<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Taiwan on Ricky</title><link>https://5b54be02.linzeyan.pages.dev/zh-tw/categories/taiwan/</link><description>Recent content in Taiwan on Ricky</description><generator>Hugo -- gohugo.io</generator><language>zh-tw</language><lastBuildDate>Fri, 11 Sep 2026 08:23:01 +0800</lastBuildDate><atom:link href="https://5b54be02.linzeyan.pages.dev/zh-tw/categories/taiwan/index.xml" rel="self" type="application/rss+xml"/><item><title>Til</title><link>https://5b54be02.linzeyan.pages.dev/zh-tw/posts/2026/20260911-til/</link><pubDate>Fri, 11 Sep 2026 08:23:01 +0800</pubDate><guid>https://5b54be02.linzeyan.pages.dev/zh-tw/posts/2026/20260911-til/</guid><description>&lt;ul>
&lt;li>&lt;a href="https://www.checklist.design/" target="_blank" rel="noopener">Checklist Design&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://tuxedono2.com/" target="_blank" rel="noopener">Tuxedo No.2 - A Cocktail Companion&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://mangamillion.shueisha.co.jp/" target="_blank" rel="noopener">MangaMillion&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://debloat.dev/" target="_blank" rel="noopener">debloat.dev — replace the junk&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://metawilo.com/" target="_blank" rel="noopener">台灣罪犯圖鑑&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://bsb.kh.edu.tw/" target="_blank" rel="noopener">直轄市及各縣市短期補習班資訊管理系統&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://coach-case-tracker.thinkingpower-office.workers.dev/" target="_blank" rel="noopener">各運動種類不適任教練名單 — 案源比對工作表&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.sports.gov.tw/News/6295" target="_blank" rel="noopener">運動部 - 涉及違法事件不適任教練資訊專區&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.sports.gov.tw/CoachDatas/6357" target="_blank" rel="noopener">運動部 - 教練證照查詢系統&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://crc.sfaa.gov.tw/ChildYoungLaw/Sanction?AspxAutoDetectCookieSupport=1" target="_blank" rel="noopener">CRC 聯合國兒童權利公約資訊網 - 違反兒少法&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://ma.mohw.gov.tw/Accessibility/VIOSearch/MASearchVIO" target="_blank" rel="noopener">衛生福利部 - 醫事人員性別事件資訊專區&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://ap.ece.moe.edu.tw/webecems/punishSearch.aspx" target="_blank" rel="noopener">全國教保資訊網 - 裁罰紀錄查詢&lt;/a>&lt;/li>
&lt;li>&lt;strong>Article&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://shopify.engineering/scaling-inventory-reservations" target="_blank" rel="noopener">We replaced Redis with MySQL for inventory reservations—and it scaled&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://tailscale.com/blog/sqlite-wal-reset-bug" target="_blank" rel="noopener">How we tracked down a 16-year-old SQLite bug&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Database&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/vlcn-io/cr-sqlite" target="_blank" rel="noopener">cr-sqlite - Convergent, Replicated, SQLite&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/amacneil/dbmate" target="_blank" rel="noopener">Dbmate is a database migration tool that will keep your database schema in sync across multiple developers and your production servers.&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Diagram&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/tt-a1i/archify" target="_blank" rel="noopener">Turn a codebase or system description into a polished, interactive system map — directly in chat.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/cathrynlavery/diagram-design" target="_blank" rel="noopener">Editorial diagrams your designer won&amp;rsquo;t hate.&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Github&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/drumih/turbo-fieldfare" target="_blank" rel="noopener">Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/liaohch3/claude-tap" target="_blank" rel="noopener">claude-tap is a local proxy and trace viewer for AI coding agents.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/Finb/Bark" target="_blank" rel="noopener">Bark is an iOS App which allows you to push custom notifications to your iPhone&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/darrylmorley/whatcable" target="_blank" rel="noopener">macOS menu bar app that tells you, in plain English, what each USB-C cable plugged into your Mac can actually do&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/img2threejs/img2threejs" target="_blank" rel="noopener">Rebuild the object in a reference image as a code-only, procedural Three.js model.