Role-Driven Mastery System

Master the skills the job market is actually hiring for.

Follow a job-market-audited Role Path, move through a discipline end-to-end with a Career Pathway, or pursue a university-benchmarked Academic Certificate — each with a Basic → Intermediate → Advanced ladder, direct video learning bridges and a capstone proof-of-work project.

AI Builder

Not Started0 / 13 complete

Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.

13 lessons3 levels1 capstone project
  • Validate user value and ground model behavior in reliable context
  • Build tool-using agents and ship production full-stack AI experiences
  • Measure agents, observe runtime behavior and secure production execution

Benchmark: OpenAI Codex/Cloud Agents + Anthropic product/managed-agent engineering signals (Sep 2026) Mastery ladder: 2 job-market competencies per level; 2 direct VIDEO bridges per competency (12 total).

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Enrichment

BASIC

Validate user value and ground model behavior in reliable context

Problem discovery, use-case framing and AI product iteration

Coverage: Product Discovery, AI UX & Customer Research

Prompt, context, retrieval and grounding design

Coverage: Prompt Engineering, Context Engineering & RAG

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