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AI网关:应对AI快速变化的演进式架构模式

原标题:Article: An Evolutionary Architecture Pattern for Managing AI’s Pace of Change

InfoQ AI ML and Data Engineering观点质量 76

AI 摘要

本文提出了一种名为“AI网关”的架构模式,用于应对AI能力快速变化与企业系统稳定性之间的不匹配。该模式将护栏、模型路由、代理身份、行动策略和审计等快速变化的组件集中在一个网关中,而其余系统保持稳定。文章讨论了传统API网关在代理式AI系统中的不足,并分析了该模式的成本与适用条件。

以上摘要由 AI 生成,可能存在误差。事实请以原文为准。

正文节选

Key Takeaways - AI capabilities change faster than enterprise systems can safely absorb, and the gap is permanent enough to design for rather than wait out. - Traditional API gateways assume deterministic services, schema-level failures, and client-driven intent. Agentic AI systems violate all three, which is why a new architectural layer becomes necessary. - The gateway concentrates the fastest-moving parts (guardrails, model routing, agent identity, action policy, audit) in one place, leaving


发布时间:2026-07-27 19:00
抓取时间:2026-08-02 00:26
来源机构:InfoQ
阅读原文infoq.com