July 19, 2026•1 min read•from InfoQ

Google's AlphaEvolve Reaches General Availability with Evolutionary Code Optimization as a Service

Google's AlphaEvolve reached general availability on the Gemini Enterprise Agent Platform, turning the DeepMind research project into an evolutionary code optimization service. Evaluators run client-side so code never leaves the customer's infrastructure. Klarna doubled ML training throughput; practitioners note it only works where a measurable evaluation function exists.

By Steef-Jan Wiggers

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#Evolutionary Code Optimization

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#Throughput

#Code Infrastructure

#General Availability

#Evolutionary Algorithms

#Artificial Intelligence

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#Research Project