PANews January 16 News, Gate Research Institute recently released “Vibe Coding: The Remedy for Efficiency, or the Poison for Security?” The report shows that in terms of development efficiency, projects adopting Vibe coding have significantly shorter overall development cycles compared to the industry average, and this efficiency improvement is not accompanied by a proportional increase in team size, reflecting the practical effects of tooling and automation in blockchain development. However, from a security perspective, empirical results indicate that projects with significantly shortened development cycles are more prone to security incidents during early deployment; at the same time, contracts with highly similar code structures and high levels of templating tend to have higher vulnerability densities. When attacks occur, the economic losses associated with high-efficiency projects also exhibit a more concentrated “low frequency—high loss” distribution pattern.
The study points out that Vibe Coding weakens the engineering features of deep code understanding and verification strength. In an environment like blockchain, where “code is assets,” this can amplify the spread of systemic flaws, turning single-point logical errors into structural risks across multiple contracts. Improving development efficiency must be combined with stricter security audits, formal verification, and testing mechanisms to release productivity while avoiding it evolving into a “latent risk source” that erodes system security.
The report concludes by emphasizing that in the highly sensitive technological environment of blockchain, the key is not whether to use Vibe Coding, but whether the industry can establish a risk constraint and governance framework that matches the pursuit of efficiency.