Environment layout
Separate environments exist to manage risk and learning, not to duplicate work.
- Development environments scoped for experimentation, isolated from production data and traffic.
- Test and staging environments that mirror production configuration, networking, and permissions.
- Production environments with controlled promotion gates and automated deployment checks.