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.

Vibe Coder

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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
  • Turn intent into a crisp spec and direct coding agents without losing product judgment
  • Build full-stack products quickly, then inspect, test and iterate from evidence
  • Ship AI-assisted software with security, reliability and scalable agent workflows

Benchmark: Affirm Reliability Platform (explicit vibe-coding signal) + AI-native product-engineer market patterns + OpenAI Codex / Anthropic Claude Code / GitHub Copilot / Cursor / Replit / Vercel workflows (current Sep 2026) Market refresh: intent-to-software, product taste, agent prompting/context, rapid full-stack build, Git, tests/review, security, deployment and observability. Speed counts only when the result stays understandable, maintainable and safe.

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Enrichment

BASIC

Turn intent into a crisp spec and direct coding agents without losing product judgment

Problem framing, spec decomposition + product taste

Coverage: Product Discovery / Technical Requirements / UI & UX

Prompt/context engineering + agent steering

Coverage: Prompt & Context Engineering / AI Coding / Git

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