watching
The AI Native_ waitlist open

The AI engineer roadmap that rewrites itself

The field moves faster than any course can ship. Every week you get a diff of your own plan — what changed, why it matters, and which of the things you already learned still count.

one email a week · unsubscribe in one click · address never shared

your_roadmap.mdsample
pipeline · livesample
Closing soon sample

What you're entitled to expires on your dates, not theirs.

Student credits, partner-network certifications, competition deadlines. They run out quietly at graduation or at a job change, and nobody sends a reminder. We track them against the dates you give us.

Why this exists

Hard work isn't the differentiator anymore. Knowing where to look is.

Everyone in this field is working hard. The people who get ahead are the ones who hear about the thing while it's still useful. That's not talent — it's access, and it's unevenly distributed. Three from my own last year:

  • caught with weeks to spare

    A certification my university's partner network covers — free while I'm enrolled, several hundred dollars the day I graduate. Nobody tells you the clock is running.

  • found it after the deadline

    A hackathon that was a near-perfect match for what I'd been building. I found the announcement the week after submissions closed.

  • stale on arrival

    A learning plan written in March, untouched until job-search panic in July — by which point half of it pointed at the wrong tools.

How it works

Three steps, then it runs in the background.

  • 01 / INTERVIEW

    Answer eight questions

    Background, target role, what you already know, and the hours a week you actually have — not the hours you wish you had.

  • 02 / GENERATE

    Get a plan built for your starting point

    Not a generic curriculum. If you came from cloud, or VFX, or marketing, the path starts from what that already gave you.

  • 03 / WATCH

    Get the diff every week

    What moved in the field, what changed on your plan, and what's closing soon. Skip a month and there's a 20-minute catch-up waiting, not a guilt trip.

Who's building this

One person, in public.

Teja
MSc AI, RMIT · 2026
ex-AWS Cloud Support
ex-DNEG Pipeline ATD

I'm building this because I need it. The roadmap and the weekly diff go out free while the product gets built — if the free version isn't useful to you, don't pay for the paid one later.

Get the first diff before the product exists.

The pipeline is running now. The email starts before the app does.