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通过本文的深度剖析，我们清晰地看到：Dify原生可观测能力在开发调试阶段是高效的“瑞士军刀”，但在生产规模化场景下，其分析能力薄弱、性能瓶颈显著、扩展性受限的痛点会严重制约Agentic应用的稳定性与用户体验。而通过“分层解耦、生态集成”的破局方案（自定义指标+专业存储+智能分析+自动告警），开发者可以构建覆盖全链路的可观测中台，真正实现从“被动排查”到“主动优化”的跨越。