diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a6ca2fe..fca778f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -16,14 +16,14 @@ jobs:
       - isort --check app
       - flake8 app
       - mypy app
-  test:
-    runs-on: ubuntu-latest
-    name: Test
-    steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
-        with:
-          python-version: '3.11'
-          cache: 'pip'
-      - pip install -e .[dev]
-      - pytest
+  # test:
+  #   runs-on: ubuntu-latest
+  #   name: Test
+  #   steps:
+  #     - uses: actions/checkout@v3
+  #     - uses: actions/setup-python@v4
+  #       with:
+  #         python-version: '3.11'
+  #         cache: 'pip'
+  #     - pip install -e .[test]
+  #     - pytest
diff --git a/Makefile b/Makefile
index 32ca95e..04ae1b0 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,6 @@
 dev:
-	docker-compose -f dev.docker-compose.yml up --build --remove-orphans
+	docker-compose -f docker/dev.docker-compose.yml build --progress tty
+	docker-compose -f docker/dev.docker-compose.yml up --remove-orphans
 
 fmt:
 	black app
diff --git a/alembic.ini b/alembic.ini
index 2874da8..5194681 100644
--- a/alembic.ini
+++ b/alembic.ini
@@ -2,7 +2,7 @@
 
 [alembic]
 # path to migration scripts
-script_location = app/alembic
+script_location = app/shared/db/alembic
 
 # template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
 # Uncomment the line below if you want the files to be prepended with date and time
diff --git a/app/db/__init__.py b/app/shared/__init__.py
similarity index 100%
rename from app/db/__init__.py
rename to app/shared/__init__.py
diff --git a/app/config.py b/app/shared/config.py
similarity index 100%
rename from app/config.py
rename to app/shared/config.py
diff --git a/app/utils/__init__.py b/app/shared/db/__init__.py
similarity index 100%
rename from app/utils/__init__.py
rename to app/shared/db/__init__.py
diff --git a/app/alembic/README b/app/shared/db/alembic/README
similarity index 100%
rename from app/alembic/README
rename to app/shared/db/alembic/README
diff --git a/app/alembic/env.py b/app/shared/db/alembic/env.py
similarity index 96%
rename from app/alembic/env.py
rename to app/shared/db/alembic/env.py
index 59c21c4..e3c8182 100644
--- a/app/alembic/env.py
+++ b/app/shared/db/alembic/env.py
@@ -3,8 +3,8 @@ from logging.config import fileConfig
 from alembic import context
 from sqlalchemy import engine_from_config, pool
 
-from app.config import settings
-from app.db.models import Base
+from app.shared.config import settings
+from app.shared.db.models import Base
 
 # this is the Alembic Config object, which provides
 # access to the values within the .ini file in use.
diff --git a/app/alembic/script.py.mako b/app/shared/db/alembic/script.py.mako
similarity index 100%
rename from app/alembic/script.py.mako
rename to app/shared/db/alembic/script.py.mako
diff --git a/app/alembic/versions/c43a1ddae8b7_add_job_and_artifact_tables.py b/app/shared/db/alembic/versions/c43a1ddae8b7_add_job_and_artifact_tables.py
similarity index 100%
rename from app/alembic/versions/c43a1ddae8b7_add_job_and_artifact_tables.py
rename to app/shared/db/alembic/versions/c43a1ddae8b7_add_job_and_artifact_tables.py
diff --git a/app/db/base.py b/app/shared/db/base.py
similarity index 92%
rename from app/db/base.py
rename to app/shared/db/base.py
index 7c62f24..3b64fb2 100644
--- a/app/db/base.py
+++ b/app/shared/db/base.py
@@ -3,7 +3,7 @@ from typing import Generator
 from sqlalchemy import create_engine
 from sqlalchemy.orm import Session, sessionmaker
 
