Why Isn't AI Coding Showing Its Applicability Across Repos?

Back in April, word got out about an unreleased, highly capable version of Claude called Mythos that, when pointed at large codebases, could surface serious, previously undiscovered vulnerabilities — including in software that was decades old . It was good news copy and the press fanned flames for several news cycles. But after having done a lot of AI-assisted engineering through Summer 2025 and…