惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

S
Secure Thoughts
雷峰网
雷峰网
罗磊的独立博客
T
The Blog of Author Tim Ferriss
阮一峰的网络日志
阮一峰的网络日志
量子位
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
云风的 BLOG
云风的 BLOG
人人都是产品经理
人人都是产品经理
GbyAI
GbyAI
Cisco Talos Blog
Cisco Talos Blog
Engineering at Meta
Engineering at Meta
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
A
About on SuperTechFans
D
Darknet – Hacking Tools, Hacker News & Cyber Security
The Cloudflare Blog
Know Your Adversary
Know Your Adversary
T
Threat Research - Cisco Blogs
Spread Privacy
Spread Privacy
D
DataBreaches.Net
T
The Exploit Database - CXSecurity.com
K
Kaspersky official blog
Cyberwarzone
Cyberwarzone
爱范儿
爱范儿
U
Unit 42
Security Latest
Security Latest
M
MIT News - Artificial intelligence
月光博客
月光博客
Scott Helme
Scott Helme
G
Google Developers Blog
有赞技术团队
有赞技术团队
T
Tor Project blog
宝玉的分享
宝玉的分享
Y
Y Combinator Blog
博客园 - Franky
H
Hackread – Cybersecurity News, Data Breaches, AI and More
aimingoo的专栏
aimingoo的专栏
The GitHub Blog
The GitHub Blog
V
V2EX
B
Blog
Apple Machine Learning Research
Apple Machine Learning Research
S
Securelist
博客园 - 三生石上(FineUI控件)
Blog — PlanetScale
Blog — PlanetScale
TaoSecurity Blog
TaoSecurity Blog
Stack Overflow Blog
Stack Overflow Blog
P
Proofpoint News Feed
腾讯CDC
D
Docker
Google Online Security Blog
Google Online Security Blog

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
Building a Travel Power Adapter Tool with Claude in a Weekend
Vientapps · 2026-05-04 · via DEV Community

I travel a lot. And every single time, I'm standing in an airport Googling "do I need an adapter for Thailand" while my boarding group is already lining up. The existing tools for this are bad. They're buried in blog posts from 2016 with popup ads, or they're a wall of text that doesn't actually answer the question.

I already had most of the data. My destination guides on Vientapps cover dozens of countries, and each one tracks the local plug type and voltage. The pieces were sitting there. I just needed to turn them into something interactive.

What it does

You pick where you're from and where you're going. It tells you: do you need an adapter, do you need a voltage converter, or do you need nothing. It covers 221 countries, all 15 plug types (A through O), and links you to the right adapter on Amazon if you need one.

There's a collapsible section with plug diagrams, a voltage comparison, and a converter guide. A table of popular routes (US to UK, US to France, etc.) with pre-computed answers. FAQs for the common questions. And the whole thing also works as an embeddable widget other travel sites can iframe in.

How I worked with Claude on this one

This was almost entirely Claude Code agentic runs. I described what I wanted, pointed it at my existing destination data, and let it build. My role was more like a product manager reviewing output than a developer writing code. I'd describe the feature, Claude would ship a complete implementation, I'd review it, and then tell it what to fix.

The initial build took one agentic run. The restyle took another. The whole thing was done in two sessions over two days.

The stack

Astro static page with all logic running client-side in a single <script> block. No framework, no React, no build step beyond what Astro already does. The country data and plug type info get serialized into JSON script tags at build time, then the client-side JS reads them and renders results.

I considered making this a separate app like PackSmart, but it didn't need a backend. Every possible result is just a comparison between two objects in a JSON array. No API calls, no server, no loading states.

export function getAdapterVerdict(origin: CountryElectrical, destination: CountryElectrical): AdapterVerdict {
  const originPlugs = new Set(origin.plugTypes);
  const shared = destination.plugTypes.filter((p) => originPlugs.has(p));
  const missing = destination.plugTypes.filter((p) => !originPlugs.has(p));
  const needsAdapter = shared.length === 0;
  const voltageMatch = Math.abs(origin.voltage - destination.voltage) <= 20;
  const needsConverter = !voltageMatch;

  const freqOrigin = Array.isArray(origin.frequency) ? origin.frequency : [origin.frequency];
  const freqDest = Array.isArray(destination.frequency) ? destination.frequency : [destination.frequency];
  const frequencyMatch = freqOrigin.some((f) => freqDest.includes(f));

  return { needsAdapter, needsConverter, sharedPlugTypes: shared, missingPlugTypes: missing, voltageMatch, frequencyMatch };
}

Enter fullscreen mode Exit fullscreen mode

That's the core logic. If none of your home country's plug types exist in the destination's list, you need an adapter. If the voltage difference is more than 20V, you need a converter. Simple, but it handles the edge cases: countries with multiple plug types, dual-voltage regions, frequency mismatches.

