``.circleci/config.templ.yml``.
diff --git a/releasenotes/notes/ensure-all-integrations-have-patch-module-ef2ced613d1f777a.yaml b/releasenotes/notes/ensure-all-integrations-have-patch-module-ef2ced613d1f777a.yaml
new file mode 100644
index 00000000000..da5c951017a
--- /dev/null
+++ b/releasenotes/notes/ensure-all-integrations-have-patch-module-ef2ced613d1f777a.yaml
@@ -0,0 +1,4 @@
+---
+other:
+  - |
+    cassandra,cherrypy,flask_cache,starlette: Ensures a deprecation warning is not raised when patching these integrations via ``ddtrace-run`` and ``import ddtrace.auto``.
diff --git a/tests/contrib/asyncio/test_tracer.py b/tests/contrib/asyncio/test_tracer.py
index e7aaa94d903..cb474786b72 100644
--- a/tests/contrib/asyncio/test_tracer.py
+++ b/tests/contrib/asyncio/test_tracer.py
@@ -4,7 +4,7 @@
 import pytest
 
 from ddtrace.constants import ERROR_MSG
-from ddtrace.contrib.asyncio.compat import asyncio_current_task
+from ddtrace.contrib.internal.asyncio.compat import asyncio_current_task
 from ddtrace.contrib.internal.asyncio.patch import patch
 from ddtrace.contrib.internal.asyncio.patch import unpatch
 
diff --git a/tests/contrib/cherrypy/test_middleware.py b/tests/contrib/cherrypy/test_middleware.py
index 9bc4a600136..41b5e4fec32 100644
--- a/tests/contrib/cherrypy/test_middleware.py
+++ b/tests/contrib/cherrypy/test_middleware.py
@@ -15,7 +15,7 @@
 from ddtrace.constants import ERROR_MSG
 from ddtrace.constants import ERROR_STACK
 from ddtrace.constants import ERROR_TYPE
-from ddtrace.contrib.internal.cherrypy.middleware import TraceMiddleware
+from ddtrace.contrib.internal.cherrypy.patch import TraceMiddleware
 from ddtrace.ext import http
 from tests.contrib.patch import emit_integration_and_version_to_test_agent
 from tests.utils import TracerTestCase
@@ -55,7 +55,7 @@ def setUp(self):
         )
 
     def test_and_emit_get_version(self):
-        from ddtrace.contrib.internal.cherrypy.middleware import get_version
+        from ddtrace.contrib.internal.cherrypy.patch import get_version
 
         version = get_version()
         assert type(version) == str
@@ -543,7 +543,7 @@ def test_service_name_schema(ddtrace_run_python_code_in_subprocess, schema_versi
 from cherrypy.test import helper
 from tests.utils import TracerTestCase
 from tests.contrib.cherrypy.web import StubApp
-from ddtrace.contrib.internal.cherrypy.middleware import TraceMiddleware
+from ddtrace.contrib.internal.cherrypy.patch import TraceMiddleware
 class TestCherrypy(TracerTestCase, helper.CPWebCase):
     @staticmethod
     def setup_server():
@@ -602,7 +602,7 @@ def test_operation_name_schema(ddtrace_run_python_code_in_subprocess, schema_ver
 from cherrypy.test import helper
 from tests.utils import TracerTestCase
 from tests.contrib.cherrypy.web import StubApp
-from ddtrace.contrib.internal.cherrypy.middleware import TraceMiddleware
+from ddtrace.contrib.internal.cherrypy.patch import TraceMiddleware
 class TestCherrypy(TracerTestCase, helper.CPWebCase):
     @staticmethod
     def setup_server():
diff --git a/tests/contrib/flask_cache/test.py b/tests/contrib/flask_cache/test.py
index b7be36a10eb..25ed861dbe2 100644
--- a/tests/contrib/flask_cache/test.py
+++ b/tests/contrib/flask_cache/test.py
@@ -1,8 +1,8 @@
 # -*- coding: utf-8 -*-
 from flask import Flask
 
