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DEV Community • 2026-04-21 03:55

5 Supabase Patterns I Learned Building an Open-Source WhatsApp Platform

I've been building OpenBSP — an open-source WhatsApp Business Platform — on Supabase since 2023. Back then, Supabase was promising but not what it has become today. Over these years I got to know its features in depth. Here are 5 patterns I came up with while building a production multi-tenant messaging platform. Some are elegant, some are workarounds. All of them are running in production. ...

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8m read
DEV Community • 2026-04-21 03:55

Você já usa IA pra codar. Mas será que tá usando do jeito certo?

Você já usa IA pra codar. Mas será que tá usando do jeito certo? Extensão instalada, atalho configurado... Você abre o painel lateral, descreve o que precisa, a IA responde. Funciona. É sensacional. Masvocê já tentou usar o Claude Code direto no terminal? A maioria das devs que usa extensões de IA nunca fez essa transição, até porque a extensão já resolve. O conforto vira um teto invi...

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7m read
DEV Community • 2026-04-21 03:53

The Brutal Truth About My "Second Brain": What 33 Dev.to Posts Taught Me About Failure

The Brutal Truth About My "Second Brain": What 33 Dev.to Posts Taught Me About Failure The Dream That Became My Digital Hoarding Monster Honestly, I never thought my little knowledge management project would turn into... this. It started like any other developer project - "I'll build a simple system to organize my notes!" - and ended with me staring at 2,847 articles saved, 8...

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8m read
DEV Community • 2026-04-21 03:49

The AI Agent Market Is Splitting in Two — And Most Builders Don't Realize It Yet

Everyone's building "AI agents" in 2026. But after watching 50+ launches and talking to dozens of founders, I'm convinced we're actually seeing two completely different markets masquerading under one label. Market A: Task Agents (Replace a Workflow) These are the schedulers, expense filers, inbox triagers. Clear inputs, clear outputs, measurable ROI. Examples: Lindy, Zapier Agents, Wo...

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2m read
AI 时代的“开发者圣地”:深度解读 Hugging Face 与魔搭社区
DEV Community • 2026-04-21 03:47

AI 时代的“开发者圣地”:深度解读 Hugging Face 与魔搭社区

AI 时代的“开发者圣地”:深度解读 Hugging Face 与魔搭社区 大家好,我是彪哥。 在传统的编程时代,GitHub 是所有人的信仰。但到了 2026 年,如果你只盯着 GitHub, 就像是在工业时代只盯着打铁铺,却没看到不远处的发电厂。 AI 的爆发让软件开发从“逻辑驱动”转向了“模型驱动”。 在这种大环境下,Hugging Face和魔搭应运而生。 它们不再仅仅是存代码的地方,而是 AI 的“兵工厂”和“武器库”。 本文将带你深入这两个社区,看清它们是如何重塑我们这些“硬核开发者”的生产力的。 一、 Hugging Face:AI 界的“瑞士”与全球标准 如果说 AI 圈有一位“带头大哥”,那一定是 Hugging Face。 1. 从“库”到“生态”的华丽转身 最初,Hugging...

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1m read
I Do the Same 4 Steps Every Time I Scan a Document. So I Automated All of Them. [Devlog #5]
DEV Community • 2026-04-21 03:46

I Do the Same 4 Steps Every Time I Scan a Document. So I Automated All of Them. [Devlog #5]

All tests run on an 8-year-old MacBook Air. Scan → OCR → compress → save to the right folder. Every. Single. Time. Not complex enough to write a script for. Too repetitive to keep doing manually. So I built a pipeline engine into the app — and here's how the architecture works. The idea: steps as data Each operation (OCR, compress, encrypt, rename, watermark, save) is a typed StepTy...

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2m read
DEV Community • 2026-04-21 03:46

The 2026 HIPAA Compliance Checklist for Developers and IT Teams

If you're building or maintaining software that touches protected health information (PHI), HIPAA compliance isn't something you can hand off to legal and forget about. The technical safeguards are your responsibility. This checklist covers the requirements that actually matter for development and IT teams in 2026 — not the administrative fluff that compliance consultants pad their reports with. ...

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4m read
HackerNoon - css • 2026-04-21 03:44

How to Create a Sparkly-Spoiler Effect like the one in Threads Mobile App - Erik's Code Space

This tutorial shows how to recreate Threads’ sparkly spoiler effect using HTML, CSS, and JavaScript. You’ll structure spoiler markup, blur hidden text, generate animated sparkles with keyframes, and toggle visibility on click. It’s a practical deep dive into DOM manipulation, CSS animations, and interactive UI design patterns you can reuse in real projects.Read All

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1m read
RAG in Practice — Part 6: RAG, Fine-Tuning, or Long Context?
DEV Community • 2026-04-21 03:43

RAG in Practice — Part 6: RAG, Fine-Tuning, or Long Context?

Part 6 of 8 — RAG Article Series Previous: Build a RAG System in Practice (Part 5) The Question You Should Have Asked Before Building You built a RAG system in Part 5. It loads documents, chunks them, embeds them, retrieves relevant chunks, and generates answers. It works. But was RAG the right tool for that problem? Not every knowledge problem needs retrieval. Some problems need beh...