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/darama22/Malware-Research-Hub" target="_blank" rel="noopener">MALWARE RESEARCH HUB&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/Pumpkin-MC/Pumpkin" target="_blank" rel="noopener">Pumpkin is a Minecraft server built entirely in Rust, offering a fast, efficient, and customizable experience.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/LodyAI/Lody" target="_blank" rel="noopener">Lody: A shared workspace for the coding agents your team already uses.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/Lakr233/vphone-cli" target="_blank" rel="noopener">Boot a virtual iPhone via Apple&amp;rsquo;s Virtualization.framework using PCC research VM infrastructure.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/uiverse-io/galaxy" target="_blank" rel="noopener">The largest Open-Source UI Library! Community-made and free to use. Made with either CSS or Tailwind.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/galaxyproject/galaxy" target="_blank" rel="noopener">Data intensive science for everyone.&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>MCP&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/dmtrKovalenko/fff" target="_blank" rel="noopener">fff: A file search toolkit for humans and AI agents.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/colbymchenry/codegraph" target="_blank" rel="noopener">Pre-indexed code knowledge graph, auto syncs on code changes.&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Present&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/hugohe3/ppt-master" target="_blank" rel="noopener">PPT Master — AI generates native PowerPoint from any document&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/nyblnet/bento" target="_blank" rel="noopener">Bento — the office suite that fits in a file&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/1weiho/open-slide" target="_blank" rel="noopener">The slide framework built for agents.&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Self-Hosted&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/fabriziosalmi/certmate" target="_blank" rel="noopener">CertMate - Certificate Lifecycle Management&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Skill&lt;/strong>
&lt;ul>
&lt;li>&lt;a href="https://github.com/emilkowalski/skills" target="_blank" rel="noopener">Skills for Designers and Engineers.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/dotnet/skills/blob/main/plugins/dotnet-test/agents/code-testing-generator.agent.md" target="_blank" rel="noopener">Test Generator Agent&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/mattpocock/skills" target="_blank" rel="noopener">Skills for Real Engineers. Straight from my .agents directory.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/htdt/godogen" target="_blank" rel="noopener">Autonomous game development for Godot, Bevy, and Babylon.js with Claude Code and Codex&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/leonxlnx/taste-skill" target="_blank" rel="noopener">Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/Emily2040/seedance-2.0" target="_blank" rel="noopener">Comprehensive production pipeline for quad-modal AI filmmaking with Seedance 2.0&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/dexhunter/seedance2-skill" target="_blank" rel="noopener">skill to create best prompts for generating videos with seedance2.0&lt;/a>&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ul></description></item><item><title>Articles</title><link>https://5b54be02.linzeyan.pages.dev/zh-tw/posts/2026/20260415-articles/</link><pubDate>Wed, 15 Apr 2026 09:22:42 +0800</pubDate><guid>https://5b54be02.linzeyan.pages.dev/zh-tw/posts/2026/20260415-articles/</guid><description>&lt;ul>
&lt;li>&lt;a href="https://ganhua.wang/singleflight" target="_blank" rel="noopener">SingleFlight&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://catcoding.me/p/apple-gatekeeper-scan/" target="_blank" rel="noopener">macOS 奇怪的安全扫码机制&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/xindoo/agentic-design-patterns" target="_blank" rel="noopener">Agentic Design Patterns&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://tw93.fun/2026-03-12/claude.html" target="_blank" rel="noopener">你不知道的 Claude Code：架构、治理与工程实践&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://tw93.fun/2026-03-21/agent.html" target="_blank" rel="noopener">你不知道的 Agent：原理、架构与工程实践&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/rtk-ai/rtk" target="_blank" rel="noopener">rtk: CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/Wilfred/difftastic" target="_blank" rel="noopener">difftastic: a structural diff that understands syntax&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.anisafifi.com/en/blog/i-ditched-elasticsearch-for-meilisearch-heres-what-nobody-tells-you/" target="_blank" rel="noopener">I Ditched Elasticsearch for Meilisearch. Here&amp;rsquo;s What Nobody Tells You.