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Behind the Build

We Built NoteVUE in 24 Hours — Here's What Happened

The origin story of NoteVUE: how a group of students at Largo High School built a national teacher appreciation platform in a single day using AI, modern web tech, and a lot of caffeine.

By NoteVUE Team7 min read

It Started With a Question

It started with a question in a computer science classroom: What if we could build something that actually mattered?

The Talent Ready Technology Program at Largo High School in Prince George's County, Maryland exists to answer exactly that question. Real skills. Real tools. Real impact.

The Idea

Teacher Appreciation Week was coming up. The idea was simple: build a platform where students could send anonymous notes to their teachers, teachers could collect them on a public wall, and schools could compete to show how much their communities cared.

Simple idea. Complex execution.

24 Hours Later

Twenty-four hours of coding, designing, debugging, and coffee later, NoteVUE existed. A full Next.js 15 application with AI-powered note generation, PostgreSQL database, rate limiting, content safety filters, and a live national leaderboard.

Not a mockup. Not a prototype. A deployed, production-ready platform at notevue.ai.

The Technology

We used the same tools that power the world's most sophisticated applications: Next.js for the frontend, Neon for the database, Anthropic's Claude API for AI-powered messages, Vercel for deployment, and Stripe for payments.

These aren't student tools. They're industry tools. And that's the point — students at Largo are building with the same stack as engineers at Google and Meta.

What's Next

NoteVUE launches nationally during Teacher Appreciation Week, May 5–9, 2026. We're targeting 10,000 notes sent in the first week. We think we can do more.

Because when you build something that matters, people show up.

Ready to show your appreciation?

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