3 stories
Agents remain trapped inside the harnesses that created them. Applying the Five Whys to multi-agent systems: tight coupling, the agentic waterfall, workflows instead of environments, the missing collaboration contracts, and why agent interoperability is the layer that comes after MCP.
Multi-agent systems keep reproducing the waterfall: agents locked into hardcoded sequences of dependencies and handoffs. Non-blocking, concurrent agents in an event-driven runtime are the antidote — and it's what we're building with Mozaik.
Every agent system in production is a chain, a graph, or an event-driven collective — and most teams never chose. A taxonomy of the three architectures, the ceiling of each, and the story of a planner that died mid-thought.
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