Generated lessons
Every reachable module becomes a readable lesson with estimated time and progress tracking. Dead code is skipped, not taught.
LearnPilot
Understand your own code, before you ship it.
An immersive e-learning platform for AI-assisted projects. Register a codebase, rescan on demand, and work through lessons, quizzes, sandboxed exercises and a full security audit generated from your own files.
Quizzes + exercises
Short-answer and multiple-choice quizzes, plus Docker-sandboxed code exercises to prove you can write it.
Socratic tutor
A tutor that asks instead of answers, grounded in your actual files. Vague answers get pushed back on.
Security audit
Semgrep, npm audit, gitleaks, ESLint and pip-audit run on every rescan — each finding becomes a lesson.
AI project review
Staff-engineer-level audit of your architecture, stack, file tree, and red flags. Actionable, specific, honest.
Cleanup recommendations
Unreachable files are surfaced with a dry-run-by-default archive script — never mutates your codebase without your say-so.