A recent Anthropic study on agent autonomy offers a clear preview of where knowledge work is headed. Anthropic analyzed millions of real interactions across their public API and Claude Code to see how people actually deploy autonomous systems. The catch is that their clearest view comes from Claude Code, where they can track longer workflows end to end. I treat their strongest takeaways as a snapshot of coding agents rather than a universal map of all professions. That distinction matters. Software development is the proving ground for autonomous work because it requires far less hand-holding. You can run tests, get immediate pass or fail feedback, roll back mistakes, and break large tasks into smaller steps using mature and well-defined tools.
