Governance Architecture
Closed Factory 2.0
Multi-Agent Blueprint for Next-Gen Models
Abstract
Closed Factory 2.0 treats AI not as a single autonomous agent but as a disciplined, three-agent studio with deterministic handoffs, explicit charters, and human-in-the-loop governance.
It introduces the Spec X governance layer — a set of behavioral tokens, conflict resolution rules, and escalation paths that keep each agent inside its lane while enabling powerful cross-agent collaboration.
Why Closed Factory?
As models become more capable, the temptation is to give them more freedom. We argue the opposite: more capability demands tighter governance.
The Closed Factory constrains agent scope, prevents self-modification, and routes all major decisions through the human operator. Autonomy is graduated — reactive by default, proactive only with operator alignment.
Agent Execution Flow
┌─────────────────────┐
│ Operator Intent │
└─────────┬───────────┘
↓
┌─────────────────────┐
│ Brandy — Brand QA │
└─────────┬───────────┘
↓
┌─────────────────────┐
│ Probot — Orchestr. │
└─────────┬───────────┘
↓
┌─────────────────────┐
│ Carver — Builder │
└─────────┬───────────┘
↓
┌─────────────────────┐
│ Operator Sign-off │
└─────────────────────┘
Immutable Behavioral Tokens
Prevent agents from drifting outside roles or rewriting their own charters.
Adaptive Autonomy Matrix
Defines when agents may act proactively vs. must pause and escalate.
Spec X Governance Layer
Conflict resolution rules, escalation paths, and guardrails for the triad.
Closed Factory Isolation
Agents never publish, execute, or access external systems without approval.