
AI's impact on professional services varies by how structured and risk-sensitive the work is, according to Anthropic research. Software development sees rapid change from tools like Cursor and Lovable that generate code and debug systems. The author's agency found AI boosts productivity but introduces error-handling challenges from silent failures.
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Everybody Is Vibe Coding But Nobody Told the Security Team
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