n8n AI Workflows Still Need Architecture
Why n8n AI workflows and MCP-powered automation need clear triggers, tools, schemas, approvals, evals, and production handoffs before they become reliable.
May 263 min read
Field guides for agent workflows, MCP tooling, evals, production handoffs, and the architecture behind software that actually ships.
Why n8n AI workflows and MCP-powered automation need clear triggers, tools, schemas, approvals, evals, and production handoffs before they become reliable.
A practical guide to workflow automation with AI agents: when agents beat rules, when classic automation is better, and how to design reliable hybrid workflows.
A practical comparison of OpenAI Agents SDK, MCP, n8n, and Gumloop for AI agent workflows, tool use, orchestration, templates, and production handoffs.