Datadog发布秘籍提升 LLM 性能、安全性和监控能力

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Datadog LLM Observability 平台，旨在帮助企业应对大规模部署大语言模型应用时的复杂挑战。该工具通过端到端追踪和实时监控，让开发团队能够精准分析模型性能、响应延迟以及令牌消耗成本。为了保障应用安全，系统提供了专门的风险检测功能，可识别提示词注入、敏感隐私泄露及有害内容。此外，通过自动化的质量评估与语义聚类分析，用户可以有效监控回答的准确性并快速定位工作流中的故障根源。这种综合性的观测方案能显著提升生成式 AI 应用的稳定性、安全性与运营效率。

Episode metadata supplied by the publisher feed · Published Feb 18, 2026

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Datadog发布秘籍提升 LLM 性能、安全性和监控能力

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