Layered AI agent infrastructure diagram connecting prompts, model efficiency, protocols, payment rails, validation gates, and deployment controls

The AI Agent Infrastructure Layer Behind Vibe Coding

Vibe coding only becomes reliable when model efficiency, agent protocols, payment rails, review gates, and deployment controls turn fast prompts into production-ready systems.