AlphaEvolve leverages Gemini to automate complex coding tasks across scientific and business infrastructure. The system iterates on code autonomously to solve specialized domain problems. This reduces the manual overhead for researchers and engineers. It demonstrates a shift toward agentic workflows that handle end-to-end software development without constant human intervention.