Agent Evolution
现代 Agent Engineering 学习路线：Agent Evolution
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3Agent Evolution：受控改进闭环Agent Evolution：受控改进闭环 Freshness metadata last verified : 2026 08 24 version scope : 2026 agent improvement architecture source type : primary paper + official repository + engineering synthesis stability : version sensiSkill、Workflow 与 Program EvolutionSkill、Workflow 与 Program Evolution Freshness metadata last verified : 2026 08 24 version scope : fast moving research patterns source type : primary paper + official repository stability : fast moving 候选更新包 一个候选不是“新文本”，而Evolution 的 Evaluation、Version、Sandbox 与 RollbackEvolution 的 Evaluation、Version、Sandbox 与 Rollback Freshness metadata last verified : 2026 08 24 version scope : stable release control patterns source type : software delivery practice + agent evaluation stability : stab