Vibecoding significantly accelerated the development of a web crawler capable of crawling a billion pages in 24 hours, though it presented challenges in managing bugs and code quality. The author highlights the importance of balancing AI assistance with manual code review to mitigate risks, especially in high-stakes environments. Key insights include the exploration of various designs and the impact of AI on coding efficiency and experimental processes.