GitHub Copilot 代码审查:一年增长 10 倍

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by anderskev
Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph, nodes, edges, checkpointing, or other LangGraph features. Catches common mistakes in state management, graph structure, and async patterns.
by anderskev
Reviews React Router code for proper data loading, mutations, error handling, and navigation patterns. Use when reviewing React Router v6.4+ code, loaders, actions, or navigation logic.
by anderskev
Reviews SQLAlchemy code for session management, relationships, N+1 queries, and migration patterns. Use when reviewing SQLAlchemy 2.0 code, checking session lifecycle, relationship() usage, or Alembic migrations.
这篇文章梳理了 Claude Code 中被归为 CVE-2026-35022 的三处高危命令注入问题,影响 CLI 0.2.87 和 Claude Code 2.1.87。给出的直接建议很明确:立刻升级、停用 authentication helpers、改为直接设置 ANTHROPIC_API_KEY,并且不要在 CI/CD 里对不受信任的 PR 运行这个 CLI。
Claude Design 是 Anthropic 推出的设计工具,可基于代码库或设计文件生成设计系统,并允许用户实时调整元素。它支持导出为 PDF、PPT 或 HTML,并能与 Canva 或 Claude Code 集成。不过,其 token 消耗较高,且目前处于研究预览阶段。