Beyond Chatbot Wrappers: Designing ‘Velocity Architecture’ for Production Multi-Agent Systems

The tech landscape is currently flooded with “AI fatigue.” Every day, another startup launches a thin wrapper around a foundational LLM API, calling it a revolutionary product. But as any backend engineer operating in the real world knows: stringing together a few prompts behind a UI doesn’t survive contact with enterprise production. Monolithic prompts are brittle. Context windows get polluted. And when the system hallucinates or fails, debugging an opaque API call is a nightmare. To build high