Work
Open Source AI

LodeAI

An AI-powered technical recruitment platform that generates personalized coding assessments from job descriptions and hands candidates an AI-guided, fully configured dev environment.

RoleSolo build
Timeline2025
StackNext.js 14 · React 18 · Claude Sonnet 4 · Docker · VS Code Extension
LodeAI — project visual
01Problem

Technical hiring is slow, generic, and hard to run fairly.

Assessments are usually hand-written, one-size-fits-all, and disconnected from the actual role. LodeAI generates personalized coding challenges automatically from the job description and the candidate’s resume.

02Approach

AI authoring, sandboxed execution, in-editor guidance.

Claude (Anthropic Sonnet 4) generates assessments across algorithms, system design, debugging, code review, real-world projects, and data analysis, adapting difficulty to experience level and producing both visible sample tests and comprehensive hidden suites with 50+ edge cases.

A native VS Code extension delivers real-time AI hints through a multi-agent system (Planner, Executor, Error Handler, Helper) with streaming responses, while candidate code runs inside isolated Docker sandboxes supporting Python, JavaScript/TypeScript, Java, Go, and C++.

03Outcome

A recruiter dashboard tying it together.

A Next.js 14 / React 18 dashboard handles job management, candidate assignment with email notifications, and live status updates, automated container lifecycle management keeps the sandboxes cleaned up and monitored.

5sandbox languages
50+hidden test cases
Next projectAutonomous Supply Chain Control Tower