Development

Custom-made AI Systems

Rust Skill

LLM that understands and reasons Rust code

OVERVIEW.

Project Overview
RustSkill is a comprehensive SaaS platform built to accelerate Rust programming mastery through interactive challenges and AI-powered tutoring. Designed for developers seeking hands-on experience with systems programming, it offers structured learning paths from beginner ownership concepts to advanced unsafe code and FFI patterns.

What We Did

  • Comprehensive Challenge System & Learning Infrastructure
    Developed an extensive library of Rust programming challenges across multiple difficulty levels, covering ownership, lifetimes, traits, async programming, and unsafe code. Implemented file-based challenge discovery with automated content management integration.

  • Modern Full-Stack Architecture & Real-Time Code Execution
    Built a scalable Next.js 15 application with a Supabase backend, featuring real-time code execution via Judge0 API, Monaco editor integration, and session-based progress tracking. Added secure authentication and credit-based access control across subscription tiers.

  • AI-Powered Educational Experience & Content Management
    Integrated LangChain with Anthropic and OpenAI models for intelligent tutoring and personalized feedback. Deployed Sanity CMS with automated TypeScript type generation and Stripe billing integration.

  • Performance Optimization & Developer Experience
    Established CI/CD pipelines with automated testing, implemented a glass-morphism design system using Tailwind CSS, and added analytics tracking via Mixpanel. Created developer tooling for challenge seeding and content synchronization.

Results
RustSkill delivers a production-ready learning platform with interactive challenges, real-time execution, and AI tutoring. Its modular architecture supports rapid content expansion while maintaining performance and type safety. The freemium model enables scalable growth and clear upgrade paths for advanced Rust content.