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A 2025 study of over 129,000 GitHub repositories found AI coding agent adoption at 15.9% to 22.6%. Harsh Verma of Palo Alto Networks warns that treating agents like deterministic software or human employees causes projects to stall. Anthropic's Claude Code best practices show agents assigned narrow tasks increased pull requests merged per engineer by 67%.
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