Digital Twin Factory Demo Portal

Scale the Operator, Not the Headcount.

A digital twin factory is an organization where one underlying agent kernel plays many specialized roles. It's not about replacing humans — it's about multiplying the capacity of your best operators with highly instrumented, human-in-the-loop AI employees.

Build your twin · Explore the Twins · View Architecture

The Four-Layer Agentic Stack

PROMPT

github.com/fszale/agentic-playbook

The foundational instructions, context formatting, and rules of engagement. Defines 'how to think' before any action is taken.

AGENT

github.com/fszale/agent-kernel

The execution engine. Tool usage, loop reasoning, memory retrieval, and planning. The 'kernel' that powers autonomous behavior.

DIGITAL TWIN

github.com/fszale/digital-twin-filip

A specialized agent infused with specific operating principles, decision logs, and style. An employee modeled after the founder.

AGENT FACTORY

github.com/fszale/agent-factory

The organizational structure. Routing work to multiple digital twins playing specialized roles, with human-in-the-loop review gates.

Tools & Decks

The same brand, four working tools and three investor-grade decks.

Digital Twin Builder

10-minute AI interview that generates a deployable digital twin package — agent-spec.yaml, identity, guardrails, and skills.