Over the past development cycle, our team built the **LearnMate AI** platform. This is a decoupled educational Software as a Service (SaaS) application. In this project, we not only implemented core business logic for both instructors and students, but we also systematically integrated Claude Code (including advanced features like Hooks, Custom Skills, MCP, and Agents) into our Agile development and parallel branching (Git Worktree) workflows. This article reviews how we util

Jing Ng & Liuyi · Spring 2026 Introduction: The Vision of SkillGap The Problem Job descriptions are hard to read. They are long, full of buzzwords, and it is genuinely difficult to know if you qualify. Most people either talk themselves out of jobs they could get, or apply to roles they are not ready for. There is no quick, honest way to compare your skills to what a job actually needs. That is the problem we wanted to solve. The Solution SkillGap does the comparison for you.

In this project, I chose to localize a short cartoon film from an independent director. It tells the story of how a teenage girl was...