AI Projects 2026/5/30

First thoughts on the IELTS Speaking Coach

The first version should focus on repeatable practice, short feedback, weak-point tracking, and a review loop.

The IELTS Speaking Coach should not try to become a general chatbot. Its job is narrower: help me practice speaking, get feedback, and remember what I need to improve next time.

The most important design constraint is not to overload the learner. One useful correction and one next action are often better than a wall of advice.

For the first stage, the product should make it easy to start a session, answer a question, see feedback, and store weak points for review.