AI Workflow System
A system of 36 specialized AI agents across 7 functional areas — engineering, product, marketing, design, project management, testing, and operations — orchestrated through n8n workflows with Claude as the reasoning engine.
01 Overview
This is an operating system for a one-person GTM team — not a chatbot, but a fleet of role-specific agents that multiply output across the whole funnel. Each agent owns a slice of the work, so a single operator can move like a full team.
Thirty-six specialized agents span seven functional areas — engineering, product, marketing, design, project management, testing, and operations — turning solo effort into coordinated, multi-disciplinary execution.
02 How it works
Each of the 36 agents has a defined role, a system prompt, and its own tool access — a clear charter for what it does and what it's allowed to touch. n8n orchestrates them through multi-step workflows, routing work between agents and stitching their outputs together.
Claude is the reasoning engine behind every agent. The system automates content generation, code review, and deployment across the seven functional areas — keeping a consistent process across engineering, product, marketing, design, project management, testing, and operations.
03 Engineering highlights
- 36 agents each with role-specific system prompts and tool access — a defined charter and scoped permissions per agent.
- n8n orchestration for multi-step workflows, routing work between agents and coordinating their outputs.
- Automated content generation, code review, and deployment across the seven functional areas, with Claude as the reasoning engine.
04 Outcome
AI as a force multiplier for a one-person GTM team — turning a single operator into a coordinated fleet of role-specific agents that execute across the whole funnel.