DEV Community • 2026-04-25 15:46

How AutoGLM Brings AI-Powered Browser Automation to Everyone

*This is a submission for the OpenClaw Writing Challenge What AutoGLM Is and Why It Matters Most automation tools demand that you speak their language — XPath selectors, CSS classes, API schemas, script syntax. AutoGLM flips that equation. Built on top of OpenClaw's browser control infrastructure, it accepts natural language instructions and translates them into browser actions. You de...

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Your Pipeline Is 28.3h Behind: Catching Business Sentiment Leads with Pulsebit
DEV Community • 2026-04-25 15:40

Your Pipeline Is 28.3h Behind: Catching Business Sentiment Leads with Pulsebit

Your Pipeline Is 28.3h Behind: Catching Business Sentiment Leads with Pulsebit We just uncovered a fascinating anomaly in the sentiment data: a 24-hour momentum spike of -0.587 in the business sector. What’s more intriguing is that the English press is leading this conversation with a 28.3-hour head start. In a world driven by rapid information flows, this lag is a wake-up call for anyo...

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DEV Community • 2026-04-25 15:39

The Art of Reverse Prompting

A couple of years ago I had to write documentation for my team's next epic. All the ideas were in my head. POCs done, tradeoffs clear. But nothing was on paper. And the meeting was soon. Staring at a blank page, I tried something that felt a little silly at the time. Instead of telling the AI what to write, I asked it to interview me: I have a plan for the team's next epic. I have done some PO...

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DEV Community • 2026-04-25 15:39

TechHub: System Documentation

TechHub is a professional tech news and bookmark management platform. This guide covers the architecture, API reference, and setup procedures for developers. System Overview TechHub is a full-stack web application built with Next.js 15 (App Router). It serves as a proxy for the Hacker News Firebase API and allows users to manage bookmarks in a local SQLite database using Prisma ORM. 1.1 Technol...

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DEV Community • 2026-04-25 15:36

Git Is Your Seat Belt When You Build With AI

You build with Claude Code or Cursor, the result works, you make one more change, suddenly the app is broken. Login no longer works, a file is empty, something in the database structure is different. Editor undo? Only works for one file. The AI touched eight. Anyone who has lived through this knows what comes next: three to four hours of repair. Anyone who has not lived through it will. There is a...

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DEV Community • 2026-04-25 15:35

Is a Data Science Bootcamp Worth It in 2026?

If you’re typing data science bootcamp worth it into Google, you’re probably stuck between two fears: wasting money on hype, or wasting time learning the “wrong” stuff. Bootcamps can be a fast track, but only if they match your constraints (time, budget, learning style) and your target role (analyst vs ML engineer vs data scientist). What you actually buy with a bootcamp A bootcamp isn...

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4m read
Three Known Extensions of E=mc Simulations
DEV Community • 2026-04-25 15:35

Three Known Extensions of E=mc Simulations

Three Known Extensions of E=mc² Simulations Interactive Visualization The rest energy equation E = mc² represents a special case within a broader theoretical framework. When mass is in motion or embedded in external fields, the energy-momentum relation requires additional terms. This interactive visualization demonstrates three distinct extensions: 1. Gravity (Valid...

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My RAG Pipeline Was 84% Confident — And Completely Wrong.
DEV Community • 2026-04-25 15:29

My RAG Pipeline Was 84% Confident — And Completely Wrong.

I built a production-grade RAG system called PrecisionRAG. It combines Self-RAG and CRAG (Corrective RAG) techniques, runs on LangGraph, has hallucination checking, answer revision loops, usefulness checks, corrective re-retrieval before web search fallback - and more. Then I asked it a simple factual question and it gave me a confidently wrong answer. 84% confidence. Fully Supported. 100% usefu...

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Introducing Xim Remote: The Ultimate Free, Open-Source Alternative to AirDroid
DEV Community • 2026-04-25 15:25

Introducing Xim Remote: The Ultimate Free, Open-Source Alternative to AirDroid

🚀 Xim Remote — A Privacy-First, Open-Source Remote Control App for Android Are you tired of bloated, subscription-based remote control apps that lock essential features behind a paywall? I was too. ❌ The Problem with Current Solutions If you've ever searched for a reliable Android remote access app, you already know the situation: "Free" plans come with heavy limitat...

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DEV Community • 2026-04-25 15:24

Building a Self-Operating SaaS: How AI Runs My Company While I Sleep

Building a Self-Operating SaaS: How AI Runs My Company While I Sleep Target [x] Medium (long-form, narrative) [ ] Substack (newsletter) Draft Introduction What if your SaaS could operate itself? I'm building "Jibun Corp" — a Japanese life management platform that competes with 14 different SaaS products simultaneously. From Notion to Slack, from Mone...

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DEV Community • 2026-04-25 15:24

Microservices vs Monolito: Quando faz sentido usar cada um?

