---
id: "lib-2026-10-19-kitta-domain-code-review-agent"
type: "library"
title: "Kitta domain code-review agent"
title_original: "代码审查进化：从通用审查到领域专家，Kitta 代码审查智能体的实践"
lang: "ZH"
org: "Alibaba / OpenAnolis 龙蜥 (InfoQ, 周远航)"
source_type: "Practitioner post"
date: "2026-10-19"
week: "2026-W43"
url: "https://nosov.ai/library/lib-2026-10-19-kitta-domain-code-review-agent/"
original_url: "https://www.infoq.cn/article/iVYVyKE37LYd89IrcZ9f"
tags: ["lane a", "software delivery", "code review"]
frames: ["verification-capacity"]
---

# Kitta domain code-review agent

Original title: 代码审查进化：从通用审查到领域专家，Kitta 代码审查智能体的实践

## English summary

70k+ kernel patches reviewed in production for ANCK: gate accuracy 97%, merge rate 62%; backport consistency comments adopted 70.4% at 99.8% accuracy vs in-house PR review comments adopted 41.8% at 73.6% accuracy; domain tuning +17-30% review quality across 6 domains.

Original: https://www.infoq.cn/article/iVYVyKE37LYd89IrcZ9f