The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate
cs.AI
Submitted: 2026-10-07
Updated: 2026-10-07
Code: https://github.com/rav11l/cace-bench
Sources
- Self-Harness: Harnesses That Improve Themselves
- HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry
- GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
- Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
- G\"odel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement
- Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
- EvoAgentX: An Automated Framework for Evolving Agentic Workflows
- A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
- A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
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