12 - Wingman, your AI Control Tower

Aug 27, 2025

Discover the revolutionary AI orchestration system called Wingman, designed to streamline project management and enhance productivity. Explore how dedicated environments for AI agents transform workflows, making tasks more efficient and secure. Dive into the economic challenges of software subscriptions versus custom solutions. Uncover the exciting potential of AI in gaming, from enhancing player interactions to innovative gameplay dynamics. Join the conversation on balancing aesthetics and functionality in design, while navigating the complexities of modern software development.

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INSIGHT

Dedicated Machines For Persistent Agents

Give AI agents their own dedicated machine to run persistent environments and tools.
A separate computer reduces data leakage and simplifies managing long-running agent sessions.

INSIGHT

Parallel Agents And Recipe-Based Workflows

Run multiple agent instances in parallel using recipes that combine system prompts and tools.
Use a control plane to monitor sessions instead of relying on ephemeral chat outputs.

ADVICE

Use Docs For Artifacts Not Chats

Store agent outputs in a document system, not chat windows, for structured artifacts and sync across devices.
Use Obsidian or similar to centralize docs so agents write directly to your knowledge base.

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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.