Google's AlphaEvolve Reaches General Availability with Evolutionary Code Optimization as a Service
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Google's evolutionary code optimization service, deep tech and highly relevant to AI-assisted development.
Google's AlphaEvolve reached GA as an evolutionary code optimization service on the Gemini Enterprise Agent Platform, extending DeepMind's matrix multiplication research to any codebase. It uses Gemini models to generate mutated candidate programs that users score client-side on their own infrastructure, following a four-step workflow from baseline seed to production deploy. Customer results include Klarna doubling ML throughput (6,000 candidates over three weeks), JetBrains improving IDE completion latency by 15-20%, and Google reporting 20% less write amplification in Spanner LSM-tree compaction—but the approach only works where problems have measurable evaluation functions.