Audit Examples & Case Studies
Real before/after stories from AI prototype code audits and vibe code stabilization. See problem → intervention → result.
AI SaaS MVP: Pre-Seed
AI-generated code stabilization: duplication, prompt leakage, and flaky tests. Risk map plus refactor list. Estimated 2-3 days saved per sprint.
Read full case study →Vibe Code Stabilization
Inconsistent AI-generated patterns, flaky tests, no architecture. Full stabilization delivered production-ready foundation.
Read full case study →Startup Scale-Up
Monolithic repo transformed into modular architecture
Read full case study →