-from ddtrace.contrib.internal.flask_cache.tracers import CACHE_BACKEND
-from ddtrace.contrib.internal.flask_cache.tracers import get_traced_cache
+from ddtrace.contrib.internal.flask_cache.patch import CACHE_BACKEND
+from ddtrace.contrib.internal.flask_cache.patch import get_traced_cache
 from ddtrace.ext import net
 from ddtrace.internal.schema import DEFAULT_SPAN_SERVICE_NAME
 from tests.opentracer.utils import init_tracer
diff --git a/tests/contrib/flask_cache/test_utils.py b/tests/contrib/flask_cache/test_utils.py
index 7d7e200cd9f..aa4d529c05f 100644
--- a/tests/contrib/flask_cache/test_utils.py
+++ b/tests/contrib/flask_cache/test_utils.py
@@ -3,7 +3,7 @@
 from flask import Flask
 
 from ddtrace._trace.tracer import Tracer
-from ddtrace.contrib.internal.flask_cache.tracers import get_traced_cache
+from ddtrace.contrib.internal.flask_cache.patch import get_traced_cache
 from ddtrace.contrib.internal.flask_cache.utils import _extract_client
 from ddtrace.contrib.internal.flask_cache.utils import _extract_conn_tags
 from ddtrace.contrib.internal.flask_cache.utils import _resource_from_cache_prefix
diff --git a/tests/contrib/flask_cache/test_wrapper_safety.py b/tests/contrib/flask_cache/test_wrapper_safety.py
index 0b98e1e2557..d144b9ddc83 100644
--- a/tests/contrib/flask_cache/test_wrapper_safety.py
+++ b/tests/contrib/flask_cache/test_wrapper_safety.py
@@ -3,8 +3,8 @@
 import pytest
 from redis.exceptions import ConnectionError
 
-from ddtrace.contrib.internal.flask_cache.tracers import CACHE_BACKEND
-from ddtrace.contrib.internal.flask_cache.tracers import get_traced_cache
+from ddtrace.contrib.internal.flask_cache.patch import CACHE_BACKEND
+from ddtrace.contrib.internal.flask_cache.patch import get_traced_cache
 from ddtrace.ext import net
 from tests.utils import TracerTestCase
 
diff --git a/tests/contrib/langgraph/test_langgraph_patch.py b/tests/contrib/langgraph/test_langgraph_patch.py
index 5e57cbb3f63..5326ef0f4b0 100644
--- a/tests/contrib/langgraph/test_langgraph_patch.py
+++ b/tests/contrib/langgraph/test_langgraph_patch.py
@@ -2,9 +2,9 @@
 import sys
 from tempfile import NamedTemporaryFile
 
-from ddtrace.contrib.langgraph import get_version
-from ddtrace.contrib.langgraph import patch
-from ddtrace.contrib.langgraph import unpatch
+from ddtrace.contrib.internal.langgraph.patch import get_version
+from ddtrace.contrib.internal.langgraph.patch import patch
+from ddtrace.contrib.internal.langgraph.patch import unpatch
 from tests.contrib.patch import PatchTestCase
 from tests.utils import call_program
 
diff --git a/tests/tracer/test_monkey.py b/tests/tracer/test_monkey.py
index 9b6f1ee86a6..d4eb1522176 100644
--- a/tests/tracer/test_monkey.py
+++ b/tests/tracer/test_monkey.py
@@ -38,8 +38,8 @@ def test_patch_raise_exception_manual_patch(self):
             _monkey.patch(module_dne=True)
 
         assert (
-            "integration module ddtrace.contrib.module_dne does not exist, module will not have tracing available"
-            in str(me.exception)
+            "integration module ddtrace.contrib.internal.module_dne.patch does not exist, "
+            "automatic instrumentation is disabled for this library" in str(me.exception)
         )
         assert "module_dne" not in _monkey._PATCHED_MODULES