记录 AI 工具、开源应用、自托管部署和日常开发中的具体问题。
用 FreshRSS 搭建私人订阅阅读器：Docker 部署、自动刷新与 OPML 迁移
用官方Docker镜像部署FreshRSS1.30.0私人订阅阅读器，保存SQLite数据，设置自动刷新与OPML迁移，并处理新版内网订阅限制、SSH访问和版本更新。
用 Restic 给 VPS 做异地备份：SFTP 仓库、定时任务与恢复检查
用 Restic 和 SFTP 为 Linux VPS 建立异地备份，讲清仓库密码、数据库导出、systemd 定时任务、快照保留、数据检查与独立恢复的配置和边界。
在 VPS 上部署 DBX：用 Docker 和 Caddy 搭一个浏览器数据库工作台
从 Docker Compose、入口密码和 SSH 隧道开始，理清容器连接地址，再用 Caddy 接入 HTTPS，完成 DBX Web 的日常部署。
用 VPS 部署 CloudBeaver：把 PostgreSQL 和 MySQL 管理入口放进浏览器
从 Docker Compose、SSH 初始化到 Caddy HTTPS，讲清 CloudBeaver 社区版的工作区、数据库连接地址和上线检查。
用 VPS 部署 RSSHub：从 Docker Compose 到自己的订阅地址
从选 VPS 到接入阅读器，搭好 RSSHub、Redis 与 Caddy，处理访问密钥、HTTPS 和第一次路由验证。
用 Beszel 监控 VPS：Docker 部署、服务器接入和告警设置
用 Docker Compose 在 VPS 部署 Beszel 0.20.0，完成 HTTPS、本机与远程 Agent 接入、告警配置、备份和恢复，附真实测试界面与常见问题排查。
Gotify 安卓自建推送生产部署指南：从 Docker、TLS 到通知验收
面向生产使用的 Gotify 中文部署指南：覆盖 Docker Compose、/app/data 持久化、TLS 与 WebSocket、令牌边界、Android 保活、备份恢复和告警验收。
Gotify Reliability Runbook: Testing the Full Path from HTTP Alert to Android
A production-minded Gotify reliability guide focused on delivery contracts, WebSocket proxy checks, token boundaries, backups, synthetic monitoring, Android power policies, and recovery drills.
Laya benchmarks are useful, but trust needs more than a fast decision head
A noer.cc review of Laya as a local typed-decision layer: what its benchmark evidence supports, where calibration and routing matter, and how teams should decide whether to trust it.
cc-connect Security and Reliability Review: Remote Coding Agents Over Chat
An independent security and reliability review of cc-connect, covering chat-account compromise, allowlists, admin commands, yolo mode, work directories, shell and cron, attachments, web admin exposure, provider credentials, isolation, and release caveats.
Jev Typed Decision Patterns: A Practical Use-Case Catalog
A practical catalog of Jev decision-plane patterns: typed primitives, request design, support routing, LLM routers, agent permissions, RAG filters, guardrails, extraction, search, moderation, CI, games, limits, and adoption checks.
用 FileCodeBox 搭建自己的文件快递柜
用 FileCodeBox 给自己搭一个临时文件交接入口。从 VPS 选购、Docker 部署和 HTTPS，到游客上传权限、到期清理、磁盘配额与备份恢复，把文件发出去之后的维护也考虑进去。
用 Docmost 搭建自己的云笔记
从一台 VPS 开始，用 Docmost 建立自己的云笔记。把社区版边界、Docker 部署、域名访问和日常整理说清楚，也把备份、恢复、升级这些长期维护工作一并做完。
Jev Decision Automation Needs a Risk Register Before It Gets a Production Gate
A governance review of TypeSafe AI's Jev for structured decision automation, focused on failure modes, ownership, audit evidence, and production go/no-go controls.
Inkstone Security and Recovery Review: A Threat Register for Self-Hosted Notes
A practical security and recovery review for Inkstone self-hosting: Cloudflare control planes, owner recovery, backups, shares, MCP/API keys, updates, restore evidence, and operator duties.
DartNative Production Readiness: A Risk Review for Mobile Teams
A practical production-readiness review of DartNative: preview churn, private core, licensing, plugins, reproducible builds, observability, accessibility, CodePush, rollback, and staged adoption.
Organizational Thrashing Risk Review: When Busyness Hides Declining Outcomes
A risk-review framework for organizational thrashing: reporting load, context switching, zombie projects, ownership diffusion, leading indicators, escalation, and remediation.
Whiteboard Animation Works When Drawing Order Follows the Story
SRT Whiteboard Animation treats a hand-drawn video as a sequence of semantic reveals: compose simple source images, map subtitle events to regions, and use protectedRegions to keep later ideas hidden until their turn.
When Spring Event Is the Wrong Abstraction
Spring events reduce in-process coupling, but they do not provide durable delivery or atomic rollback. Use these decision rules before shipping them.