Agent Lab: Building a Hybrid Team of Humans and AI Agents

A marketing team experimented with building AI agents to create a hybrid human-AI workforce over one quarter. They used n8n as their primary automation platform, structured the project with dedicated channels and weekly check-ins, and built various agents including an executive briefing agent, content workflow system, and LLM benchmarking tool. Key learnings included: not everything needs full autonomy (simple workflows often work better), tool integration is harder than expected, scoping down is critical for success, and understanding processes deeply before automating is essential. Some agents became valuable company-wide tools while others served mainly as learning exercises.