agent-designer

Designing a multi-agent system with deterministic routing requires defining agent archetypes, strict state machine transitions, and top-down task dispatch. This blueprint provides Coordinator, Specialist, Monitor, and Audit agents for managing dozens of agents across layers 0 through 7.

MoE gating in multi-agent orchestration is a routing mechanism for expert selection within a swarm. You need it when complex workflows require fault-tolerant coordination and dynamic routing to specialized agents, ensuring safe and observable interactions via a centralized EventBus.

Implement fault-tolerant coordination for an agent swarm by applying circuit breakers, error handling, and traceable messages. Define valid state transitions and use a centralized EventBus to ensure safe, observable interactions and robust lifecycle management across all agent layers.

Yes, state machine design enforces valid transitions and testable transition rules for agent lifecycle management. By defining _VALID_TRANSITIONS and implementing execute with known actions, you ensure robust, structured behavior for Coordinator, Specialist, Monitor, and Audit agents.

Handle agent discovery and onboarding in a layered architecture by using a standardized new agent checklist and dynamic discovery via subclass enumeration. Inherit BaseAgent, implement setup and teardown, and wire up known actions to integrate new agents into the swarm.

Multi-agent orchestration fails without strict transition graphs because agents enter invalid states, breaking deterministic routing and top-down task dispatch. Enforcing valid state transitions and testable rules prevents these faults and ensures robust coordination across the swarm's 7 layers.