PATHS

Choose a destination,
not a pile of content.

Start from your current role and the technical boundary you want to own. Every path reuses the same rigorous learning assets and ends in evidence.

New to the role? Start with the guided path. It explains what an FDE does before it asks you anything.

ENTRY JOURNEYS

Software / AI Engineer → FDE

Add discovery, production judgment, field communication, and evidence to your engineering base.

Build coding depth, failure reasoning, stateful systems, evaluation, and reproducible proof.

Practice architecture judgment, portfolio patterns, executive communication, and turning field learning into product improvements.

SPECIALIZATIONS

Integrate AI applications with tools, state, context, evals, security, and operational ownership.

Adapt platforms to customer data, identity, applications, infrastructure, and operating constraints.

Make models fast, reliable, scalable, observable, and economical in production.