My Project

3 series

AirClass

8 posts

Updated My Project

[AirClass Dev Log 1] Why I Started AirClass: Motivation and First Implementation Plan

Why I began thinking about AirClass from the limits of tablet-based classes and existing learning platforms, and what I wanted to implement first.

#education#classroom#realtime

Updated My Project

[AirClass Dev Log 2] Why FastAPI and Svelte: Criteria for the First Prototype

Why I chose FastAPI and Svelte for the first AirClass prototype, and why I first considered a teacher-laptop local-network deployment model.

#education#fastapi#svelte

Updated My Project

[AirClass Dev Log 3] Trying to Go Beyond Miracast: The First AirClassDisplay Attempt and Its Limits

Why I first tried to build AirClassDisplay so students could see and revisit the lesson screen more smoothly, and why it did not become a practical classroom tool.

#education#webrtc#display

DevCoop

1 posts

Updated My Project

[DevCoop Build Log Part 1] AriPay and Occount Began Inside Our School Store

Trace how the student-run cooperative store’s pain points led to QR vouchers, student ID payments, and finally the Occount self-checkout system.

#student-project#aripay#occount

MAICE

6 posts

Updated My Project

[MAICE Dev Log 1] Building a Teaching AI, not just an Answer Bot (Project Overview)

How question-quality data, Bloom, and Dewey shaped MAICE's problem-definition strategy and multi-agent architecture.

#agent

Updated My Project

[MAICE Dev Log 2] How the agents collaborate (Multi-Agent System)

How MAICE split question classification, clarification, answer generation, and learning observation into a Redis Streams-based multi-agent flow.

#agent

Updated My Project

[MAICE Dev Log 3] SvelteKit chatbot interface for real-time math rendering

How MAICE lowered the question-entry barrier with formula input, OCR, and streaming-safe LaTeX rendering.

#agent