Review
Open access
Aug 2026
Assessing the Impact of Ai Vibe Coding on Reviewing and Debugging Ai-generated Code
The study concludes that while Vibe Coding is optimal for isolated prototyping, it introduces systemic risks in mission-critical architecture and mandates a pivot in software engineering pedagogy from syntax authorship to rigorous forensic curation and adversarial auditing.
Prateek Sharma Kharel, Suman Thapalia
· International Journal For Mu... · 0 citations