“AI Exposes Decades of Flawed Human Code, Says Vercel’s Tom Occhino” — what this page in the network covers. The internet’s foundational software is riddled with human error, and artificial intelligence is bringing those flaws to light. Tom Occhino, chief product officer at Vercel, argues that AI’s ability to analyze vast codebases reveals just how much of the web’s infrastructure is built on shaky, poorly maintained code written by humans over decades. This isn’t just an academic issue—it affects performance, security, and the user experience for billions of people.
Occhino sees AI not as a threat to developers, but as a tool to systematically audit and repair the neglected layers of the internet. By automating code review and suggesting fixes, AI can help modernize legacy systems that companies have been reluctant to touch. The result could be a faster, more reliable web, but only if organizations embrace the opportunity rather than fear the disruption. For the complete material, the listing points back to the source inside the network.