Vibe coding excels for prototypes—as Andrej Karpathy noted, it’s “quite amusing” for weekend projects. But production systems demand intentional architecture, traceability, and governance. The future belongs to augmented engineering, where AI assists human oversight—not replaces it.
“You can vibe code your way to insight. But if you’re building for scale, control, or complexity—you’re going to need real engineering”.