How VibeVetting Works

🔍 Audit Process

We analyze GitHub profiles using AI to assess real engineering skills versus AI-assisted coding. Our models evaluate commit behavior, language diversity, code quality, repository structure, and long-term activity patterns. This allows us to distinguish genuine developers from those heavily reliant on AI.

🎯 What We Score

  • Credibility Score — confidence in human-authored code over a period of time.
  • Overall Tier — Vibe Coder, AI-Orchestrator, Contributor, Engineer Grade.
  • Audit Notes — flags, observations, or anomalies in dev activity.

💼 Plan Tiers

  • Free: Public repo scan only, limited re-scans.
  • Pro: Add badge, private repos, deeper metrics.
  • Recruiter: Unlock full scan history, compare engineers.
  • Enterprise: Custom scoring, bulk audits, SSO integration.

🤖 Transparency

We use LLMs with heuristics to detect automation. No model is perfect — always use human judgment alongside our signal. Want to dispute a score? Contact us.