Skip to main content

Marc‑Aurele Besner

Back to Projects

VibeInProd

Personal Project
VibeInProd

A service that helps AI startups stabilize their codebases in 10 days. Provides code audits, architecture assessments, and hands-on cleanup to transform fragile AI-generated code into production-ready systems that scale.

Key Features

  • AI Stability Index™ scoring model
  • Code audit and risk assessment
  • Dead code removal and duplication consolidation
  • Security vulnerability fixes
  • Architecture integrity for Series A readiness

Technologies

TypeScriptNext.jsReactAIConsulting