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-Assisted Software Engineering & Agentic Coding

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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.

8 lessons1 capstone project

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Curated Certification CSE09

Use coding agents deliberately across understanding, planning, implementation, testing, review and automation while preserving engineering judgment.

Benchmark: Curated source set: OpenAI Academy + Microsoft Learn + Anthropic + DeepLearning.AI + Google Codelabs + Microsoft + MIT -- Credential note: this is a Zuyini mastery certificate built from the cited public courses. It is not issued, sponsored or endorsed by the source institutions, providers or companies.

Hands-On Mastery Capstone

Use an available coding agent on a real repository to scope a feature, inspect the codebase, plan changes, implement, generate/repair tests, review diffs and document where human judgment overrode or corrected the agent.

Proof Rubric

  • task brief
  • prompt/context artifacts
  • agent/human change log
  • tests
  • review evidence
  • security check
  • before/after cycle-time or quality comparison