python -m venv .venv && source .venv/bin/activate
Creates isolated Python environment for dependency management
pip install -r requirements.txt
Installs pytest, pytest-cov, python-dotenv, ruff, mypy
cp .env.example .env
Copy example environment variables for local development
pytest --cov=. --cov-report=term-missing --cov-fail-under=70
Execute all tests with 70% minimum coverage enforcement
ruff check .
Static analysis with Ruff for code quality
mypy . --ignore-missing-imports
Type safety verification with MyPy
python telemetry_validator.py
Run multi-gate telemetry validation engine with 5-gate architecture
python voice_agents.py
Launch voice orchestration with concurrent agent processing
python m2m_oauth_gateway.py
Initialize machine-to-machine authentication layer
python voice_orchestrator.py
Start central orchestration hub for voice processing
GitHub Actions workflows automatically run on push/PR: