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Google 开源生产 Agent 质量诊断工具 AQuA

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Google 在 ADK recipes 中开源了 AQuA（Ambient Quality Agent），一个在 Google Cloud 项目内常驻运行、诊断生产环境 Agent 故障的质量智能体。它从 Cloud Trace、Cloud Logging 或 BigQuery 按计划或按需抽取最多 1000 条近期会话，经采样、评审、聚类、验证、追踪五阶段流水线，把原始轨迹转化为经核实的洞察，且不进入请求路径、不回写 Agent。

Generated by AI from reports · Updated 4 days ago

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Google 开源 AQuA：诊断生产环境 Agent 故障的常驻质量智能体

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Oct 8
  1. googleblog.com
    Google 开源 AQuA：诊断生产环境 Agent 故障的常驻质量智能体

    Google 在 ADK recipes 中开源了 AQuA（Ambient Quality Agent），一个在 Google Cloud 项目内常驻运行、诊断生产环境 Agent 故障的质量智能体。它从 Cloud Trace、Cloud Logging 或 BigQuery 按计划或按需抽取最多 1000 条近期会话，经采样、评审、聚类、验证、追踪五阶段流水线，把原始轨迹转化为经核实的洞察，且不进入请求路径、不回写 Agent。评审阶段用九点清单对每条会话打分并生成 actual/expected 结构化发现；验证阶段由独立模型对照最多三份完整记录剔除证据不足的聚类。根因分析对照部署时的源码快照，定位到 planning/prompt.py:93 与 inspiration/prompt.py:23 并给出锚定修改建议，但不自行应用编辑或开 PR。

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6 days total1 ·Maximum1（Oct 8）·Today0

  • Oct 8New1 sources (1 outlets,0 accounts)
  • Oct 9New0 sources (0 outlets,0 accounts)
  • Oct 10New0 sources (0 outlets,0 accounts)
  • Oct 11New0 sources (0 outlets,0 accounts)
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Hourly attention

Current attention49·Peak in the comparable period51（Oct 9 03:00）·Change over the comparable past 24 hours 0%

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