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://taiwan.md/" target="_blank" rel="noopener">策展島嶼的深度敘事&lt;/a>: &lt;a href="https://github.com/frank890417/taiwan-md" target="_blank" rel="noopener">https://github.com/frank890417/taiwan-md&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://colobu.com/2025/11/01/Linux%20%E4%B8%AD%E7%BD%91%E7%BB%9C%E5%8C%85%E7%9A%84%E4%B8%80%E7%94%9F/index/" target="_blank" rel="noopener">Linux 中网络包的一生&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/coderamp-labs/gitingest" target="_blank" rel="noopener">Gitingest: Turn any Git repository into a prompt-friendly text ingest for LLMs.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.ilograph.com/blog/posts/more-common-diagram-mistakes/" target="_blank" rel="noopener">7 More Common Mistakes in Architecture Diagrams&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://claude.com/resources/use-cases" target="_blank" rel="noopener">Use Cases&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/obra/superpowers" target="_blank" rel="noopener">Superpowers&lt;/a>: Superpowers is a complete software development workflow for your coding agents, built on top of a set of composable &amp;ldquo;skills&amp;rdquo; and some initial instructions that make sure your agent uses them.&lt;/li>
&lt;li>&lt;a href="https://github.com/affaan-m/everything-claude-code" target="_blank" rel="noopener">everything-claude-code&lt;/a>: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.&lt;/li>
&lt;li>&lt;a href="https://github.com/msitarzewski/agency-agents" target="_blank" rel="noopener">Agency Agents&lt;/a>: A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.&lt;/li>
&lt;li>&lt;a href="https://github.com/666ghj/MiroFish" target="_blank" rel="noopener">MiroFish: A Simple and Universal Swarm Intelligence Engine, Predicting Anything.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/lightpanda-io/browser" target="_blank" rel="noopener">Lightpanda Browser: the headless browser designed for AI and automation&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://blog.dailydoseofds.com/p/anatomy-of-the-claude-folder" target="_blank" rel="noopener">Anatomy of the .claude/ Folder&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/J-x-Z/cocoa-way" target="_blank" rel="noopener">Cocoa-Way: Native macOS Wayland Compositor written in Rust using Smithay. Experience seamless Linux app streaming on macOS without XQuartz.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/chenglou/pretext" target="_blank" rel="noopener">Pretext: Fast, accurate &amp;amp; comprehensive text measurement &amp;amp; layout&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.mgrunwald.com/ghostmoon/" target="_blank" rel="noopener">Ghostmoon.app: A Swiss Army Knife for your macOS menu bar&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.codingfont.com/" target="_blank" rel="noopener">CodingFont: A game to help you pick a coding font&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://piechowski.io/post/git-commands-before-reading-code/" target="_blank" rel="noopener">The Git Commands I Run Before Reading Any Code&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/memstechtips/Winhance" target="_blank" rel="noopener">Winhance: Application designed to optimize, customize and enhance your Windows experience.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://arhan.sh/blog/native-instant-space-switching-on-macos/" target="_blank" rel="noopener">Native Instant Space Switching on MacOS&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/Fluid-CAD/FluidCAD" target="_blank" rel="noopener">FluidCAD: Write CAD models in JavaScript. See the result in real time.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/VoltAgent/awesome-design-md" target="_blank" rel="noopener">Awesome DESIGN.md: Copy a DESIGN.md into your project, tell your AI agent &amp;ldquo;build me a page that looks like this&amp;rdquo; and get pixel-perfect UI that actually matches.&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://github.com/safishamsi/graphify" target="_blank" rel="noopener">graphify&lt;/a>: AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, OpenClaw, Factory Droid, Trae, Google Antigravity). Turn any folder of code, docs, papers, images, or videos into a queryable knowledge graph&lt;/li>
&lt;/ul>
&lt;hr>
