diff --git a/.gitignore b/.gitignore
index 71bc658..f2287b1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -130,3 +130,9 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
+
+# Claude settings
+.claude/*
+
+# Poetry lock file is NOT ignored (keep it in version control)
+# poetry.lock
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..159e776
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,3614 @@
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.4"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.10\""
+files = [
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+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.10\""
+files = [
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+]
+
+[[package]]
+name = "aiohttp"
+version = "3.10.11"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
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+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[metadata]
+lock-version = "2.1"
+python-versions = "^3.8"
+content-hash = "520bb78ed10730ecb1182a2141e836daeff0c84d881ae8447951ae51f15ff9bc"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..0060391
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,89 @@
+[tool.poetry]
+name = "p3"
+version = "0.1.0"
+description = "Programming Puzzles and Code Competitions"
+authors = ["P3 Contributors"]
+readme = "README.md"
+packages = [{include = "generators"}, {include = "solvers"}]
+
+[tool.poetry.dependencies]
+python = "^3.8"
+# Core dependencies from ICLR2023/src/requirements.txt
+tqdm = "*"
+# orderedset = "*"  # Has build issues, using built-in OrderedDict instead
+numpy = "*"
+astor = "*"
+scikit-learn = "*"
+fire = "*"
+strictfire = "*"
+pebble = "*"
+# Other common dependencies found in the project
+datasets = "*"
+transformers = "^4.30.0"
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^7.4.0"
+pytest-cov = "^4.1.0"
+pytest-mock = "^3.11.1"
+
+[tool.poetry.scripts]
+test = "pytest:main"
+tests = "pytest:main"
+
+[tool.pytest.ini_options]
+minversion = "7.0"
+testpaths = ["tests"]
+python_files = ["test_*.py", "*_test.py"]
+python_classes = ["Test*"]
+python_functions = ["test_*"]
+addopts = [
+    "-ra",
+    "--strict-markers",
+    "--strict-config",
+    "--cov=generators",
+    "--cov=solvers",
+    "--cov-branch",
+    "--cov-report=term-missing:skip-covered",
+    "--cov-report=html:htmlcov",
+    "--cov-report=xml:coverage.xml",
+    # "--cov-fail-under=80",  # Disabled for infrastructure testing
+]
+markers = [
+    "unit: Unit tests",
+    "integration: Integration tests", 
+    "slow: Slow tests that should be run less frequently",
+]
+
+[tool.coverage.run]
+source = ["generators", "solvers"]
+omit = [
+    "*/tests/*",
+    "*/test_*.py",
+    "*/__pycache__/*",
+    "*/site-packages/*",
+]
+
+[tool.coverage.report]
+precision = 2
+show_missing = true
+skip_covered = false
+# fail_under = 80  # Disabled for infrastructure testing
+exclude_lines = [
+    "pragma: no cover",
+    "def __repr__",
+    "raise AssertionError",
+    "raise NotImplementedError",
+    "if __name__ == .__main__.:",
+    "if TYPE_CHECKING:",
+    "if typing.TYPE_CHECKING:",
+]
+
+[tool.coverage.html]
+directory = "htmlcov"
+
+[tool.coverage.xml]
+output = "coverage.xml"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..93a2d4b
--- /dev/null
+++ b/tests/__init__.py
@@ -0,0 +1 @@
+# Test package initialization
\ No newline at end of file
diff --git a/tests/conftest.py b/tests/conftest.py
new file mode 100644
index 0000000..598955f
--- /dev/null
+++ b/tests/conftest.py
@@ -0,0 +1,151 @@
+"""Shared pytest fixtures and configuration for all tests."""
+import os
+import sys
+import tempfile
+from pathlib import Path
+from typing import Generator, Dict, Any
+
+import pytest
+
+# Add project root to Python path
+PROJECT_ROOT = Path(__file__).parent.parent
+sys.path.insert(0, str(PROJECT_ROOT))
+
+
+@pytest.fixture
+def temp_dir() -> Generator[Path, None, None]:
+    """Create a temporary directory for test files."""
+    with tempfile.TemporaryDirectory() as tmpdir:
+        yield Path(tmpdir)
+
+
+@pytest.fixture
+def temp_file(temp_dir: Path) -> Generator[Path, None, None]:
+    """Create a temporary file for testing."""
+    temp_path = temp_dir / "test_file.txt"
+    temp_path.write_text("test content")
+    yield temp_path
+
+
+@pytest.fixture
+def mock_config() -> Dict[str, Any]:
+    """Provide a mock configuration dictionary."""
