diff --git a/.flake8 b/.flake8
deleted file mode 100644
index e64ee7d..0000000
--- a/.flake8
+++ /dev/null
@@ -1,7 +0,0 @@
-# vim: ft=cfg
-[flake8]
-max-complexity = 7
-docstring-convention=google
-inline-quotes = double
-# Required to be compatible with black
-extend-ignore = E203,W503
diff --git a/.woodpecker.yml b/.woodpecker.yml
deleted file mode 100644
index dd78ca4..0000000
--- a/.woodpecker.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-matrix:
-    PYTHON_VERSION:
-        - 3.8
-        - 3.9
-
-pipeline:
-    test:
-        # Alpine version doesn't have make
-        image: python:${PYTHON_VERSION}
-        pull: true
-        commands:
-            - make test
-
-    lint:
-        image: python:${PYTHON_VERSION}
-        commands:
-            - make lint
diff --git a/Makefile b/Makefile
index 18e7628..da1e6ec 100644
--- a/Makefile
+++ b/Makefile
@@ -1,54 +1,41 @@
 # =====CONFIG=====
 PYTHON := python3.9
 # This can't contain spaces (I think)
-VENV   := .venv
-# Minimum % coverage for tests to succeed
-MIN_COV := 10
+VENV   := venv
 
 
 # By default, just create the venv when needed
 all: venv
 
 
-# =====RECIPES=====
-## VENV
-### Create the venv
-$(VENV)/bin/activate: setup.py setup.cfg
+# Create the venv
+$(VENV)/bin/activate: requirements.txt requirements-dev.txt
 	@ '$(PYTHON)' -m venv '$(VENV)'
-	@ '$(VENV)'/bin/pip install -e .[develop]
+	@ '$(VENV)'/bin/pip install -r requirements.txt -r requirements-dev.txt
 
-
-### Convenient alias for the venv
+# Convenient alias for the venv
 venv: $(VENV)/bin/activate
 .PHONY: venv
 
 
-## Formatting & linting
-### Format the codebase using black
-format: venv
-	@ '$(VENV)'/bin/black setup.py app
-.PHONY: format
-
-### Lint using black & flake8
-lint: venv
-	@ '$(VENV)'/bin/flake8 setup.py app
-	@ '$(VENV)'/bin/black --check setup.py app
-.PHONY: lint
-
-
-## Testing
-test: venv
-	@ '$(VENV)'/bin/pytest --cov=app --cov-fail-under='$(MIN_COV)' tests/
-.PHONY: test
-
-
-## Cleaning
 # Remove the venv
 clean:
 	@ rm -rf '$(VENV)'
-.PHONY: clean
 
 
 # Run the Flask server
 # TODO
 run: venv
+
+
+# Format the codebase using black
+format: venv
+	@ '$(VENV)/bin/python' -m black src
+
+# Lint the codebase using flake8
+lint: venv
+	@ '$(VENV)/bin/python' -m flake8 src
+
+# Run rests using pytest
+# TODO
+test: venv
diff --git a/app/__init__.py b/app/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/app/__main__.py b/app/__main__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index a8f43fe..0000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,2 +0,0 @@
-[tool.black]
-line-length = 79
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 0000000..d4647f1
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,11 @@
+# Formatter
+black~=20.8b1
+
+# Linter
+flake8~=3.9.0
+
+# Testing suite
+pytest~=6.2.2
+
+# Language server
+jedi~=0.18.0
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..dc4b804
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+# Web framework
+Flask~=1.1.2
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 4646fe8..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,25 +0,0 @@
-[options]
-install_requires =
-    flask==2.0.0
-
-[options.extras_require]
-# Used inside Tox for running tests
-test =
-    pytest==6.2.3
-    pytest-cov==2.11.1
-
-# Used inside tox for linting
-lint =
-    black==20.8b1
-    flake8==3.9.1
-    flake8-bugbear==21.4.3
-    flake8-comprehensions==3.4.0
-    flake8-docstrings==1.6.0
-    flake8-print==4.0.0
-    flake8-quotes==3.2.0
-
-# Required for the developer
-develop =
-    %(test)s
-    %(lint)s
-    jedi==0.18.0
diff --git a/setup.py b/setup.py
deleted file mode 100644
index f70bbe5..0000000
--- a/setup.py
+++ /dev/null
@@ -1,12 +0,0 @@
-"""Setup file for installing the application."""
-from setuptools import setup
-
-
-setup(
-    name="jos",
-    version="0.1.0",
-    author="Jef Roosens",
-    description="Simplify downloading music.",
-    # TODO add license
-    packages=["app", "tests"],
-)
diff --git a/tests/__init__.py b/tests/__init__.py
deleted file mode 100644
index e69de29..0000000