Jeff McCracken

P.E. — Engineer. Builder. Explorer.

21 years deploying smart grid infrastructure at scale. Now building Sabrina — a Personal Operating System that manages my consulting practice, my investments, and increasingly, itself.

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Jeff McCracken
Sabrina — AI Chief of Staff

Meet Sabrina

Sabrina isn't a chatbot. She's a Chief of Staff — an AI system with 46 operational skills, 1,528 knowledge entities, and 5,700 relationships mapped across my entire world. She triages my email before I wake up, deploys agent swarms overnight to write and test her own code, and maintains the institutional memory that makes all of it possible.

I built three AI systems. Two didn't work. One does — and now it's building the other two.

How She Was Built →

Building Sabrina

A walkthrough of the system — from voice input to task execution to self-building code.

A Personal Operating System

Not a Second Brain that stores knowledge. A full-stack system that takes action.

Morning Briefings

Every day at 5 AM, Sabrina synthesizes email, calendar, and priorities into a briefing — before I'm awake.

Context Engineering

The Kai history system captures every session, decision, and learning in structured markdown that survives crashes and persists across sessions.

Agent Swarms

Parallel agents execute work orders overnight — writing code, running tests, building features. I review the commits in the morning.

Voice to Action

Speak to the Mac menu bar. Sabrina processes intent, routes to the right system, and creates tasks in Motion. Delegation math: flipped.

Self-Building

Sabrina writes her own features. The git log shows overnight commits where she extended her own capabilities — tested and deployed.

Trading Integration

The same Chief of Staff that manages my calendar is progressively wiring herself into an Automated Trading System with 40+ PostgreSQL tables.

The System

Voice, intelligence, action, and memory — connected.

Sabrina System Architecture

"The best architecture is the one that disappears. The one that doesn't require maintenance. The one that works with tools you already have rather than replacing them."

— The Story of Sabrina

NateCon 2026

The public debut. 45 minutes. Four live demos. The architecture decisions that mattered, the two systems I threw away, and the patterns that actually work.

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