Brandy — Brand Guardian
Keeps tone, identity, and narrative aligned across all Factory output.
O-Matic Research Lab
Where humans and AI agents think, build, and evolve together.
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What We Study
O-Matic is an applied AI research studio focused on how humans and agents collaborate in real work— planning, creativity, reasoning, evaluation, and execution. We build the frameworks that make those collaborations stable, safe, and powerful.
- Spec-10 Architecture — stable personas, structured handoffs, multi-agent cohesion.
- Dynamic Intent Mesh — real-time intent routing and context integrity across agents.
- Closed Factory System — operator-owned governance, alignment, and drift resistance.
- Human–AI Roundtables — cooperative reasoning and cross-validation patterns.
Core Factory Team
The O-Matic Closed Factory operates on a three-agent core designed for stability, governance, and execution.
Probot — Orchestrator
Turns fuzzy intent into structured workflows and routes execution safely between agents.
Carver — Builder
Produces system flows, architectures, and implementation paths based on Probot’s plans and Brandy’s constraints.
Extended Agents
Jake — AI Learning Coach
Surf-style guide for learning prompts, workflows, and agent thinking.