نسخة أولية وصول مفتوح
VERSE: Verified Self-Evolving Optimizer for Agent Harnesses
Harness evolution improves an LLM agent's prompts, tools, and workflow, while the optimizer's own tools and procedures often remain fixed. We study whether an optimizer can improve another agent more effectively by also improving how it diagnoses failures, develops edits, and tests their effects. Two observations guide …