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- Alibaba Cloud's Kitta code review agent reviews 70,000+ patches in OpenAnolis
At the 2026 Yunqi conference, Alibaba Cloud technical expert Zhou Yuanhang presented the practice behind Kitta, a code review agent that moved from generic review to domain expertise. According to InfoQ China, Kitta has reviewed more than 70,000 patches online in the OpenAnolis community, with 97% gate accuracy and a 62% merge rate; the team says its domain-customization method was validated across six areas including OS kernels, compilers and agent-platform applications, yielding 17.0%–31.6% review-quality gains (another passage in the article says 17%–30%). Kitta distills review principles and recurring defect patterns from project history, customizes both review flow and domain knowledge, and iterates via offline evaluation plus online behavioral feedback, while feeding data back into Qwen base models — the article says its data has been used in Qwen 3.8 flash training. All operating and improvement figures are self-reported by the team in the talk and were not independently measured.
InfoQ 中文 AI&大模型 · 🔥 0
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