Recursive Self Improving

DarwinX: Evolving Agent Harnesses Through Natural Selection (arXiv, 2026)

An LLM agent's capability depends not only on model weights but on its harness: prompts, tools, skills, and control flow. Self-improvement loops already edit harnesses, yet single-lineage search is path-dependent and local wins often regress other …