The assignment
Build an app that makes you learn AI concepts the Duolingo way. Wire it up with PostHog for analytics.
AI Tutor Academy is a submission for this quest's Duolingo-style AI concepts learner brief. The live deployment link is currently access-restricted, so further product detail isn't available here.
Parshav shipped a deployed web app you can open. This read comes from the artifact and Parshav's own account of it — no scores, just what the build does and does not show.
What it demonstrates
What is not shown
Take this awayA solid look at gamified learning UX; the sharper question is which event you would need to see to know which lesson people quit on.
Retention is a design problem, not a content problem. Wiring PostHog in from day one is the tell of a builder who ships to learn from real behaviour — rather than to admire their own screenshot.
A loop worth coming back to
Bite-sized lessons, instant feedback, and a reason to return tomorrow — streaks, XP, spaced review. A long article with a quiz at the end is not the Duolingo shape.
Concepts that are worth the streak
Tokens, embeddings, attention, hallucination, RAG — the vocabulary a PM needs in a real conversation, not 'what is AI' trivia.
Instrumented, not just launched
PostHog wired in and firing real events. An analytics claim nobody can verify tells a reader nothing about how the product is used.
No numeric scores are published here. These pages are written reads of what each builder shipped — the build is the point, not a mark out of a hundred.