Simon Willison 博客 · 2026/10/17 06:06:37

Anthropic 团队引入 Claude 实现代码审查自动化

原标题:Quoting Addy Osmani, Morgan Westlee Lunt, and Qing Wang
68AI 研判分
核心综述

Anthropic 的 Claude Code 团队将代码审查从人工门禁转变为 AI 持续辅助流程。Claude 在人类介入前自动完成大部分常规错误检查,使团队能聚焦于更高层级的逻辑与架构问题。

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We think "did a human read the code?" is an imprecise proxy for "what could go wrong with this change, and which check—automated or human—is the right one to catch it?" Asking that question also changed when review happens. Before, review was a gate at the end of the road: write the code, open a PR, wait for your colleague. Now, review runs continuously, more like spellcheck while you write. Most changes have been reviewed and fixed by Claude at least once before a human is asked to look. This catches most routine mistakes, and saves team attention for higher-level questions and scrutiny.

— Addy Osmani, Morgan Westlee Lunt, and Qing Wang, How the Claude Code team does code review

Tags: anthropic, claude, ai, claude-code, llms, addy-osmani, coding-agents, generative-ai, agentic-engineering, code-review