Definition
A unified system that uses the same loop to evolve prompts, code, kernels, agent architectures, or just about anything else.
A universal LLM-driven optimization API treating any text artifact as a parameter, replacing gradients with evaluator-provided side information and maintaining a Pareto frontier across candidates.