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Notes from the team building Vonova.

Product changelogs, learning research, AI experiments, and the occasional behind-the-scenes engineering deep dive.

This week

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#Product#Learning#AI#Instructors#Career#Open-source
Product

Inside Vonova's protected viewer

Why we replaced 'open in new tab' with a watermarked in-app viewer, and what it means for instructor IP and student trust.

6 min readRead
Learning

Spaced repetition for engineering interviews

A practical look at how Vonova's review prompts compress weeks of cramming into 20 minutes a day.

8 min readRead
AI

Designing AI tutors that don't hallucinate

The five guardrails our AI Tutor follows so it explains course material instead of inventing it.

5 min readRead

What you'll find here

Three streams, one feed

Product

Release notes, feature deep dives, and roadmap updates straight from the team.

Learning

Research-backed essays on how to learn faster — applied to real Vonova courses.

AI

How we build, prompt, and evaluate the AI features behind PDF Summary and the AI Tutor.

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