A private language learning sandbox.
ForFluency is my personal “AI tutor” project for testing podcast-based speaking practice and real-content conversations. It’s currently invite-only and not a polished public product.
What this is
An experimental space where I’m building tools to practice speaking and listening with real podcasts, articles, and other content you care about. Think “podcast co‑pilot” plus an AI tutor that remembers what you’re working on.
How access works
Currently limited to friends and family. If you know me, and you’d like to try it, submit a request and I’ll approve accounts manually as I have time. Expect rough edges, rapid changes, and the occasional bug—this is an active work‑in‑progress rather than a finished product.