🤖 AI Agent Architecture Consultation

Building an AI agent or planning to bring AI into your product? I can help you design an architecture that goes beyond a basic LLM wrapper.

I work hands-on with production AI agent systems involving LangGraph, MCP, tool calling, multi-turn conversations, memory, guardrails, and LLM orchestration.

I can help you with:

• 🤖 Design your AI agent architecture
• 🔄 Structure multi-step and multi-turn agent workflows
• 🧠 Design memory and conversation state
• 🛠️ Integrate tools and external systems using MCP
• 🛡️ Design deterministic guardrails and safety controls
• 📚 Evaluate RAG and knowledge retrieval approaches
• 🔍 Improve observability and traceability
• ⚖️ Choose between agentic and deterministic workflows
• 🚀 Plan the path from prototype to production

Bring your architecture, prototype, requirements, or even an early idea. We’ll work through the technical decisions together.