+    return {
+        "debug": True,
+        "max_iterations": 100,
+        "timeout": 30,
+        "output_dir": "/tmp/test_output",
+        "model_name": "test_model",
+    }
+
+
+@pytest.fixture
+def sample_puzzle_data() -> Dict[str, Any]:
+    """Provide sample puzzle data for testing."""
+    return {
+        "name": "test_puzzle",
+        "description": "A test puzzle for unit testing",
+        "input": [1, 2, 3, 4, 5],
+        "expected_output": 15,
+        "difficulty": "easy",
+        "tags": ["math", "sum"],
+    }
+
+
+@pytest.fixture
+def sample_code_snippet() -> str:
+    """Provide a sample code snippet for testing."""
+    return """
+def solve(input_data):
+    '''Solve the puzzle by summing all numbers.'''
+    return sum(input_data)
+"""
+
+
+@pytest.fixture
+def mock_environment_variables(monkeypatch):
+    """Mock environment variables for testing."""
+    test_env = {
+        "TEST_MODE": "true",
+        "LOG_LEVEL": "DEBUG",
+        "OUTPUT_FORMAT": "json",
+    }
+    for key, value in test_env.items():
+        monkeypatch.setenv(key, value)
+    return test_env
+
+
+@pytest.fixture(scope="session")
+def project_root() -> Path:
+    """Return the project root directory."""
+    return PROJECT_ROOT
+
+
+@pytest.fixture
+def generators_path(project_root: Path) -> Path:
+    """Return the path to the generators module."""
+    return project_root / "generators"
+
+
+@pytest.fixture
+def solvers_path(project_root: Path) -> Path:
+    """Return the path to the solvers module."""
+    return project_root / "solvers"
+
+
+@pytest.fixture
+def clean_imports():
+    """Clean up imports to ensure test isolation."""
+    modules_to_remove = []
+    for module in sys.modules:
+        if module.startswith(("generators", "solvers")):
+            modules_to_remove.append(module)
+    
+    yield
+    
+    for module in modules_to_remove:
+        if module in sys.modules:
+            del sys.modules[module]
+
+
+@pytest.fixture(autouse=True)
+def reset_random_seed():
+    """Reset random seed for reproducible tests."""
+    import random
+    import numpy as np
+    
+    random.seed(42)
+    np.random.seed(42)
+    
+    yield
+    
+    # Reset after test
+    random.seed()
+    np.random.seed()
+
+
+def pytest_configure(config):
+    """Configure pytest with custom settings."""
+    config.addinivalue_line(
+        "markers", "unit: Unit tests"
+    )
+    config.addinivalue_line(
+        "markers", "integration: Integration tests"
+    )
+    config.addinivalue_line(
+        "markers", "slow: Slow tests that should be run less frequently"
+    )
+
+
+def pytest_collection_modifyitems(config, items):
+    """Modify test collection to add markers based on test location."""
+    for item in items:
+        # Add markers based on test file location
+        if "unit" in str(item.fspath):
+            item.add_marker(pytest.mark.unit)
+        elif "integration" in str(item.fspath):
+            item.add_marker(pytest.mark.integration)
+        
+        # Add slow marker to tests with "slow" in their name
+        if "slow" in item.nodeid.lower():
+            item.add_marker(pytest.mark.slow)
\ No newline at end of file
diff --git a/tests/integration/__init__.py b/tests/integration/__init__.py
new file mode 100644
index 0000000..05065e8
--- /dev/null
+++ b/tests/integration/__init__.py
@@ -0,0 +1 @@
+# Integration test package initialization
\ No newline at end of file
diff --git a/tests/test_infrastructure_validation.py b/tests/test_infrastructure_validation.py
new file mode 100644
index 0000000..4881527
--- /dev/null
+++ b/tests/test_infrastructure_validation.py
@@ -0,0 +1,143 @@
+"""Validation tests to ensure the testing infrastructure is properly configured."""
+import sys
+from pathlib import Path
+
+import pytest
+
+
+class TestInfrastructureValidation:
+    """Test class to validate the testing infrastructure setup."""
+    
+    @pytest.mark.unit
+    def test_pytest_is_working(self):
+        """Verify that pytest is installed and working."""
+        assert True, "Basic pytest assertion should work"
+    
+    @pytest.mark.unit
+    def test_project_imports(self):
+        """Verify that project modules can be imported."""
