MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph

As coding agents increasingly handle implementation, the central challenge shifts from building individual agents to building an infrastructure that systematically improves them. Current approaches optimize agent systems without accumulating transferable knowledge, accumulate knowledge without compositional reasoning over it, and lack a mechanism for that knowledge to self-evolve through operational evidence. MEGA (Meta Evaluation-Grounded Adaptation) addresses these gaps as a self-evolving infr

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ethics.ai (11 August 2026), “MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph,” evidence record 18424, https://ethics.ai/record/18424 (originally published by arXiv).

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