Building Atheneum — an AI tutor that asks questions back

When I started building Atheneum, I didn't want another chatbot that gives you the answer. I wanted something that makes you think.

The Socratic problem

Most AI study tools optimize for speed — paste a question, get an explanation, move on. That feels productive, but it often skips the part where you actually learn. I wanted Atheneum to push back: ask follow-up questions, guide you toward the answer, and only step in when you're stuck.

Infrastructure choices

Running on Cloudflare Workers with D1 and R2 meant I could keep latency low for students in Kosovo and across the region. Encrypted storage for notes and session history was non-negotiable — if you're trusting a tool with your study data, you should know how it's stored.

What's next

Atheneum is still in development. The core tutor works, subscription flows are in place, and I'm iterating on how much the AI should challenge vs. support. If you're building in the ed-tech space, I'd love to compare notes.