Nathan Guihot

AI agents and RAG, LLM orchestration, MCP, workflow automation (n8n). From POC to on-prem deployment. Core stack: TypeScript, Next.js, Python.

Keeping up with the agentic ecosystem: MCP, agent orchestration, on-prem LLMs. Mostly sorting what actually ships to production from what only demos well.

Building guinat.ai, and helping businesses ship AI agents, RAG and automation to production. Right now, deep in MCP and making agents reliable enough for real use.

AI projects: agents, RAG, automation, cloud or on-prem. Audits, POCs, architecture, or just a free first call for an honest take on your use case.