What Was the War on Terror?

AgentSelfEdit is an open-source sidecar designed to rewrite its own system prompt based on execution feedback. The system utilizes A/B testing to promote only statistically-proven winners. While the developer initially focused on the optimizer, the critical component proved to be the gate that rejects unsuccessful edits. The project, available on GitHub, includes detailed release notes and field test reports, highlighting the challenges of using various LLM models to maintain a self-improving agent system.