Adaptive Learning Engine

StudyLoop

Open the left menu for settings and diagnostics.

Upload a lecture, get a clear English summary, and pass an adaptive quiz that keeps drilling weak topics until mastery.

1) Upload Lecture

Paste lecture text or upload a .txt/.md/.pdf file.

2) Study Summary

Loaded from history. Mode: fast-local

Lecture summary

English

microservices: pros and cons .

Worst case: the distributed monolith Communication, state and resilience .

Database per service, shared DB, event sourcing .

One team owns the product end to end.

You deploy a few times per day, not hundreds.

Different modules need different scaling profiles.