... line is such a clean way to frame QA that most teams treat as an afterthought. CI/CD and MCP server integration is a smart move too, testing tools that only live outside your pipeline usually just get skipped when things get

... already be partially automated with AI. Blue-collar work is physically harder to replace at scale because robotics is expensive, slower to deploy, and depends heavily on real-world environments. But I don t think it becomes humans vs AI. More likely: small teams + AI replacing large teams without AI. Comment from Haritha Vijayakumar(@harithavijayakumar): @busmark_w_nika  Yes, that s another huge shift. AI increases productivity, but at the same time it also changes perceived value and pricing ... ... busmark_w_nika  Uncertainty with a lot of questions. Comment from Stan Kolotinskiy(@sk_uxpin): My gut feeling is white-collar - people can survive without all the fancy hi