WD Blue SN570 坏块排查与 USB 安全弹出：Linux / Windows 全流程
case study Not tested Use caution从 SMART 与全盘只读扫描判断 SSD 是否真有坏块，到 NTFS 逻辑损坏的修复（ntfsfix / chkdsk），并附一个按序列号定位磁盘、自动卸载断电的安全弹出脚本。
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Linux USB 连接与挂载日志清理脚本：从风险审计到安全重构
case study Not tested Use caution一次针对 USB 连接与挂载日志维护脚本的安全审计与重构记录，重点讨论 USB 设备识别、日志备份、压缩日志处理、根盘保护、journal 清理与验证机制。
Read note →银河麒麟 V10 SP1 内网离线 C/C++ 开发环境构建指南
case study Not tested Version-sensitive Use cautionGuide to building an offline C/C++ development environment on air-gapped Kylin V10 SP1 servers, covering dependency analysis, local APT repositories, deployment, and automation.
Read note →Agent Swarm: 部署一个自主协作的 AI 编程团队
case study Review required Version-sensitive Use cautionIntroduction to Agent Swarm, an open-source multi-agent AI operating system, with a step-by-step focus on offline deployment of its Docker-based Lead and Worker architecture.
Read note →OOP vs ECS：游戏开发架构选型深度对比
deep dive Not testedDeep comparison of OOP and ECS game architectures across memory layout, code examples, performance numbers, and engine ecosystems to guide project decisions.
Read note →从零到一：构建你的 LLM 应用开发知识体系
Learning roadmap for LLM application development, mapping RAG, LangChain, LangGraph, and DeepAgents from fundamentals to production-grade agent workflows.
Read note →从零搭建 vLLM 多节点推理集群：Docker 部署全流程实战
case study Not tested Version-sensitive Use caution手把手教你用 Docker + Ray + vLLM 在多节点 GPU 集群上部署 70B+ 大模型推理服务，覆盖在线/离线安装、模型选型、性能调优与生产运维。
Read note →Protocol Buffers 完全指南：从原理到生产实践
deep dive Not tested深入理解 Protocol Buffers 的工作原理、编码机制、C++/Go/Python 实战，以及在 gRPC 微服务架构中的最佳实践。从零开始掌握这个 Google 级别的序列化方案。
Read note →New-API 部署同一模型双进程双端口：实现负载均衡与高可用的完整指南
runbook Review required Version-sensitive Use cautionDeploy two New-API processes for the same model on separate ports to achieve load balancing and high availability, with complete Docker Compose configuration and tuning notes.
Read note →Ubuntu 下搜狗输入法罢工了？5 种方法帮你快速重启
详细教程：在 Ubuntu 上重启搜狗输入法的各种方法，适用于 fcitx 和 ibus 框架。
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