flex-continuous-agent-evolution

Enable LLM agents to improve continuously during deployment by constructing structured experience libraries through self-reflection on successes and failures—achieving 23% improvement on reasoning without gradient-based parameter updates or external training.

Independent GitHub snapshot · Automated classification · Original documentation governs