[panagathon]

You could do with building this isn't the system itself. Use an LLM to assess how well the user engaged, whether they got frustrated, etc. Give them a short (generated?) test on the discussed content to gain data regarding their mastery.

[qurio_dev]

I wanted actual end user feedback. I’ve done very thorough testing on my part. Honestly got very few responses but each and every response was way too helpful specially capturing mobile numbers. I also noted that almost 60% users signed up but did not completed my profile setup. That’s kind of brutal feedback I was looking for to improve the system. I’m sure I’ll get some feedback on algorithm as well since I’ve removed the sign up friction now.