+        # Test importing from generators
+        try:
+            import generators
+            assert hasattr(generators, '__file__')
+        except ImportError:
+            pytest.fail("Failed to import generators module")
+        
+        # Test importing from solvers
+        try:
+            import solvers
+            assert hasattr(solvers, '__file__')
+        except ImportError:
+            pytest.fail("Failed to import solvers module")
+    
+    @pytest.mark.unit
+    def test_fixtures_available(self, temp_dir, mock_config, project_root):
+        """Verify that custom fixtures are available."""
+        assert isinstance(temp_dir, Path)
+        assert temp_dir.exists()
+        
+        assert isinstance(mock_config, dict)
+        assert "debug" in mock_config
+        
+        assert isinstance(project_root, Path)
+        assert project_root.exists()
+        assert (project_root / "pyproject.toml").exists()
+    
+    @pytest.mark.unit
+    def test_markers_configured(self, request):
+        """Verify that custom markers are properly configured."""
+        markers = request.config.getini("markers")
+        marker_names = [m.split(":")[0].strip() for m in markers]
+        
+        assert "unit" in marker_names
+        assert "integration" in marker_names
+        assert "slow" in marker_names
+    
+    @pytest.mark.unit
+    def test_coverage_configured(self):
+        """Verify that coverage is properly configured."""
+        try:
+            import coverage
+            assert hasattr(coverage, '__version__')
+        except ImportError:
+            pytest.fail("Coverage module not available")
+    
+    @pytest.mark.unit
+    def test_temp_file_fixture(self, temp_file):
+        """Test that temp_file fixture works correctly."""
+        assert temp_file.exists()
+        assert temp_file.read_text() == "test content"
+    
+    @pytest.mark.unit
+    def test_sample_fixtures(self, sample_puzzle_data, sample_code_snippet):
+        """Test that sample data fixtures work correctly."""
+        assert isinstance(sample_puzzle_data, dict)
+        assert sample_puzzle_data["name"] == "test_puzzle"
+        assert sample_puzzle_data["expected_output"] == 15
+        
+        assert isinstance(sample_code_snippet, str)
+        assert "def solve" in sample_code_snippet
+        assert "return sum(input_data)" in sample_code_snippet
+    
+    @pytest.mark.unit
+    def test_environment_mock(self, mock_environment_variables):
+        """Test that environment variable mocking works."""
+        import os
+        assert os.environ.get("TEST_MODE") == "true"
+        assert os.environ.get("LOG_LEVEL") == "DEBUG"
+        assert os.environ.get("OUTPUT_FORMAT") == "json"
+    
+    @pytest.mark.integration
+    def test_integration_marker(self):
+        """Test that integration marker works."""
+        assert True, "Integration test marker should work"
+    
+    @pytest.mark.slow
+    def test_slow_marker(self):
+        """Test that slow marker works."""
+        assert True, "Slow test marker should work"
+
+
+class TestPytestFeatures:
+    """Test various pytest features to ensure they work correctly."""
+    
+    @pytest.mark.unit
+    @pytest.mark.parametrize("input_value,expected", [
+        (1, 1),
+        (2, 4),
+        (3, 9),
+        (4, 16),
+    ])
+    def test_parametrize(self, input_value, expected):
+        """Test that parametrize decorator works."""
+        assert input_value ** 2 == expected
+    
+    @pytest.mark.unit
+    def test_pytest_raises(self):
+        """Test that pytest.raises works correctly."""
+        with pytest.raises(ValueError, match="test error"):
+            raise ValueError("test error")
+    
+    @pytest.mark.unit
+    def test_pytest_warns(self):
+        """Test that pytest.warns works correctly."""
+        import warnings
+        
+        with pytest.warns(UserWarning, match="test warning"):
+            warnings.warn("test warning", UserWarning)
+    
+    @pytest.mark.unit
+    @pytest.mark.skipif(sys.platform == "win32", reason="Skip on Windows")
+    def test_skipif(self):
+        """Test that skipif decorator works."""
+        assert sys.platform != "win32"
+    
+    @pytest.mark.unit
+    def test_monkeypatch(self, monkeypatch):
+        """Test that monkeypatch fixture works."""
+        def mock_function(path):
+            return "mocked"
+        
+        import os
+        monkeypatch.setattr(os.path, "exists", mock_function)
+        assert os.path.exists("/fake/path") == "mocked"
\ No newline at end of file
diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py
new file mode 100644
index 0000000..4a87602
--- /dev/null
+++ b/tests/unit/__init__.py
@@ -0,0 +1 @@
+# Unit test package initialization
\ No newline at end of file