For Engineers
84%ofdevsuseAI.Only6%haveasystem.
Take the 2-minute AI Engineer assessment. Find out where you are on the arc — and what's next.
Start Assessment →892 engineers have taken this assessment
100% anonymous — no login or email needed to see your result
You'll discover your AI Engineer level (Basic / Intermediate / Expert) and get a personalized roadmap.
AI-AssistedAI-Native
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01
Curriculum
A hands-on path along the arc, from AI-Assisted to AI-Native — built on your real codebase, delivered online or in person.
Level 1 · Basic
AI-Assisted
AI in your editor — engineering-grade prompting, code explanation, review assist and debugging.
Level 2 · Intermediate
AI-Connected
AI in the repo and your tools — a per-codebase context layer, test generation and MCP integrations.
Level 3 · Expert
AI-Native
Agents and custom skills that build, test and ship — with accuracy, oversight and cost control.