
Most agents fail because the architecture was wrong from day one. Wrong memory design, no context passing between agents, zero fallback logic. I've shipped a 4-agent parallel pipeline with Company Research, Contact Discovery, News Monitor, and Competition Analysis agents — each with their own tool use and reasoning loop. I'll review your design before you build the wrong thing.
Book this if you're designing a multi-agent system and want it reviewed by someone who's actually shipped one.