diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 4e19060..318bb70 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -45,21 +45,6 @@ uv run python -m unittest tests.unit.test_adapters -v
 timeout 30 uv run python -m unittest discover -s tests/integration -v
 ```
 
-### Database Integration Tests
-
-Requires Docker for running test databases.
-
-```bash
-# Start test databases
-docker compose -f docker-compose.test.yml up -d
-
-# Run database tests
-uv run python -m unittest tests.integration.test_database -v
-
-# Stop databases
-docker compose -f docker-compose.test.yml down
-```
-
 ### E2E Tests
 
 E2E tests validate full instrumentation workflows using Docker containers. They record real API interactions and verify replay behavior using the Tusk CLI.
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index f330e6f..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,5 +0,0 @@
-include README.md
-include LICENSE
-include py.typed
-recursive-include drift *.py
-recursive-include drift *.typed
diff --git a/docker-compose.test.yml b/docker-compose.test.yml
deleted file mode 100644
index b87cee0..0000000
--- a/docker-compose.test.yml
+++ /dev/null
@@ -1,56 +0,0 @@
-# Docker Compose configuration for Python SDK integration tests
-# Uses different ports than Node.js SDK to avoid conflicts
-
-services:
-  postgres:
-    image: postgres:15
-    environment:
-      POSTGRES_DB: test_db
-      POSTGRES_USER: test_user
-      POSTGRES_PASSWORD: test_password
-    ports:
-      - "5002:5432"
-    healthcheck:
-      test: ["CMD-SHELL", "pg_isready -U test_user -d test_db"]
-      interval: 5s
-      timeout: 5s
-      retries: 5
-
-  mongodb:
-    image: mongo:7
-    environment:
-      MONGO_INITDB_ROOT_USERNAME: test_user
-      MONGO_INITDB_ROOT_PASSWORD: test_password
-      MONGO_INITDB_DATABASE: test_db
-    ports:
-      - "27018:27017"
-    healthcheck:
-      test: echo 'db.runCommand("ping").ok' | mongosh localhost:27017/test_db --quiet
-      interval: 5s
-      timeout: 5s
-      retries: 5
-
-  redis:
-    image: redis:7-alpine
-    ports:
-      - "6380:6379"
-    healthcheck:
-      test: ["CMD", "redis-cli", "ping"]
-      interval: 5s
-      timeout: 5s
-      retries: 5
-
-  mysql:
-    image: mysql:8
-    environment:
-      MYSQL_DATABASE: test_db
-      MYSQL_USER: test_user
-      MYSQL_PASSWORD: test_password
-      MYSQL_ROOT_PASSWORD: root_password
-    ports:
-      - "3308:3306"
-    healthcheck:
-      test: ["CMD", "mysqladmin", "ping", "-h", "localhost", "-u", "test_user", "-ptest_password"]
-      interval: 5s
-      timeout: 5s
-      retries: 5
diff --git a/tests/test_transform_engine.py b/tests/unit/test_transform_engine.py
similarity index 100%
rename from tests/test_transform_engine.py
rename to tests/unit/test_transform_engine.py
diff --git a/uv.lock b/uv.lock
index 4e86b76..04b5040 100644
--- a/uv.lock
+++ b/uv.lock
@@ -151,6 +151,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/38/0e/27be9fdef66e72d64c0cdc3cc2823101b80585f8119b5c112c2e8f5f7dab/anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c", size = 113592 },
 ]
 
+[[package]]
+name = "asgiref"
+version = "3.11.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/76/b9/4db2509eabd14b4a8c71d1b24c8d5734c52b8560a7b1e1a8b56c8d25568b/asgiref-3.11.0.tar.gz", hash = "sha256:13acff32519542a1736223fb79a715acdebe24286d98e8b164a73085f40da2c4", size = 37969 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/91/be/317c2c55b8bbec407257d45f5c8d1b6867abc76d12043f2d3d58c538a4ea/asgiref-3.11.0-py3-none-any.whl", hash = "sha256:1db9021efadb0d9512ce8ffaf72fcef601c7b73a8807a1bb2ef143dc6b14846d", size = 24096 },
+]
+
 [[package]]
 name = "attrs"
 version = "25.4.0"
@@ -309,6 +318,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
 ]
 
+[[package]]
+name = "django"
+version = "6.0.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "asgiref" },
+    { name = "sqlparse" },
+    { name = "tzdata", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b5/9b/016f7e55e855ee738a352b05139d4f8b278d0b451bd01ebef07456ef3b0e/django-6.0.1.tar.gz", hash = "sha256:ed76a7af4da21551573b3d9dfc1f53e20dd2e6c7d70a3adc93eedb6338130a5f", size = 11069565 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/95/b5/814ed98bd21235c116fd3436a7ed44d47560329a6d694ec8aac2982dbb93/django-6.0.1-py3-none-any.whl", hash = "sha256:a92a4ff14f664a896f9849009cb8afaca7abe0d6fc53325f3d1895a15253433d", size = 8338791 },
+]
+
 [[package]]
 name = "fastapi"
 version = "0.128.0"
@@ -1122,6 +1145,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050 },
 ]
 
+[[package]]
+name = "sqlparse"
+version = "0.5.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/90/76/437d71068094df0726366574cf3432a4ed754217b436eb7429415cf2d480/sqlparse-0.5.5.tar.gz", hash = "sha256:e20d4a9b0b8585fdf63b10d30066c7c94c5d7a7ec47c889a2d83a3caa93ff28e", size = 120815 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/49/4b/359f28a903c13438ef59ebeee215fb25da53066db67b305c125f1c6d2a25/sqlparse-0.5.5-py3-none-any.whl", hash = "sha256:12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba", size = 46138 },
+]
+
 [[package]]
 name = "starlette"
 version = "0.41.3"
@@ -1199,7 +1231,7 @@ wheels = [
 
 [[package]]
 name = "tusk-drift-python-sdk"
-version = "0.1.4"
+version = "0.1.8"
 source = { editable = "." }
 dependencies = [
     { name = "aiofiles" },
@@ -1223,6 +1255,9 @@ dev = [
     { name = "ty" },
     { name = "uvicorn" },
 ]
+django = [
+    { name = "django" },
+]
 fastapi = [
     { name = "fastapi" },
     { name = "starlette" },
@@ -1236,6 +1271,7 @@ flask = [
 requires-dist = [
     { name = "aiofiles", specifier = ">=23.0.0" },
     { name = "aiohttp", specifier = ">=3.9.0" },
+    { name = "django", marker = "extra == 'django'", specifier = ">=5.0" },
     { name = "fastapi", marker = "extra == 'dev'", specifier = ">=0.115.6" },
     { name = "fastapi", marker = "extra == 'fastapi'", specifier = ">=0.115.6" },
     { name = "flask", marker = "extra == 'dev'", specifier = ">=3.1.2" },
@@ -1314,6 +1350,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611 },
 ]
 
+[[package]]
+name = "tzdata"
+version = "2025.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5e/a7/c202b344c5ca7daf398f3b8a477eeb205cf3b6f32e7ec3a6bac0629ca975/tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7", size = 196772 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1", size = 348521 },
+]
+
 [[package]]
 name = "urllib3"
 version = "2.6.2"