Index

2024-NodeBB — CMU Software Engineering Course

Open-source contribution project on the NodeBB forum platform. Each phase covers a different engineering practice.

Name	Link	Summary
Codebase Setup	01-Codebase-Setup	Fork, clone, local install (Redis), linting, testing, SonarCloud, GitHub workflow
Feature Implementation	02-Feature-Implementation	NodeBB architecture overview; "Mark Resolved" feature; project structure breakdown
Continuous Deployment	03-Continuous-Deployment	GitHub Actions workflows; Azure Web App deployment; YAML configuration
JSHint Integration	03-JSHint-Integration	JSHint setup locally and in CI; .jshintrc config; npm script + Actions
LLM Integration	04-LLM-Integration	Azure OpenAI GPT-4o-Mini; language detection and translation microservice (Flask)

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2025-CV-Model-Simulator — Computer Vision Web App

Full-stack web application for uploading and running computer vision models (YOLO/Ultralytics). Frontend in Next.js, backend in Flask, storage via LocalStack/S3.

Name	Link	Summary
Design Doc	01-Design-Doc	User flows, component tree, API endpoints, database schema
Frontend	02-Frontend	Next.js + Redux; model upload, file size limits, run inference UI
Backend	03-Backend	Flask blueprints; REST API v1 specs for model management and inference
LocalStack	04-LocalStack	S3 integration; Docker deployment options; model caching strategy
Debug: Docker Networking	05-Debug-Docker-Networking	Flask → LocalStack connection refused; root cause: separate networks; fix via docker-compose
Deployment	06-Deployment	Infrastructure planning

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Reference

Standalone technical notes not tied to a specific project.

Name	Link	Summary
Syllabi Feature Analysis	Syllabi-Feature-Analysis	Full-stack deep dive: Express routes, Prisma ORM, React Query, batching (batshit), caching
Download Embedded Video	Guide-Download-Embedded-Video	DevTools Network tab; wget/curl; ffmpeg for HLS (.m3u8) stream stitching