diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 0000000..0d92162
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,19 @@
+[run]
+source = scraper
+omit = 
+    */venv/*
+    */virtualenv/*
+    */tests/*
+    */site-packages/*
+
+[report]
+exclude_lines =
+    pragma: no cover
+    def __repr__
+    raise NotImplementedError
+    if __name__ == .__main__.:
+    pass
+    raise ImportError
+
+[html]
+directory = coverage_html_report 
\ No newline at end of file
diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index a34f836..4c647db 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -5,13 +5,12 @@ name: Python package
 
 on:
   push:
-    branches: [ "main" ]
+    branches: ["main"]
   pull_request:
-    branches: [ "main" ]
+    branches: ["main"]
 
 jobs:
   build:
-
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false
@@ -19,22 +18,29 @@ jobs:
         python-version: ["3.11", "3.12"]
 
     steps:
-    - uses: actions/checkout@v4
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        python -m pip install flake8 pytest
-        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-    - name: Lint with flake8
-      run: |
-        # stop the build if there are Python syntax errors or undefined names
-        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
-        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
-    - name: Test with pytest
-      run: |
-        pytest
+      - uses: actions/checkout@v4
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install -r requirements-dev.txt
+          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+      - name: Lint with flake8
+        run: |
+          # stop the build if there are Python syntax errors or undefined names
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+      - name: Test with pytest and coverage
+        run: |
+          pytest --cov=scraper --cov-report=xml --cov-report=term-missing --cov-fail-under=70
+      - name: Upload coverage report to Codecov
+        uses: codecov/codecov-action@v5
+        with:
+          file: ./coverage.xml
+          fail_ci_if_error: true
+          token: ${{ secrets.CODECOV_TOKEN }}
+          verbose: true
diff --git a/README.md b/README.md
index 6f4ce92..a63fe4a 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,8 @@
 # Scraper
 
+[![Python Tests](https://github.com/johnburbridge/scraper/actions/workflows/python-package.yml/badge.svg)](https://github.com/johnburbridge/scraper/actions/workflows/python-package.yml)
+[![Coverage](https://codecov.io/gh/johnburbridge/scraper/branch/main/graph/badge.svg)](https://codecov.io/gh/johnburbridge/scraper)
+
 ## Objectives
 * Given a URL, recursively crawl its links
   * Store the response
diff --git a/main.py b/main.py
index 3ecc169..9f4058b 100755
--- a/main.py
+++ b/main.py
@@ -1,4 +1,4 @@
-#!/usr/bin/env python
+#!/usr/bin/env python3
 import argparse
 import logging
 import sys
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 0000000..9851efd
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,6 @@
+[pytest]
+addopts = --cov=scraper --cov-report=term-missing
+testpaths = tests
+python_files = test_*.py
+python_classes = Test*
+python_functions = test_* 
\ No newline at end of file
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 0000000..e38f41d
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,6 @@
+pytest>=7.0.0
+pytest-cov>=4.1.0
+pytest-asyncio>=0.21.0
+flake8>=6.0.0
+black>=23.0.0
+mypy>=1.0.0 
\ No newline at end of file