AI Agent Architecture
Designing multi-agent systems with tool orchestration
Expertise in building graph-based agent workflows with conditional branching, shared memory, and tool dispatch across multiple LLM providers using MCP Protocol and function calling patterns.
- The Challenge
- Coordinating autonomous agents with shared state
- LangChain · LangGraph · CrewAI
- Engineering
- Graph-based workflows with conditional branching
- Agent loops · Memory · Tool dispatch
- Impact
- 5+ production agent systems deployed
- MCP Protocol · Function Calling