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#LangSmith

2 posts tagged "langsmith"

3

Part 3 — 用 AI Bot 打造顧問團隊(三):評估、維運與優化計畫

AI 顧問 Agent 團隊上線後怎麼辦?本文從 DevOps/SRE 角度,涵蓋系統效能評估、品質驗證、監控告警、部署策略、以及持續改善的 Roadmap。

Apr 30, 2026 ·25 min
19

Part 19 — FDE 面試準備指南(十九):RKK 實戰——Multi-Agent 系統的統計評估與細粒度追蹤

以系統設計視角拆解 Multi-Agent 系統的 Observability 架構:為什麼多 Agent 的評估比 RAG 複雜一個量級、Granular Tracing 的設計原理、Trajectory Evaluation 方法,以及如何找出是哪個 Agent 拖累了整體表現

Jun 4, 2026 ·16 min

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