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（ ...

David Kindness is a Certified Public Accountant (CPA) and an expert in the fields of financial accounting, corporate and individual tax planning and preparation, and investing and retirement planning.

Robert Kelly is managing director of XTS Energy LLC, and has more than three decades of experience as a business executive. He is a professor of economics and has raised more than $4.5 billion in ...