CodeMentor AI Platform

A 3-tier open-source AI coding platform: Next.js frontend + Node.js backend + Python AI engine.

If this project helps you, please star the repo ⭐ — it directly helps us reach the first 1,000 stars milestone.

Why star this project

• End-to-end architecture you can run locally or deploy to GCP.
• AI mentorship + hard code review modes in one product.
• Multi-provider model routing (local models, Gemini/Vertex AI, OpenRouter).
• Open roadmap, contribution flow, and weekly shipping cadence.

1-minute quick start (Docker)

git clone https://github.com/NickScherbakov/codementor-ai-platform.git
cd codementor-ai-platform
docker compose up --build

Open:

• Frontend: http://localhost:3000
• Backend: http://localhost:3001
• AI Engine: http://localhost:5000

Local development (manual)

Prerequisites

• Node.js >= 18
• Python >= 3.10

Fastest local run

./scripts/dev.sh

Manual run

# 1) AI Engine
cd ai-engine
pip install -r requirements.txt
python main.py

# 2) Backend
cd ../backend
npm install
npm start

# 3) Frontend
cd ../frontend
npm install --legacy-peer-deps
npm run dev

Live demo

• GitHub Pages landing: https://nickscherbakov.github.io/codementor-ai-platform/
• Playground route (local): http://localhost:3000/playground

Architecture

Frontend (Next.js) -> Backend (Express) -> AI Engine (Flask)

Project highlights

• AI Console with model/provider selection
• Hard code review mode for stricter feedback
• Learning dashboard and assessment flows
• Docker and Cloud Run deployment paths

FAQ

Is this production-ready?

• It is actively developed, with CI and deployment workflows, and a public roadmap.

Do I need paid APIs?

• No. Local model options are supported.

Can I self-host?

• Yes. Docker Compose and GCP deployment guides are included.

Road to 1,000 stars

We track this publicly in ROADMAP.md, weekly ship logs, and releases.

Milestones:

• 31 May 2026: 200★
• 15 Jun 2026: 550★
• 25 Jun 2026: 800★
• 01 Jul 2026: 1000★

Contributing and community

• Contributing guide
• Code of Conduct
• Support
• Security policy
• Roadmap

If GitHub Discussions are enabled in repository settings, use Discussions for Q&A and ideas.

Releases and showcases

• v1.0.0 release draft
• Showcase #1 — Hard review before/after
• Showcase #2 — Learning path progression
• Showcase #3 — AI Console workflow
• Weekly ship log template

Documentation

• DEPLOYMENT_GUIDE.md
• IMPLEMENTATION_SUMMARY.md
• SECURITY_SUMMARY.md
• SERVICE_MAP_AND_LOCAL_RUN.md

---

Built in public. Star the repo to support development ⭐