Introdução Se você já começou a estudar arquitetura de software, provavelmente se deparou com uma dúvida bem comum: afinal, é melhor usar monolito ou microservices? A verdade é que não existe uma resposta única. Tudo depende do contexto. E entender isso faz muita diferença na hora de construir um sistema que realmente funcione bem no mundo real. Neste artigo, vou te explicar de forma simples o ...

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DEV Community • 2026-04-25 15:24

【週次成長記録】自分株式会社 Week 13 (2026-03-21〜2026-03-27) — Building in Public

【週次成長記録】自分株式会社 Week 13 (2026-03-21 〜 2026-03-27) 今週の数字 指標 先週 今週 変化 登録ユーザー数 4人 4人 ±0 実装済み機能数 42 48 +6 競合カバー率 18% 22% +4pt flutter analyze エラー 0 0 維持 進捗バー 短期計画 (〜2026-06-30) ████░░░░░░ 35% 中期計画 (〜2027-03-31) ██░░░░░░░░ 15% 長期計画 (〜2029-03-31) █░░░░░░░░░ 8% 今週やったこと 🏗️ 開発 Schedule タスク実行状況モニター — 管理者ダッシュボードで9つの自動化タスクの...

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DEV Community • 2026-04-25 15:22

Fine-tuning vs. RAG: A Cost-Benefit Framework

Two common questions show up within the first month of any serious AI initiative. Should we fine-tune a model on our data? Should we build a retrieval system on top of a general model instead? The two approaches solve overlapping problems, cost very different amounts, and require very different operational discipline. Teams that pick wrong usually do not find out for six to twelve months. This po...

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DEV Community • 2026-04-25 15:21

AI Observability: Monitoring Agent Failures in Production

Teams that ship AI-powered features often discover, six months in, that their observability stack was designed for a different kind of software. Traditional monitoring tells you when a service returns a five-hundred, when latency spikes, when a queue backs up. These signals are still necessary for AI workloads. They are no longer sufficient. The distinctive failure modes of production AI systems ...

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Newest questions tagged css - Stack Overflow • 2026-04-25 15:19

InkDes Email Studio HTML breaks after export rendering issues

I’m using InkDes Email Studio with React style components to build HTML emails. It looks fine in the editor, but after exporting and sending, the email layout breaks. Issues include: Broken spacing/layout Missing or inconsistent styles Different rendering in Gmail and Microsoft Outlook I already tried inline styles and simpler layouts, but the issue remains.

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DEV Community • 2026-04-25 15:18

How Blade's @context directive broke our JSON-LD

How Blade's @context directive broke our JSON-LD If you have schema.org JSON-LD inside a Blade template and you upgrade to Laravel 12, you may have just broken those views. Quietly. Without a deprecation warning. We hit this last week on a blog index running 12.44.0. The page returned HTTP 500 for every visitor for three weeks before anyone noticed. There is a public issue with the sam...

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3m read
AI Browser Automation Without BrowserBase: What We Built Instead
DEV Community • 2026-04-25 15:17

AI Browser Automation Without BrowserBase: What We Built Instead

The Paid Browser Automation Market BrowserBase, Browserless, and similar services charge per-minute or per-session for managed headless browsers. For AI workflows that need to interact with web pages (filling forms, extracting structured data, navigating multi-step processes), these services handle the infrastructure: browser instances, anti-detection, proxies, and session management....

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9m read
Meet Velocmd: The Lightning Fast Command Palette Windows Always Needed
DEV Community • 2026-04-25 15:12

Meet Velocmd: The Lightning Fast Command Palette Windows Always Needed

🔗 Try it out: Velocmd Explorer If you are anything like me, you are probably obsessed with squeezing every ounce of efficiency out of your daily workflow. We undervolt our PCs for better thermals, we optimize our code to shave off milliseconds, and we meticulously design our workspaces. Yet, as Windows power users, we have collectively accepted a glaring bottleneck right in the center of our ope...

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MCP + gRPC: The Missing Piece for Production-Ready AI Agents (No More JSON Pain!)
DEV Community • 2026-04-25 15:11

MCP + gRPC: The Missing Piece for Production-Ready AI Agents (No More JSON Pain!)

“Your AI agents are smart… but your infrastructure is still stuck in JSON?” Let’s fix that. 🌍 The Big Shift: From Local Toy → Enterprise-Ready AI Until recently, Model Context Protocol (MCP) was mostly used in: Local setups (stdio) Browser-based streaming (SSE) That’s great for prototyping… but not for real-world systems . 🔥 What’s changing? MCP is evolving into ...

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DEV Community • 2026-04-25 15:11

Your Solana Address Is Actually Your SSH Key: Understanding On-Chain Identity

If you've ever managed a server, you know SSH keys. You generate a keypair, stick the public key on a server, and suddenly you can prove who you are by signing requests with your private key. The server doesn't care about your username—it cares that you can prove you hold the private key. Solana identity works the exact same way. And that's the entire revolution. The Web2 Identity Probl...

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