&lt;h2 id="singleflight">SingleFlight&lt;/h2>
&lt;div class="highlight">&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;">&lt;code class="language-go" data-lang="go">&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f92672">package&lt;/span> &lt;span style="color:#a6e22e">analyzer&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#f92672">import&lt;/span> (
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#e6db74">&amp;#34;context&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#e6db74">&amp;#34;sync&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#e6db74">&amp;#34;golang.org/x/sync/singleflight&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#e6db74">&amp;#34;github.com/nathan/stock_bot/internal/storage&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>)
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#66d9ef">type&lt;/span> &lt;span style="color:#a6e22e">AnalysisService&lt;/span> &lt;span style="color:#66d9ef">struct&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">genai&lt;/span> &lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">GenAIClient&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">d1Client&lt;/span> &lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">storage&lt;/span>.&lt;span style="color:#a6e22e">D1Client&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">stockCache&lt;/span> &lt;span style="color:#66d9ef">map&lt;/span>[&lt;span style="color:#66d9ef">string&lt;/span>]&lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">mu&lt;/span> &lt;span style="color:#a6e22e">sync&lt;/span>.&lt;span style="color:#a6e22e">RWMutex&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">sf&lt;/span> &lt;span style="color:#a6e22e">singleflight&lt;/span>.&lt;span style="color:#a6e22e">Group&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>}
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#66d9ef">func&lt;/span> (&lt;span style="color:#a6e22e">s&lt;/span> &lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">AnalysisService&lt;/span>) &lt;span style="color:#a6e22e">analyzeStock&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span> &lt;span style="color:#a6e22e">context&lt;/span>.&lt;span style="color:#a6e22e">Context&lt;/span>, &lt;span style="color:#a6e22e">code&lt;/span>, &lt;span style="color:#a6e22e">name&lt;/span> &lt;span style="color:#66d9ef">string&lt;/span>) (&lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>, &lt;span style="color:#66d9ef">error&lt;/span>) {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 1. 第一層防護：檢查記憶體快取 (L1 Cache)&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">mu&lt;/span>.&lt;span style="color:#a6e22e">RLock&lt;/span>()
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">result&lt;/span>, &lt;span style="color:#a6e22e">ok&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">stockCache&lt;/span>[&lt;span style="color:#a6e22e">code&lt;/span>]; &lt;span style="color:#a6e22e">ok&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">mu&lt;/span>.&lt;span style="color:#a6e22e">RUnlock&lt;/span>()
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">result&lt;/span>, &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">mu&lt;/span>.&lt;span style="color:#a6e22e">RUnlock&lt;/span>()
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 2. 第二層防護：Singleflight (請求合併)&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">key&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#e6db74">&amp;#34;stock:&amp;#34;&lt;/span> &lt;span style="color:#f92672">+&lt;/span> &lt;span style="color:#a6e22e">code&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">v&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span>, &lt;span style="color:#a6e22e">_&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">sf&lt;/span>.&lt;span style="color:#a6e22e">Do&lt;/span>(&lt;span style="color:#a6e22e">key&lt;/span>, &lt;span style="color:#66d9ef">func&lt;/span>() (&lt;span style="color:#66d9ef">interface&lt;/span>{}, &lt;span style="color:#66d9ef">error&lt;/span>) {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 3. 執行昂貴的邏輯 (DB + Gemini API)&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">result&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">doAnalyzeStock&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span>, &lt;span style="color:#a6e22e">code&lt;/span>, &lt;span style="color:#a6e22e">name&lt;/span>)
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">!=&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 4. 寫入快取 (務必在 singleflight 內部完成，防止下一波瞬間擊穿)&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">mu&lt;/span>.&lt;span style="color:#a6e22e">Lock&lt;/span>()
