AI & AutomationLearning platform

LabMate

An interactive coding-practice platform with an in-browser editor, feedback and progression.

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Discipline
AI & Automation
Build
Learning platform
Core stack
Next.js / React
Write-up
Featured case study
The challenge

The problem behind the build

Programming practice needs more than an answer box: learners need executable exercises, useful guidance and a reason to keep returning.

The approach

How the pieces fit together

Language and challenge routes combine a Monaco editor with stored exercises and test cases. Separate progression agents manage achievements, levels, streaks and experience.

Capabilities

Inside the implementation

Language-based exercises and an integrated code editor

Code execution and AI-guidance integration

Achievements, streaks, levels and progress tracking

System structure

The main building blocks

  1. 01

    Challenge library

  2. 02

    Editor & execution

  3. 03

    Guidance

  4. 04

    Progression agents

Technology

The stack behind this project

Next.jsReactTypeScriptMonaco EditorSupabasePython

Project scope

An educational platform implementation. The portfolio focuses on its learning flow and progression architecture.

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