
Where AI Systems Get Built
The Lab is our public workspace for exploring agent orchestration. Every framework, pattern, and system shared here has been tested in production environments. This is new world thinking applied to real business challenges.

Core Concepts
The foundational ideas that power everything we build. These concepts form the vocabulary of AI orchestration and the building blocks of autonomous business systems.
Multi-Agent Systems
Multiple AI agents working in concert, each specialized for specific tasks. They communicate, hand off work, and verify each other's outputs to deliver complete outcomes.
Hive Swarm Architecture
A framework for autonomous business systems where agents operate as a coordinated swarm. Each agent has a role, and the collective intelligence exceeds any individual component.
Orchestration Patterns
Repeatable patterns for directing AI workflows. Sequential chains, parallel processing, conditional routing, and feedback loops that scale your intent into execution.
Agent Specialization
The principle of building agents with focused capabilities. A research agent, an analysis agent, a synthesis agent. Each excels at one thing, and together they handle complexity.
Orchestrator Mindset
The orchestrator mindset transforms how you work with AI. You design systems, define outcomes, and direct agents that handle execution, verification, and iteration. Your leverage compounds with every system you build.
Design Systems
Create workflows where multiple agents collaborate, each handling their specialized task in the chain.
Define Outcomes
Specify what success looks like and let the system figure out the path to get there.
Compound Leverage
Every system you build adds to your capacity. Your impact grows while your direct involvement decreases.




Systems We Build
Real systems built using these principles. Each one represents the application of orchestration thinking to actual business challenges.
Business Operating Brain
A business operating brain (second brain) for creative agencies. B.O.B. coordinates agency data and provides instant intelligence, giving creatives space to let their creative genius flow.
Learn MoreCommunication & Relationship Intelligence System
A system for managing relationships and communications at scale. C.R.I.S. tracks context, suggests responses, and maintains relationship continuity across all touchpoints.
Multi-Agent Autonomous Business Systems
The conceptual framework for building business systems where multiple agents operate autonomously. The swarm handles routine operations while humans focus on strategy and direction.
Ready to Build Your Own Systems?
The Inner Circle is where we go deep on implementation. Direct access to Stu, detailed breakdowns of every system, and a community of builders working at the frontier.