Twin

// why_twin_exists

Why Twin exists

Ravi kept hearing the same fear from friends and people in his network: is AI going to replace human jobs? Twin is his answer. The people who continue learning, adapting, and staying relevant are the ones who create leverage instead of being displaced. Twin is built to help with that.

// what_it_does

What Twin does

Twin tracks your trajectory: where you've been, what you're working on, who's in your orbit, and what you're working toward. It helps you think through direction, surface opportunities you'd miss, and make better long-range decisions about your work — the kind of decisions most people only get right in hindsight.

// how_it_runs

How it runs

Twin can run locally on a personal desktop or in Azure. It's built to work alongside other agents, but stay dedicated to one thing: career growth.

// open_source

Open source

Twin is open source and still early. If this problem matters to you, contribute. Help shape where it goes next.

// how_twin_differs

How Twin differs from general AI agents

ChatGPT and Claude are extraordinary general-purpose tools — capable of helping with almost anything, from code to cooking. They're brilliant. But brilliance for everything is different from depth in one thing.

Twin is purpose-built for one job: career management, coaching, and long-term growth. That's the entire reason it exists — not a feature among many. You carry Twin with you across roles, companies, and decades. It learns your trajectory, the people in your orbit, the patterns you can't see from inside your own life — and gets sharper the longer it knows you. Where a generalist helps you with a moment, Twin compounds over a career.

Twin comes with you. It grows with you. It's the one tool in your career stack built for the next thirty years, not the next thirty minutes.