~12 min read Anthropic just shipped a model that, by their own account, catches its own code flaws four times more reliably than its predecessor. It can manage a multi-step codebase migration across hundreds of thousands of lines — planning the work, running subagents in parallel, verifying outputs before a human sees the result. The…