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">stockCache&lt;/span>[&lt;span style="color:#a6e22e">code&lt;/span>] = &lt;span style="color:#a6e22e">result&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">mu&lt;/span>.&lt;span style="color:#a6e22e">Unlock&lt;/span>()
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">result&lt;/span>, &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> })
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">!=&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">v&lt;/span>.(&lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>), &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>}
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#66d9ef">func&lt;/span> (&lt;span style="color:#a6e22e">s&lt;/span> &lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">AnalysisService&lt;/span>) &lt;span style="color:#a6e22e">doAnalyzeStock&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span> &lt;span style="color:#a6e22e">context&lt;/span>.&lt;span style="color:#a6e22e">Context&lt;/span>, &lt;span style="color:#a6e22e">code&lt;/span>, &lt;span style="color:#a6e22e">name&lt;/span> &lt;span style="color:#66d9ef">string&lt;/span>) (&lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>, &lt;span style="color:#66d9ef">error&lt;/span>) {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 建立一個子 Context 用於內部的多個非同步任務&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">g&lt;/span>, &lt;span style="color:#a6e22e">ctx&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">errgroup&lt;/span>.&lt;span style="color:#a6e22e">WithContext&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span>)
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">var&lt;/span> &lt;span style="color:#a6e22e">dbData&lt;/span> &lt;span style="color:#66d9ef">string&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">var&lt;/span> &lt;span style="color:#a6e22e">aiResult&lt;/span> &lt;span style="color:#66d9ef">string&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 任務 1：查資料庫&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">g&lt;/span>.&lt;span style="color:#a6e22e">Go&lt;/span>(&lt;span style="color:#66d9ef">func&lt;/span>() &lt;span style="color:#66d9ef">error&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 隨時檢查 Context 是否已取消&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">select&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">case&lt;/span> &lt;span style="color:#f92672">&amp;lt;-&lt;/span>&lt;span style="color:#a6e22e">ctx&lt;/span>.&lt;span style="color:#a6e22e">Done&lt;/span>():
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">ctx&lt;/span>.&lt;span style="color:#a6e22e">Err&lt;/span>()
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">default&lt;/span>:
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 模擬資料庫查詢&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">dbData&lt;/span> = &lt;span style="color:#e6db74">&amp;#34;Historical Data&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> })
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 任務 2：呼叫 Gemini API&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">g&lt;/span>.&lt;span style="color:#a6e22e">Go&lt;/span>(&lt;span style="color:#66d9ef">func&lt;/span>() &lt;span style="color:#66d9ef">error&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 將 ctx 傳入 API 客戶端，讓它能跟隨整體的超時控制&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">res&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">genai&lt;/span>.&lt;span style="color:#a6e22e">Generate&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span>, &lt;span style="color:#e6db74">&amp;#34;Analyze this: &amp;#34;&lt;/span>&lt;span style="color:#f92672">+&lt;/span>&lt;span style="color:#a6e22e">code&lt;/span>)
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">!=&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">err&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">aiResult&lt;/span> = &lt;span style="color:#a6e22e">res&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> })
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 等待所有任務完成或其中一個出錯&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">g&lt;/span>.&lt;span style="color:#a6e22e">Wait&lt;/span>(); &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">!=&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#f92672">&amp;amp;&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>{&lt;span style="color:#a6e22e">Data&lt;/span>: &lt;span style="color:#a6e22e">dbData&lt;/span>, &lt;span style="color:#a6e22e">Analysis&lt;/span>: &lt;span style="color:#a6e22e">aiResult&lt;/span>}, &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>}