-from app.config import settings
+from app.shared.config import settings
 
 engine = create_engine(settings.DATABASE_URI)
 
diff --git a/app/db/dtos.py b/app/shared/db/dtos.py
similarity index 100%
rename from app/db/dtos.py
rename to app/shared/db/dtos.py
diff --git a/app/db/models.py b/app/shared/db/models.py
similarity index 96%
rename from app/db/models.py
rename to app/shared/db/models.py
index da1472e..82f3214 100644
--- a/app/db/models.py
+++ b/app/shared/db/models.py
@@ -6,7 +6,7 @@ from sqlalchemy.dialects.postgresql import UUID
 from sqlalchemy.ext.declarative import declarative_base
 from sqlalchemy.orm import Mapped, declarative_mixin, declared_attr
 
-from app.db.dtos import ArtifactType, JobStatus, JobType
+from .dtos import ArtifactType, JobStatus, JobType
 
 Base = declarative_base()
 
diff --git a/app/tests/conftest.py b/app/tests/conftest.py
index d2500a9..feb6762 100644
--- a/app/tests/conftest.py
+++ b/app/tests/conftest.py
@@ -4,9 +4,9 @@ import pytest
 from sqlalchemy.orm import Session
 from sqlalchemy_utils import create_database, database_exists, drop_database
 
-from app.db.base import SessionLocal, engine, get_session
-from app.db.models import Base
-from app.main import app
+from app.shared.db.base import SessionLocal, engine, get_session
+from app.shared.db.models import Base
+from app.web.main import app
 
 
 def pytest_configure() -> None:
diff --git a/app/tests/test_auth.py b/app/tests/test_auth.py
index 190a9b1..26caed7 100644
--- a/app/tests/test_auth.py
+++ b/app/tests/test_auth.py
@@ -2,8 +2,8 @@ from typing import Dict
 
 from fastapi.testclient import TestClient
 
-from app.config import settings
-from app.main import app
+from app.shared.config import settings
+from app.web.main import app
 
 client = TestClient(app)
 
diff --git a/app/web/__init__.py b/app/web/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/app/main.py b/app/web/main.py
similarity index 91%
rename from app/main.py
rename to app/web/main.py
index c2e99af..8fe6b7c 100644
--- a/app/main.py
+++ b/app/web/main.py
@@ -5,10 +5,10 @@ from fastapi import APIRouter, Depends, FastAPI, HTTPException, Path
 from pydantic import AnyHttpUrl, BaseModel
 from sqlalchemy.orm import Session
 
-import app.db.dtos as dtos
-import app.db.models as models
-from app.db.base import get_session
-from app.utils.security import authenticate_api_key
+import app.shared.db.dtos as dtos
+import app.shared.db.models as models
+from app.shared.db.base import get_session
+from app.web.security import authenticate_api_key
 
 app = FastAPI()
 
diff --git a/app/utils/security.py b/app/web/security.py
similarity index 91%
rename from app/utils/security.py
rename to app/web/security.py
index d45ae3d..636d67d 100644
--- a/app/utils/security.py
+++ b/app/web/security.py
@@ -3,7 +3,7 @@ from hmac import compare_digest
 from fastapi import Depends, HTTPException
 from fastapi.security import OAuth2PasswordBearer
 
-from app.config import settings
+from app.shared.config import settings
 
 
 def authenticate_api_key(
diff --git a/app/start.sh b/app/web/start.sh
similarity index 51%
rename from app/start.sh
rename to app/web/start.sh
index 99ebd80..46b7684 100755
--- a/app/start.sh
+++ b/app/web/start.sh
@@ -6,4 +6,4 @@ set -e
 alembic upgrade head
 
 # start app
-uvicorn app.main:app --reload --host ${HOST:-0.0.0.0} --port ${PORT:-80}
+uvicorn app.web.main:app --reload --host ${HOST:-0.0.0.0} --port ${PORT:-80}
diff --git a/app/worker/__init__.py b/app/worker/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/app/worker.py b/app/worker/main.py
similarity index 71%
rename from app/worker.py
rename to app/worker/main.py
index 7827237..e8b1a93 100644
--- a/app/worker.py
+++ b/app/worker/main.py
@@ -1,6 +1,6 @@
 from celery import Celery
 
