optimize_anything: A Universal API for Optimizing any Text Parameter

In three linesA single LLM-based optimization system unifies six diverse domains: agent architectures (89.5% on ARC-AGI vs 32.5% Gemini Flash baseline), scheduling algorithms (40% cloud cost reduction), CUDA kernels (87% match/beat PyTorch), circle packing. Multi-task search with cross-problem transfer outperforms independent optimization. Open-sourced in GEPA project.

Summary generated by Claude — human-verified