Live wire· --:-- ·
Formation · how to become one

The Path

Six stages·A loop, not a line

The Path

You don't get hired for what you know. You get hired for systems that survived contact.

This path takes you from strong engineer to deployed operator in six stages. It's not a course you pass; it's proof you build.

Stage 0 · Diagnose

Are you built for it?

Find where you stand across production instinct, client nerve, deployment temperament and range. Returns your archetype and a personalized gap-map.

Stage 1 · Close gaps

The skills map

The six pillars, and what “employable” looks like for each. Work your two weakest first.

Stage 2 · Build proof

Ship one real system

An LLM doing real work, wired into a messy external system, in front of real users, with evals — kept alive 30 days. This artifact is your candidacy.

Stage 3 · Position

“I deploy AI in the real world.”

A portfolio that leads with shipped systems, not certificates. A profile that reads like an operator, not a student.

Stage 4 · Interview

Test the intersection

System design under real constraints, a client-facing case, eval-scoping, and three deployment war stories ready.

Stage 5 · Land it

Where the roles are

Frontier labs, enterprise & startups, and the Gulf — least-served, fastest-moving, real on-the-ground scope.