Learn how product managers use vibe coding to cut time-to-feedback from weeks to hours. Explore tools, workflows, and best practices for AI-assisted prototyping in 2026.
Vibe coding lets developers build apps by describing them to AI-but at scale, chaos follows without structure. Three roles-AI Champions, Architects, and Verification Engineers-keep the process fast, safe, and scalable.