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DEV Community • 2026-04-17 05:28

Switch Your Samsung M8 Monitor HDMI Inputs from the Terminal (No Remote Needed)

If you run two machines — a work laptop and a personal desktop — connected to a Samsung M8, you already know the pain: reach for the remote, navigate the OSD menu, switch source, repeat twenty times a day. Here's how to collapse that into a single terminal command using the SmartThings CLI. The best part: this approach works identically on both macOS and Linux since it's Node.js-based. ...

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4m read
DEV Community • 2026-04-17 05:27

Claude Opus 4.7 Just Dropped: 87.6% SWE-bench, Breaking API Changes, and the Hidden Cost Increase

Claude Opus 4.7 Just Dropped: 87.6% SWE-bench, Breaking API Changes, and the Hidden Cost Increase Anthropic released Claude Opus 4.7 yesterday (April 16, 2026). The benchmarks are impressive. The breaking changes are aggressive. And the "unchanged pricing" comes with an asterisk most coverage is ignoring. I've been tracking AI model releases for the past year. Here's the no-BS breakdow...

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4m read
HackerNoon • 2026-04-17 05:26

Digital Freedom Ends Here: Prepare for the ID-Only Internet

The EU and Turkey are moving to end anonymous internet access. France and Germany want mandatory digital ID (EUDI Wallet) for social media, with age-based restrictions including a full ban for under-14s. The EU targets 80% citizen adoption by 2030. Turkey will soon require ID and phone number verification for social media while banning users under 15. VPNs will be blocked. By late 2026, the free, ...

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1m read
43 WordPress Security Data Points That Should Change How You Build Sites in 2026
DEV Community • 2026-04-17 05:24

43 WordPress Security Data Points That Should Change How You Build Sites in 2026

Every year, Patchstack publishes a whitepaper on the state of WordPress security. Every year, the numbers get worse. The 2026 edition dropped on February 25, and the headline numbers are hard to ignore. This post pulls together 43 verified data points from 18 original research sources into the picture you need if you build, manage, or host WordPress sites. No speculation, no fear marketing, just ...

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12m read
DEV Community • 2026-04-17 05:24

A Vertically Integrated AI Stack: From Numerics to Silicon and Where Cognitive Architectures Like A11 Actually Matter

AI systems are no longer just software. Modern large‑scale models depend on a full vertical stack that spans: numerical formats, quantization strategies, compilers, runtimes, kernels, hardware description, verification, physical design, and post‑silicon bring‑up. This is what companies like NVIDIA, Google (TPU), Cerebras, Tenstorrent and others are building: a vertically integrated AI ...

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4m read
Running Azure Functions in Docker: Why and How
DEV Community • 2026-04-17 05:23

Running Azure Functions in Docker: Why and How

Azure Functions Beyond the Basics Continues from Azure Functions for .NET Developers (Parts 1-9) Part 1: Running Azure Functions in Docker: Why and How (you are here) When zip-deploy stops fitting Your Azure Function needs to generate PDF invoices, so you add Puppeteer to your project. Zip-deploy works fine on your machine, but the Consumption plan doesn't have the Chromium depe...

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15m read
DEV Community • 2026-04-17 05:23

Encapsulation in JavaScript — Explained in Simple Words

If you are learning Object-Oriented Programming (OOP) in JavaScript, one word that starts appearing very often is: Encapsulation At first, it can sound like a big and confusing concept. When I started learning it, I realized the idea is actually much simpler than the name. Encapsulation is mainly about protecting data and controlling how that data is used. In simple words, it helps us stop obj...

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7m read
DEV Community • 2026-04-17 05:22

Switch Your Samsung M8 Monitor Inputs from the Terminal (No Remote Needed)

If you run two machines — a work laptop and a personal desktop — connected to a Samsung M8, you already know the pain: reach for the remote, navigate the OSD menu, switch source, repeat twenty times a day. Here's how to collapse that into a single terminal command using the SmartThings CLI. The best part: this approach works identically on both macOS and Linux since it's Node.js-based. ...

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4m read
This AI Stock Research Pipeline Turns 8 Hours of Analyst Work Into 2.5 Minutes
HackerNoon • 2026-04-17 05:19

This AI Stock Research Pipeline Turns 8 Hours of Analyst Work Into 2.5 Minutes

A market scanner I built using Google Antigravity and Claude Code. It searches for undervalued and overvalued stocks, special situations (M&A, spinoffs, activist campaigns, index rebalancing), then ranks everything by conviction and urgency. The sector heat map at the bottom tells me where the real money is flowing.