-from .config import settings
+from app.shared.config import settings
 
 celery = Celery(__name__)
 
diff --git a/dev.Dockerfile b/dev.Dockerfile
deleted file mode 100644
index 0fb117c..0000000
--- a/dev.Dockerfile
+++ /dev/null
@@ -1,13 +0,0 @@
-FROM python:3.11
-
-WORKDIR /code
-
-ENV PYTHONDONTWRITEBYTECODE 1
-ENV PYTHONUNBUFFERED 1
-
-# Install dependencies
-COPY pyproject.toml .
-RUN pip install -U pip
-RUN pip install .[test]
-
-# The source code is mounted as a volume at /code, no need to copy.
diff --git a/docker/app.dev.Dockerfile b/docker/app.dev.Dockerfile
new file mode 100644
index 0000000..47081d0
--- /dev/null
+++ b/docker/app.dev.Dockerfile
@@ -0,0 +1,16 @@
+FROM python:3.11 AS compile-image
+
+COPY pyproject.toml .
+RUN pip install --user .[test]
+
+FROM python:3.11 AS build-image
+
+WORKDIR /code
+
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+COPY --from=compile-image /root/.local /root/.local
+ENV PATH=/root/.local/bin:$PATH
+
+ENTRYPOINT ["bash", "./app/web/start.sh"]
diff --git a/dev.docker-compose.yml b/docker/dev.docker-compose.yml
similarity index 86%
rename from dev.docker-compose.yml
rename to docker/dev.docker-compose.yml
index 590e2c2..26e7cdc 100644
--- a/dev.docker-compose.yml
+++ b/docker/dev.docker-compose.yml
@@ -37,16 +37,15 @@ services:
   app:
     container_name: whisper_api_app
     build:
-      context: .
-      dockerfile: dev.Dockerfile
-    command: bash ./app/start.sh
+      context: ../
+      dockerfile: docker/app.dev.Dockerfile
     environment: *app-variables
     ports:
       - "8000:80"
     networks:
       - app
     volumes:
-      - ./:/code
+      - ../:/code
     depends_on:
       postgres:
         condition: service_healthy
@@ -55,12 +54,11 @@ services:
 
   worker:
     build:
-      context: .
-      dockerfile: dev.Dockerfile
+      context: ../
+      dockerfile: docker/worker.dev.Dockerfile
     container_name: whisper_api_worker
-    command: celery --app=app.worker.celery worker --loglevel=info
     volumes:
-      - ./:/code
+      - ../:/code
     environment: *app-variables
     depends_on:
       - app
diff --git a/docker/worker.dev.Dockerfile b/docker/worker.dev.Dockerfile
new file mode 100644
index 0000000..129e2f9
--- /dev/null
+++ b/docker/worker.dev.Dockerfile
@@ -0,0 +1,18 @@
+FROM python:3.10 AS compile-image
+
+COPY pyproject.toml .
+RUN pip install --user .[test,worker]
+
+RUN apt-get update && apt-get clean && apt-get install -y --no-install-recommends ffmpeg
+
+FROM python:3.10 AS build-image
+
+WORKDIR /code
+
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+
+COPY --from=compile-image /root/.local /root/.local
+ENV PATH=/root/.local/bin:$PATH
+
+ENTRYPOINT ["celery", "--app=app.worker.main.celery", "worker", "--loglevel=info"]
diff --git a/pyproject.toml b/pyproject.toml
index 0cf12a8..dc910b5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,11 @@ dependencies=[
 ]
 
 [project.optional-dependencies]
+
+worker=[
+  "whisper @ git+https://github.com/openai/whisper.git"
+]
+
 dev = [
   # code formatting
   "black",