diff --git a/.github/workflows/test-suite.yml b/.github/workflows/test-suite.yml
new file mode 100644
index 0000000..5576d51
--- /dev/null
+++ b/.github/workflows/test-suite.yml
@@ -0,0 +1,104 @@
+name: Test Suite
+
+on:
+  push:
+    branches: [ main, develop ]
+  pull_request:
+    branches: [ main, develop ]
+
+jobs:
+  test:
+    name: Test Python ${{ matrix.python-version }}
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.11', '3.12', '3.13']
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v4
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install pytest pytest-cov pytest-asyncio pytest-mock
+        if [ -f pr_review/requirements.txt ]; then pip install -r pr_review/requirements.txt; fi
+        if [ -f discord_bot/requirements.txt ]; then pip install -r discord_bot/requirements.txt; fi
+
+    - name: Run unit tests
+      run: |
+        pytest -m "unit" --cov --cov-report=xml --cov-report=term
+      continue-on-error: true
+
+    - name: Run integration tests
+      run: |
+        pytest -m "integration" --cov --cov-append --cov-report=xml --cov-report=term
+      continue-on-error: true
+
+    - name: Upload coverage to Codecov
+      if: matrix.python-version == '3.13'
+      uses: codecov/codecov-action@v4
+      with:
+        file: ./coverage.xml
+        flags: unittests
+        name: codecov-umbrella
+        fail_ci_if_error: false
+
+    - name: Generate coverage report
+      if: always()
+      run: |
+        if [ -f coverage.xml ]; then
+          echo "Coverage report generated successfully"
+          pytest --cov --cov-report=term-missing || true
+        else
+          echo "No coverage data available"
+        fi
+
+  lint:
+    name: Lint and Format Check
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.13'
+        cache: 'pip'
+
+    - name: Install linting tools
+      run: |
+        python -m pip install --upgrade pip
+        pip install black flake8 isort mypy bandit
+
+    - name: Check code formatting with Black
+      run: black --check --line-length=100 .
+      continue-on-error: true
+
+    - name: Check import sorting with isort
+      run: isort --check-only --profile black --line-length 100 .
+      continue-on-error: true
+
+    - name: Lint with flake8
+      run: flake8 . --max-line-length=100 --extend-ignore=E203,W503 --count --statistics
+      continue-on-error: true
+
+    - name: Security check with bandit
+      run: bandit -r . -f json -o bandit-report.json || true
+      continue-on-error: true
+
+    - name: Upload bandit report
+      if: always()
+      uses: actions/upload-artifact@v4
+      with:
+        name: bandit-security-report
+        path: bandit-report.json
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 0000000..c2a0921
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,60 @@
+[pytest]
+# Test discovery patterns
+python_files = test_*.py *_test.py
+python_classes = Test*
+python_functions = test_*
+
+# Test paths
+testpaths = tests pr_review/tests discord_bot/tests
+
+# Output options
+addopts =
+    -v
+    --strict-markers
+    --tb=short
+    --cov=pr_review
+    --cov=discord_bot
+    --cov-report=term-missing
+    --cov-report=html
+    --cov-report=xml
+    --cov-fail-under=60
+    --maxfail=5
+    --durations=10
+
+# Markers for test categorization
+markers =
+    unit: Unit tests
+    integration: Integration tests
+    slow: Slow running tests
+    discord: Discord bot related tests
+    github: GitHub integration tests
+    ai: AI/ML related tests
+    requires_api: Tests requiring external API access
+
+# Coverage options
+[coverage:run]
+source = pr_review,discord_bot
+omit =
+    */tests/*
+    */test_*.py
+    */__pycache__/*
+    */venv/*
+    */env/*
+    */config/*
+    */deployment/*
+
+[coverage:report]
+precision = 2
+show_missing = True
+skip_covered = False
+exclude_lines =
+    pragma: no cover
+    def __repr__
+    raise AssertionError
+    raise NotImplementedError
+    if __name__ == .__main__.:
+    if TYPE_CHECKING:
+    @abstractmethod
+
+[coverage:html]
+directory = htmlcov