PolarDB-X

Headlines · 2

1. 4d
   PolarDB-X uses an Agent pipeline for database defect repair

   A PolarDB-X team article describes an Agent workflow that receives alerts or tickets, gathers logs, monitoring data and other system information, reproduces defects, modifies code, adds test cases, runs regression tests, and submits the results for developer review. The team says all alerts received first-pass analysis and handling, with a first-pass coverage rate of 100%. It also says that over six months, the workflow identified and recorded more than 200 defects from over 10,000 alert-handling instances; more than 70% of the defects could be reproduced stably and were fixed by the Agent before entering code review. These operational figures are team-reported and were not independently verified in the article.

   掘金 · 人工智能 · 🔥 0
2. Oct 19
   Alibaba Cloud details seven showcase teams in AI-native R&D experiment

   InfoQ Chinese recaps Alibaba Cloud's Yunqi conference forum on AI-native R&D organizations: over the past three months the company's CTO engineering line ran an AI Native exploration across a 6,000-plus-person R&D organization, using a "north star, blank space, sandbox" approach to select seven showcase teams that are in production, have observable business results and could be reused. Alibaba Cloud R&D vice president Tang Hong framed the agent computing paradigm as "model plus Harness plus Context," and argued that agents entering the production pipeline is the real dividing line, with AI Native passing through tool-native, workflow-native and organization-native stages. Reported results include one project cutting end-to-end processing from two hours to five minutes, another shortening release cycles from 40 days to 2 days, all alerts getting a first-pass agent analysis, STAROps accumulating more than 1,400 evaluation items, and an Agentic SOC team reducing average requirement cycles from 50.9 to 13.8 days; the authors state these figures do not represent overall performance and that reuse across teams still needs validation.

   InfoQ 中文 AI&大模型 · 🔥 0

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