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>&lt;span style="color:#66d9ef">func&lt;/span> (&lt;span style="color:#a6e22e">s&lt;/span> &lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">AnalysisService&lt;/span>) &lt;span style="color:#a6e22e">analyzeStockWithMetrics&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span> &lt;span style="color:#a6e22e">context&lt;/span>.&lt;span style="color:#a6e22e">Context&lt;/span>, &lt;span style="color:#a6e22e">code&lt;/span> &lt;span style="color:#66d9ef">string&lt;/span>) (&lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>, &lt;span style="color:#66d9ef">error&lt;/span>) {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">key&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#e6db74">&amp;#34;stock:&amp;#34;&lt;/span> &lt;span style="color:#f92672">+&lt;/span> &lt;span style="color:#a6e22e">code&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">v&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span>, &lt;span style="color:#a6e22e">shared&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">sf&lt;/span>.&lt;span style="color:#a6e22e">Do&lt;/span>(&lt;span style="color:#a6e22e">key&lt;/span>, &lt;span style="color:#66d9ef">func&lt;/span>() (&lt;span style="color:#66d9ef">interface&lt;/span>{}, &lt;span style="color:#66d9ef">error&lt;/span>) {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">doAnalyzeStock&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span>, &lt;span style="color:#a6e22e">code&lt;/span>, &lt;span style="color:#e6db74">&amp;#34;Name&amp;#34;&lt;/span>)
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> })
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#75715e">// 紀錄監控指標：分辨是「原始呼叫」還是「共享結果」&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">status&lt;/span> &lt;span style="color:#f92672">:=&lt;/span> &lt;span style="color:#e6db74">&amp;#34;original&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">shared&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">status&lt;/span> = &lt;span style="color:#e6db74">&amp;#34;shared&amp;#34;&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">s&lt;/span>.&lt;span style="color:#a6e22e">sfCounter&lt;/span>.&lt;span style="color:#a6e22e">Add&lt;/span>(&lt;span style="color:#a6e22e">ctx&lt;/span>, &lt;span style="color:#ae81ff">1&lt;/span>, &lt;span style="color:#a6e22e">metric&lt;/span>.&lt;span style="color:#a6e22e">WithAttributes&lt;/span>(
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">attribute&lt;/span>.&lt;span style="color:#a6e22e">String&lt;/span>(&lt;span style="color:#e6db74">&amp;#34;stock_code&amp;#34;&lt;/span>, &lt;span style="color:#a6e22e">code&lt;/span>),
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#a6e22e">attribute&lt;/span>.&lt;span style="color:#a6e22e">String&lt;/span>(&lt;span style="color:#e6db74">&amp;#34;type&amp;#34;&lt;/span>, &lt;span style="color:#a6e22e">status&lt;/span>),
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> ))
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">if&lt;/span> &lt;span style="color:#a6e22e">err&lt;/span> &lt;span style="color:#f92672">!=&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span> {
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#66d9ef">nil&lt;/span>, &lt;span style="color:#a6e22e">err&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> }
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span> &lt;span style="color:#66d9ef">return&lt;/span> &lt;span style="color:#a6e22e">v&lt;/span>.(&lt;span style="color:#f92672">*&lt;/span>&lt;span style="color:#a6e22e">StockAnalysisResult&lt;/span>), &lt;span style="color:#66d9ef">nil&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>}
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;hr>
&lt;h2 id="macos-奇怪的安全扫码机制">macOS 奇怪的安全扫码机制&lt;/h2>
&lt;div class="highlight">&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;">&lt;code class="language-shell" data-lang="shell">&lt;span style="display:flex;">&lt;span>&lt;span style="color:#75715e"># 查看最近的 syspolicyd 扫描记录&lt;/span>
&lt;/span>&lt;/span>&lt;span style="display:flex;">&lt;span>log show --predicate &lt;span style="color:#e6db74">&amp;#39;subsystem == &amp;#34;com.apple.syspolicy.exec&amp;#34;&amp;#39;&lt;/span> --last 5m --style compact | grep performScan
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/div>&lt;p>&lt;code>System Settings → Privacy &amp;amp; Security → Full Disk Access，给 VS Code 完全磁盘访问权限有效&lt;/code>&lt;/p></description></item></channel></rss>