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1m read
Scam or Failure? How Third-Party Verification Actually Separates the Two in Crypto
HackerNoon • 2026-04-17 05:16

Scam or Failure? How Third-Party Verification Actually Separates the Two in Crypto

Most crypto projects that end get labeled as scams — regardless of evidence. This article examines how third-party verification (CEX listings, TSE disclosures, government-affiliated events, editorial media) can distinguish genuine failure from fraudulent operation, using marumaruNFT as a documented case study.

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1m read
HackerNoon • 2026-04-17 05:16

The Real Reason AI Fails in Manufacturing Isn’t the Model

Most AI projects in manufacturing don’t fail because the models are bad. They fail because data isn’'t ready. If your data arrives late, incomplete, or without context, your AI is essentially guessing.

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1m read
DEV Community • 2026-04-17 05:15

Is Railway a Good Fit for Startups in 2026?

You can absolutely launch a startup on Railway. The harder question is whether you should build your company’s first real production footing there. Based on Railway’s current product model, its documented platform constraints, and a steady pattern of recent community-reported reliability issues, the answer is usually no for serious startup production use, even though the platform remains very app...

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12m read
DEV Community • 2026-04-17 05:14

Decoded update - better structure in patterns, expanded data structures, and new visual problems

👉 https://decoded-app.vercel.app/ When I first built Decoded, the goal was simple: Make DSA easier to understand through step-by-step visual thinking instead of memorization. That part hasn’t changed. But as the platform evolved, a few gaps became more obvious — mainly around consistency, completeness, and how smoothly you move between topics. This update is focused on that. Data St...

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1m read
DEV Community • 2026-04-17 05:11

How Databases Lock Your Data (ACID)

https://www.youtube.com/watch?v=wIa-zbRqqIg Two bank transfers hit at the same millisecond. Both read your balance as $1,000. Both subtract $500. You should have $0 left. But the database says $500. Your bank just created money out of thin air. This is the lost update problem, and it's the reason every serious database needs transaction safety. The Fix: ACID Four rules that every tra...

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2m read
DEV Community • 2026-04-17 05:07

What Is an MCP Agent? How AI Models Drive MCP Tools in Real Time

TL;DR An MCP agent is an AI model that calls your MCP server's tools in a loop to answer a question or complete a task Instead of you picking which tool to call, the AI decides based on a natural language prompt Each "step" = model picks a tool → executes it → reads the result → decides what to do next A single user message can trigger 5–10+ tool calls behind the scenes You can try it in the br...

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8m read
Product Hunt — The best new products, every day • 2026-04-17 05:07

Ichiba AI

AI to AI influence, scored. See what moves the models. Discussion | Link

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1m read
DEV Community • 2026-04-17 05:04

Claude Code Cost Tracking: Monitor and Cut Your Spending

This article was originally published on avinashsangle.com. How Much Does Claude Code Actually Cost? The pricing structure is straightforward. Claude Code Pro runs $20 per month (or $17 annually). The Max plan comes in two tiers: $100/month for 5x the Pro usage allowance, and $200/month for 20x. If you are on the API, you pay per token - Sonnet 4.6 at $3/$15 per million input/output ...

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10m read
DEV Community • 2026-04-17 05:04

AI Agents in Industrial Automation: Unlocking the Next Era of American Manufacturing

For decades, industrial automation has been one of the most technically advanced yet structurally stagnant industries in the world. Factories run on systems that are extraordinarily reliable, highly deterministic, and often decades old. PLCs, SCADA platforms, industrial networks, and safety systems form the backbone of modern manufacturing, logistics, energy, and critical infrastructure. Yet desp...

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5m read
DEV Community • 2026-04-17 05:03

Why the same ‘breaking news’ alert hits your phone from five Indian news apps at once

If you have three or more Indian news apps installed, you have likely experienced this moment. Your phone buzzes. A push notification flashes. “BREAKING: Supreme Court issues key order on electoral bonds.” Before you finish reading it, another alert appears with almost the same wording. Then a third. Sometimes even punctuation, emojis, or urgency markers like “JUST IN” are identical. For many ...

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7m read
I got tired shipping in silence, so I built FeatDrop
DEV Community • 2026-04-17 05:03

I got tired shipping in silence, so I built FeatDrop

It’s 2026, and I’m working on my second product. I mostly build on my own, and I genuinely enjoy shipping improvements every day. But one thing has been bothering me: almost nobody sees what I’m building. It feels like throwing pebbles into the water and seeing no ripples. I got tired of shipping in silence. I tried adding a changelog page inside the product, but hardly anyone looked at it. I ...

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1m read
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