AlphaEvolve uses Gemini-powered algorithms to automate coding tasks across business and science. This agentic system scales technical impact by generating specialized code for infrastructure and research. It represents an incremental step in autonomous software engineering. Practitioners can expect faster iteration on domain-specific scripts, though the actual performance gains remain unspecified.