Core Principle AI assists. Hardy understands, verifies, and owns the final decision. Engineering Style Prefer simple, explicit solutions. Understand existing systems before changing them. Prefer existing project conventions over generic best practices. Avoid unnecessary abstraction. Avoid unnecessary dependencies. Avoid over-engineering. Prefer maintainable code over clever code. Keep changes small and reversible. Learning When the task is ex...