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Industry news, technical articles, and product introductions
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Claude Code (Opus 4.8) 一天内两次真实翻车：rg -rn flag 误用被 AI 判定为提示注入、凭空忏悔一次从未发生的文件删除——问题由 Fable 5 排查定案，Opus 4.8 多次测试未能自主发现。本文还原排查过程，并给出用 PostToolUse hook 建立真相基线日志的模型无关防御方案。
From named sessions and the /rewind time machine to context slimming, path-scoped rules, auto memory, and wiring Claude Code into CI with headless mode — 10 advanced techniques straight from the official docs that most users never open, each with the exact commands and when to use them.
The first half of 2026 pushed Claude Code well beyond the single-session workflow: multi-agent teams, subagents that recurse up to 5 levels deep, background sessions with Agent View, and an Opus-class Fast Mode. Based on the official docs and changelog, here is what each feature does, how to turn it on, and when it's actually worth using.
2026 年上半年 Claude Code 的能力边界被大幅推宽：多智能体团队协作、可递归 5 层的嵌套子代理、后台会话与 Agent View、Opus 级 Fast Mode。本文基于官方文档与 changelog，逐一讲清每个新功能是什么、怎么开、什么场景值得用。
从会话命名恢复、/rewind 时光机、上下文瘦身，到 headless 模式接入 CI、按路径生效的规则文件、自动记忆——10 个官方文档记载但多数人没用起来的 Claude Code 进阶技巧，每条都给出具体命令和适用场景。
Learn how Model Context Protocol (MCP) lets Claude Code connect to databases, APIs, and third-party services to extend your AI coding assistant's capabilities.
Deep dive into Claude Code's Hooks system. Learn to auto-run custom scripts before and after tool calls to build automation workflows that match your team's standards.
Everything you need to know about Claude Code — Anthropic's official AI coding assistant. Covers installation, core features, common commands, and practical tips.
Essential Claude Code tips including CLAUDE.md project configuration, context management, multi-file editing strategies, and team collaboration best practices.
A practical first-session guide to Claude Code: install it, log in, ask useful questions, and complete a first code change with a clean workflow.
How to use Claude Code's memory system and slash commands to keep project instructions, personal preferences, and reusable workflows organized.