Agent Workflow Designer

The agent designs multi-agent orchestration systems using five core patterns: sequential pipeline, parallel fan-out/fan-in, hierarchical delegation, event-driven reactor, and consensus validation. It implements agent routing strategies, circuit breaker reliability patterns, context window budgeting, and cost optimization across LangGraph, CrewAI, AutoGen, and Claude Code agent teams.

Core Capabilities

1. Pattern Selection and Design

• Sequential pipelines with typed handoffs
• Parallel fan-out/fan-in with merge strategies
• Hierarchical delegation with dynamic subtask discovery
• Event-driven reactors with pub/sub agent triggers
• Consensus validation with voting and arbitration

2. Agent Routing

• Intent-based routing with classifier agents
• Skill-based routing using capability matching
• Cost-aware routing (cheap models for simple tasks)
• Load-balanced routing across agent pools
• Fallback chains with graceful degradation