[KongchangAI]
Unverified50% confidenceFactExact time

AI Agent的依赖漂移是多维度风险，涉及推理API、向量数据库（如Pinecone、Weaviate）、orchestration框架（如LangChain、LlamaIndex）及外部工具集

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/22/2026
First Seen
Valid until: 10/20/2026

Sources

生产环境AI Agent依赖漂移：识别、应对与构建抗漂移系统

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UnverifiedAI Agent的运行依赖大语言模型API、向量数据库、工具调用接口、第三方SDK及各种快速迭代的框架，运行链条极长78% similarUnverifiedAI Agent可观测性从传统软件的日志、指标、追踪三支柱演化而来，并新增Token消耗、提示词版本、工具调用链、推理路径分叉、上下文窗口占用等维度75% similar

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