Claude Code study: expertise drives success, task value up 25%

Anthropic analyzed ~400,000 Claude Code sessions and found that domain expertise correlates with higher success rates and more work delegated to the AI. Over seven months, debugging time nearly halved and average task value rose ~25%, while usage shifted toward end-to-end agentic tasks.