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10m read
Building Expo Architect: A PWA-First LLM Configurator with Expo SDK 55
DEV Community • 2026-04-21 03:43

Building Expo Architect: A PWA-First LLM Configurator with Expo SDK 55

Why build this Expo Router solved a lot of app structure complexity, but configuration still slows teams down. You still need to correctly wire permissions, splash colors, orientation, and platform-specific fields. Expo Architect compresses that setup loop into one flow: describe what you want in plain English, generate a valid Expo app.json grounded by Expo docs, preview it instantl...

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3m read
Hacker News: Front Page • 2026-04-21 03:43

Anthropic says OpenClaw-style Claude CLI usage is allowed again

Article URL: https://docs.openclaw.ai/providers/anthropic Comments URL: https://news.ycombinator.com/item?id=47844269 Points: 7 # Comments: 2

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1m read
DEV Community • 2026-04-21 03:41

head.tsx Is Just a React Component: Dynamic SEO Meta from Loader Data

Look at how most frameworks handle <head>: // Next.js export const metadata = { title: 'Blog Post', description: '...', openGraph: { title: '...', images: [...] }, } // Remix export const meta: MetaFunction = ({ data }) => [ { title: 'Blog Post' }, { name: 'description', content: '...' }, { property: 'og:image', content: data.post.coverImage }, ] Metadata is a config...

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7m read
DEV Community • 2026-04-21 03:40

Architecting Your AI Stack for Frictionless Cross-Border Trade

The Paperwork Bottleneck Every Southeast Asia cross-border seller knows the frustration: a customs delay in Thailand, a misclassification penalty in Vietnam, or the sheer hours lost manually preparing declarations for five different markets. This administrative drag kills scalability. The solution isn't more manpower; it's intelligent automation. Principle: The Centralized Kno...

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2m read
DEV Community • 2026-04-21 03:39

What Is a HIPAA Security Risk Analysis? A Developer's Breakdown of the Most Important Compliance Requirement

If you work in healthcare IT — whether you're building EHR integrations, managing cloud infrastructure for a clinic, or developing patient-facing apps — there's one HIPAA requirement that matters more than any other: the Security Risk Analysis (SRA). It's the #1 finding in OCR (Office for Civil Rights) audits. It's the document regulators ask for first. And it's the requirement most healthcare or...

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4m read
Lobsters • 2026-04-21 03:38

256 Lines or Less: Test Case Minimization

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1m read
🦸Let Superheroes Cheer You Up (AI Avatar v6: Chrome Extension + VS Code Extension)
DEV Community • 2026-04-21 03:36

🦸Let Superheroes Cheer You Up (AI Avatar v6: Chrome Extension + VS Code Extension)

Intro I created an AI avatar, a VRM 3D character that reacts when you chat with AI or press Enter, and I keep updating it. I have been using the same avatar (Ninja Girl) as the default avatar from the beginning. Although you can change the avatar to your own, it would be more fun if there were several default avatars and each had its own animations and stories. We can change the avatars...

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4m read
DEV Community • 2026-04-21 03:35

The Inflection Point Theory: How to Read Stocks the Way You Read People

The Inflection Point Theory: How to Read Stocks the Way You Read People What If Stock Selection Is Not About Numbers? Most quant models are built on one assumption: the future looks like the past. You find patterns in price history, assume they repeat, and trade accordingly. But what if you're watching the wrong thing entirely? A mentor I know doesn't pick stocks the way Wa...

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6m read
DEV Community • 2026-04-21 03:33

How I turned a boring government database into a developer API (and got my first paying customer)

I built a REST API for the Austrian company register - here's what happened Austria has a public company register called the Firmenbuch. It lists around 500,000 registered companies: addresses, managing directors, shareholders, legal form, and annual financial statements going back years. Useful stuff if you want to research a company before a job application, check a business partner, or just sa...

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3m read
DEV Community • 2026-04-21 03:33

From Failure to Function: How My 1,847-Hour Knowledge Project Finally Found Its Purpose

From Failure to Function: How My 1,847-Hour Knowledge Project Finally Found Its Purpose Looking back at my two-year journey with Papers, I have to be honest: I made every mistake possible. I started with dreams of building the perfect "second brain," poured 1,847 hours into development, and ended up with a system that only 2.9% of my saved articles actually provided value. Yet somehow, ...

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7m read
TestSprite — localized dev review with feedback
DEV Community • 2026-04-21 03:31

TestSprite — localized dev review with feedback

TestSprite 本地化开发测试实战:一次深度的国际化体验评测 前言 作为一名长期关注软件国际化(i18n)和本地化(l10n)的开发者,我一直在寻找能够有效测试应用程序在不同语言环境下表现的工具。最近,我在实际项目中使用了 TestSprite,并针对其本地化处理能力进行了深度测试。本文将分享我的真实使用体验,特别是在中文环境下的表现。 测试环境与项目背景 我选择了一个正在开发的电商管理后台系统作为测试对象,该项目使用 React + TypeScript 技术栈,需要支持中文、英文和日文三种语言。项目中涉及大量的日期时间显示、货币格式化、数字统计以及用户输入处理。 测试配置: 操作系统:macOS 14.2 浏览器:Chrome 120 项目框架:React 18.2 + Vite 国际化库:react-i1...

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2m read
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