Key Takeaways
The single-agent ceiling is architectural, not capability-based. No amount of prompt engineering fixes the fundamental problem of one agent trying to hold multiple cognitive postures simultaneously.
The Multiplicity Principle: different kinds of perception, integrated. The value isn’t more agents. It’s agents that perceive differently, with their signals combined into understanding none could produce alone.
Three reasons for architecture over prompts: consistency at scale, compounding over time, and filter architecture at every transition.
Five mental shifts: prompting to designing, breadth to depth, output to flow, static to evolving, single to system.
Your Perception Map is the seed. Everything you build in this course grows from the five types of perception you identified today. Choose them with care. Refine them with experience.