Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses

Tailin Zhou

Modern LLM agents are often improved by modifying prompts, tools, or workflows manually, while the executable scaffold surrounding the model---the \emph{harness}---is typically tre…