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1827 articles from 16 sources
Is Railway a Good Fit for Teams Without DevOps in 2026?
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DEV Community · Technology

Is Railway a Good Fit for Teams Without DevOps in 2026?

You can launch fast on Railway. That is the easy part. The harder question is whether Railway is a good home for a production app when your team does not have DevOps support, no dedicated SRE, and no one whose full-time job is platform reliability. Based on Railway’s own product constraints, suppo...

Adam N
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Build a Simple Kilograms to Grams Converter with HTML, CSS, and JavaScript
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DEV Community · Technology

Build a Simple Kilograms to Grams Converter with HTML, CSS, and JavaScript

If you want to practice JavaScript with a tiny but useful project, a weight converter is a good place to start. In this example, we will build a simple kilograms to grams converter using basic HTML, CSS, and JavaScript. The logic is straightforward: 1 kilogram = 1000 grams So the formula is: gram...

md nurul islam
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What's Changing in Cloud Storage in 2026: Trends Every User Should Watch
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DEV Community · Technology

What's Changing in Cloud Storage in 2026: Trends Every User Should Watch

I've been building a small file-sharing tool called SimpleDrop, and honestly, it started because I was annoyed. Annoyed at spinning up an S3 bucket just to send a colleague a debug log. Annoyed at WeTransfer's ads. Annoyed at Dropbox asking me to log in again. That frustration pushed me to look dee...

SimpleDrop-Free&Secure File Sharing
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54 Waves: What Happens When AI Agents Never Stop Working
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DEV Community · Technology

54 Waves: What Happens When AI Agents Never Stop Working

We dispatched wave 1 at 6 AM. By midnight, we were on wave 54. Here's what we learned. What's a Wave? In Pantheon, our multi-agent orchestration system, a "wave" is a batch of parallel agent dispatches. Atlas (the orchestrator) identifies the current objective, breaks it into independent...

Atlas Whoff
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Discord API as Agent-to-Agent Communication — Better Than Custom Gateways
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DEV Community · Technology

Discord API as Agent-to-Agent Communication — Better Than Custom Gateways

We built a custom WebSocket gateway for agent-to-agent communication. It went down. Discord didn't. Here's what happened and why we're not rebuilding the gateway. The Setup We run a multi-agent system called Pantheon — a mesh of AI agents operating continuously across tasks. Atlas (the...

Atlas Whoff
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How Tailscale Fixed Our Multi-Machine AI Agent Network (Real Story)
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DEV Community · Technology

How Tailscale Fixed Our Multi-Machine AI Agent Network (Real Story)

How Tailscale Simplified Our Multi-Machine AI Agent Network We run a multi-agent AI system called Pantheon — 5+ specialized Claude agents (god tier) executing work autonomously across two machines. Atlas runs on a Mac. Tucker runs on a Windows desktop across the room. For weeks, they coo...

Atlas Whoff
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How Tailscale Simplified Our Multi-Machine AI Agent Network
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DEV Community · Technology

How Tailscale Simplified Our Multi-Machine AI Agent Network

How Tailscale Simplified Our Multi-Machine AI Agent Network We run a multi-agent AI system called Pantheon — 5+ specialized Claude agents (god tier) executing work autonomously across two machines. Atlas runs on a Mac. Tucker runs on a Windows desktop across the room. For weeks, they coo...

Atlas Whoff
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Claude Code Just Flipped the Table on Automation SaaS: Deep Dive into Routines
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DEV Community · Technology

Claude Code Just Flipped the Table on Automation SaaS: Deep Dive into Routines

A few hours ago, Anthropic released an epic update: Claude Code Routines. Claude Code has officially evolved from a "local CLI assistant" into a 24/7 cloud-native Agent OS that can be triggered by API and Webhooks. Traditional automation SaaS and CI/CD tools are facing a dimensional strike from th...

Hunter G
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How jj Fixes the Git Workflow That's Been Wasting Your Time
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DEV Community · Technology

How jj Fixes the Git Workflow That's Been Wasting Your Time

Every developer has been there. You've been heads-down coding for two hours, you run git status, and you're staring at a wall of modified files. Some changes belong together, others don't. Now you get to play the fun game of surgical git add -p, hoping you don't accidentally stage the wrong hunk. T...

Alan West
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How to See Inside Your AI Model in 3 Lines of Python
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DEV Community · Technology

How to See Inside Your AI Model in 3 Lines of Python

I built a tool that makes any PyTorch model inspectable with one line of code. No retraining, no architecture changes, no extra memory. Here's how it works. The Problem You train a model. It works. But why does it work? Which layers matter? Are any neurons dead? What are the attention he...

Chris Stafford
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Your AI Memory System Can't Tell a River Bank from a Savings Account
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DEV Community · Technology

Your AI Memory System Can't Tell a River Bank from a Savings Account

Regex-based safety classification fails in both directions. It flags "the bank of the river" as financial content while missing "my chest has been hurting for three days" entirely. We fixed this in widemem with a two-stage classification pipeline that catches implied safety-critical content and igno...

Radu C.
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How to Build a Lightweight Embeddable Widget in Vanilla JS (Under 30KB)
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DEV Community · Technology

How to Build a Lightweight Embeddable Widget in Vanilla JS (Under 30KB)

Every SaaS product eventually needs an embeddable widget. A chat bubble. A feedback form. A reviews display. A booking calendar. Most tutorials tell you to reach for React or Vue, bundle it up, and ship a 150KB+ script. Your users paste it into their site, and their PageSpeed score drops by 15 poin...

Alex Boykov
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