Adaptive Learning Engine

StudyLoop

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

1) Upload Lecture

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2) Study Summary

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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.

one codebase still fits in one team’s head .

Microservices Architecture Why teams eventually split a monolith The trigger is usually not code size alone.

A small checkout change requires a full regression pass across unrelated modules.

The shared database becomes a coordination point for everything.