Paperclip: Hire AI Agents Like Employees (Live Demo)

Name: Paperclip: Hire AI Agents Like Employees (Live Demo)
Uploaded: 2026-03-26T19:00:20Z
Channel: Greg Isenberg

March 26, 2026

Greg Isenberg host

Watch on YouTube ai agents agent orchestration autonomous business workflow automation ai-driven companies agentic design patterns startup automation

Greg Isenberg interviews Dota, creator of Paperclip, an open-source agent orchestrator that went viral with 30,000 GitHub stars in three weeks. The episode provides a live demonstration of how to use Paperclip to build and manage a team of AI agents working autonomously on business goals, offering practical insights into structuring "zero human companies" and implementing agentic design patterns.

Key takeaways

• Paperclip solves the problem of managing multiple AI agents by providing visibility into their work, monthly token spend, and task progress—eliminating chaos from running dozens of untracked AI windows.
• The key mindset shift is thinking like a board member setting high-level business goals rather than micromanaging individual tasks; you define goals, hire agents, and approve their work.
• Bring your own agent architecture allows flexibility to use different AI models (Claude, GPT, open-source models) based on their strengths and cost, rather than being locked into one provider.
• AI agents suffer from "Memento man" amnesia—they need explicit heartbeat checklists and memory systems to remember their identity, goals, and context across sessions.
• Success with AI agents requires clearly communicating your values and taste through skills, brand guides, and feedback loops, since "AI can do everything except know your values."
• Emerging agentic design patterns like having QA review engineer work, using routines for recurring tasks, and building organizational hierarchies are critical to getting consistent quality output at scale.