The hard part

Information hierarchy. The tool needs to answer one question fast: "do I need to buy something before my trip?" But it also needs to handle the follow-up questions: "what type?" and "what about my hair dryer?"

Claude's first implementation threw everything at the user at once. Plug diagrams, voltage charts, converter guides, notes about regional voltage variations. It was technically complete and practically unusable. Nobody landing on this page from Google wants to parse a wall of technical data. They want a yes/no verdict with a link to buy the thing.

The fix was progressive disclosure. The verdict sits at the top in a bold banner. The Amazon link is right below it. Everything else collapses behind a details element:

<details id="pf-details" class="pf-details mt-3">
  <summary class="pf-details-summary">
    <span>Voltage details, plug picture, and converter guide</span>
  </summary>
  <div class="pf-details-body">
    <!-- Plug type cards, voltage comparison, converter advice -->
  </div>
</details>

Enter fullscreen mode Exit fullscreen mode

Simple pattern, but it took two full restyle passes to get there because Claude kept defaulting to "show everything."

Where Claude surprised me

The data layer. Claude compiled a 221-country JSON dataset with plug types, voltages, frequencies, and edge-case notes in a single pass. Countries like Brazil where voltage varies by region, Cambodia where five different plug types are in use, Bangladesh where Type D and G are most common despite officially supporting five types.

{"name": "Brazil", "iso": "BR", "plugTypes": ["C", "N"], "voltage": 127, "frequency": 60, "notes": "Voltage varies by region: 127V in most of the southeast (Sao Paulo, Rio) and 220V in the south (Brasilia, Florianopolis) and northeast (Recife, Salvador). Always check before plugging in."}

Enter fullscreen mode Exit fullscreen mode

I spot-checked a bunch of these against IEC standards and travel forums. They were accurate. Claude also generated all 15 plug type SVGs inline, each with the correct pin layout, grounding, and shape. No external image files needed. That saved me from sourcing or licensing illustrations.

Where Claude fell short

The initial UI was a disaster. Claude built something that was technically functional but impossible to actually use. The country selectors were basic dropdowns with no search. The results showed every data point at once with no hierarchy. There was no visual distinction between "you need nothing" and "you need a specific adapter."

I had to run a complete restyle. The first attempt at the restyle was still too busy. I ended up having to be very specific about what I wanted: a horizontal picker row with flag emojis, a single bold verdict line, a dark CTA button, and everything else hidden behind a collapsible. Claude needed that level of direction to produce something clean.

The country picker alone went through multiple iterations:

function initPicker(root: HTMLElement, onSelect: (iso: string, name: string) => void) {
  const trigger = root.querySelector('.pf-picker-trigger') as HTMLButtonElement;
  const panel = root.querySelector('.pf-picker-panel') as HTMLElement;
  const search = root.querySelector('.pf-picker-search') as HTMLInputElement;
  // ...keyboard nav, filtering, popular chips, scroll-into-view
  return { setTriggerDisplay, selectIso };
}

Enter fullscreen mode Exit fullscreen mode

This picker has search, keyboard navigation, popular country chips, and proper ARIA. None of that existed in the first version. Claude could build each individual piece when asked, but it couldn't intuit what the right UX shape was from a high-level description.

What went wrong overall

Scope was actually fine here. The real problem was making two things at once: a standalone tool page and an embeddable widget. The widget version needs to work in an iframe at arbitrary widths, with theme detection, without any of the page chrome. That doubled the surface area for styling bugs.

I also launched it hidden behind a sitemap exclusion initially, which means I didn't get real feedback on the UX until I enabled it on the tools page. If I'd shown it to someone earlier, I might have caught the information-overload problem faster.

Where it is now

Live at /tools/plug-finder. Indexed, included in the tools listing, has an embeddable widget version for outreach. The affiliate links are working. It handles URL parameters (?from=US&to=GB) so you can deep-link to specific routes.

What I would do differently

Start with a wireframe. Not a pixel-perfect mockup, just a rough sketch of the information hierarchy: what does the user see first, what's hidden, what's the action. Claude is great at building whatever you describe, but it defaults to "show all the data" when you don't constrain the layout upfront. A 30-second sketch on paper would have saved me the entire restyle pass.

I'd also be more explicit about the "nothing needed" state. That's actually the most satisfying result for the user, and it deserves its own distinct treatment. Claude's first version treated it as just another line of text. Now it gets a big "Nothing." headline. Small thing, but it's the difference between a tool that feels good to use and one that just dumps information.