20 - Wingman, your AI Control Tower

The Good Stuff, with Pete and Andy - Episode 20: Wingman - your AI Control Tower! Hosts: Pete and Andy (recorded at City Beach, Perth) Episode Overview: Pete unveils his breakthrough AI agent orchestration system "Wingman" - a Mac Mini-based control center for managing multiple AI agents simultaneously. The discussion explores custom-built solutions versus SaaS subscriptions, testing AI models through games, and the emerging paradigm of humans as "control tower operators" for AI systems. Opening & Context Setting (00:00-01:48)

• Andy returns from illness for episode 20 • Final beach recording before Pete's mysterious Atlantic adventure • Reflecting on recent guest episode with Bethanne

The Wingman Revolution (01:48-25:00)

• Pete's Mac Mini experiment: giving AI agents their own dedicated computer environment • Evolution from basic setup to sophisticated web-based control system • Multiple agent orchestration: Goose and Claude Code working in parallel sessions • Remote access from anywhere - phone, laptop, or desktop • Obsidian integration for documentation and artifact storage • API endpoints for automated session creation and workflows

Agent-to-Agent Workflows (20:00-25:00)

• Return-to-base protocol for session completion and handoffs • Webhook systems enabling autonomous agent chains • Vision of fully automated code review and development cycles • Moving from human-centered to machine-centered processes

Custom Tools vs. SaaS Fatigue (25:00-40:00)

• Economics of $15/month software subscriptions adding up • Pete's approach: "Fast fashion for software" - build exactly what you need • YouTube reel generator case study: custom-built vs. existing solutions • The open-source developer superpower now accessible via AI

Management-Style AI Interaction (40:00-50:00)

• Transition from "button-pushing" to strategic oversight • Using specialized agent personalities (Grug Brain Developer for code reviews) • Dueling agents: building features in parallel and choosing the best • Planning and auditing as core human value-add

Gaming as AI Benchmarks (50:00-01:09:00)

• Settlers of Catan as model testing environment • Game mechanics as proxy for enterprise negotiation and resource management • Tabletop wargaming automation concepts • Testing strategic thinking, negotiation, and long-term planning capabilities

The Control Tower Paradigm (01:09:00-01:13:00)

• Humans as air traffic controllers for AI agent fleets • Multiplayer mode implications for teams • Terminology evolution: logbooks, flight plans, control towers

Dedicated AI Environments: Running agents on isolated hardware eliminates privacy concerns while providing full system access and persistent operation. Agent Orchestration Architecture: The future involves managing 1-100 agents simultaneously across different projects and functions, requiring sophisticated coordination systems. Custom vs. Commercial Software: AI development capabilities are shifting the economics from subscription services to custom-built solutions tailored to specific workflows. Human Role Evolution: The transition from direct execution to strategic oversight and agent management represents a fundamental shift in how knowledge work gets done. "I don't have a good way of explaining how just fucking nice this is" - Pete on Wingman's seamless operation "The data is in the computer. You were in the computer. Talk to it." - Pete on the future of AI interaction "It's the same way that junior developers fuck stuff up... we just need to use the same processes" - Pete on managing AI agents "Fast fashion for software" - Andy's description of rapid custom tool development Looking Ahead: Pete's system represents a glimpse into the future of human-AI collaboration, where individuals can operate sophisticated agent networks from anywhere, fundamentally changing the nature of knowledge work and business operations.