2026
Shipyard
A guided platform where you build a portfolio-grade project and get it AI-graded (Claude-as-judge) — the 'Build' act of Throughline, with a teaching-first coaching loop instead of a pass/fail gate.
TypeScriptReactClaude / LLM-as-JudgeVercel
Visit live sitePrivate repo · code available on request
Highlights
- Designed a guided build-and-grade flow that walks a learner through shipping a real, portfolio-grade project, then grades the result with an LLM-as-judge rubric (Claude-as-judge)
- Built a teaching-first coaching loop that explains gaps and next steps rather than just scoring, closing the loop from learning into proving you can ship
- Source-available (© 2026 To Yin Yu, All Rights Reserved); deployed on Vercel as the 'Prove you can ship' act of the Throughline ladder