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I imagined a P2P network for sharing AI inference and made a prototype
DEV Community • 2026-05-05 10:00

I imagined a P2P network for sharing AI inference and made a prototype

A few weeks ago I was remembering an old PC game I played in my younger years and that I'd love to wander through again, listening to the soundtrack, seeing the colorful cities. On the game's subreddit, the community was talking about creating a spiritual successor and then my brain took a weird shortcut: What if I could help them speed up the development by lending the remaining tokens of my da...

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6m read
DEV Community • 2026-05-05 10:00

AI-generated code: almost right is still risky

AI-generated code is often close to correct. That is exactly what makes it dangerous. Obviously broken code is easy to reject. Code that compiles, looks reasonable and passes the happy path is much harder to distrust. "Almost right" is not enough In software, small gaps matter: one missing null check one unhandled timeout one weak authorization condition one unsafe default one test ...

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2m read
9 Open-Source Tools to Own Your Stack (and Kill Your Cloud Bills) in 2026
DEV Community • 2026-05-05 09:59

9 Open-Source Tools to Own Your Stack (and Kill Your Cloud Bills) in 2026

Most "self-hosting" articles are basically a list of Docker Compose files. They tell you what to run. They don't tell you why the smart money is moving away from managed cloud services — or what a real production stack looks like when you do it right. The shift isn't about being cheap. It's about control. Your data. Your pipeline. Your infra. No vendor lock-in, no surprise pricing changes, no t...

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8m read
Hacker News • 2026-05-05 09:57

Show HN: Got tired of paying $100/mo for SEO tools, so I built an alternative

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1m read
DEV Community • 2026-05-05 09:56

Automate Apache/Nginx Virtual Server host in Seconds.

🚀 Automate Apache/Nginx Virtual Hosts in Seconds (No More Manual Setup!) If you're a System engineer/Administrator working with local/production servers, you already know the pain: Create project folder Write Apache/Nginx config Edit /etc/hosts Enable site Restart server Repeat. Again. And again. It’s boring, error-prone, and honestly… a waste of time. That’s exactly why I built VirtualHos...

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2m read
Poland wants more US troops but not at Germany’s expense, says Tusk
newest submissions : multi • 2026-05-05 09:55

Poland wants more US troops but not at Germany’s expense, says Tusk

submitted by /u/readher to r/worldnews [link] [comments]

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1m read
India’s Congress Party, which led independence from British rule, faces reported 99 election losses in the past decade
newest submissions : multi • 2026-05-05 09:54

India’s Congress Party, which led independence from British rule, faces reported 99 election losses in the past decade

submitted by /u/No_Review_6355 to r/worldnews [link] [comments]

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1m read
DEV Community • 2026-05-05 09:53

Web3 = Control

You cannot control everything. But with Solana, you become the god of the new world (or at least, the god of your own account). I got into blockchain a few weeks ago out of pure curiosity. No grand plan, no roadmap, just a "why not?" and a rabbit hole I haven't been able to climb out of. Here's one thing I've picked up so far. In Web2, you think you own your account. You've got a user...

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2m read
Poland, UK to sign defence treaty in late May
newest submissions : multi • 2026-05-05 09:52

Poland, UK to sign defence treaty in late May

submitted by /u/readher to r/worldnews [link] [comments]

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1m read
newest submissions : multi • 2026-05-05 09:48

🎬 CineLibrary Essentials — Messy Downloded Movies to Tidy Collection

Recently I shared my original CineLibrary app, and at first many users thought it would be the perfect solution for their collections. But the moment they tried it, they hit a wall: their movies were buried under chaotic, randomly named files with no folders or metadata. CineLibrary couldn’t even get started in that mess. Out of necessity, I built CineLibrary Essentials; a wizard‑style prep tool t...

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2m read
Poland in talks with US on boosting capabilities as troops may leave Germany
newest submissions : multi • 2026-05-05 09:48

Poland in talks with US on boosting capabilities as troops may leave Germany

submitted by /u/readher to r/worldnews [link] [comments]

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1m read
newest submissions : multi • 2026-05-05 09:44

Scribe Alternatives?

Scribe does the job for basic stuff, records your clicks, spits out a guide, whatever. Team loves the pretty screenshots at first then reality hits. You want to tweak a step? Rearrange for logic? Change the tone so it does not sound like a robot wrote it? Good luck. It fights you every inch, and sharing with the team turns into a permission nightmare or links that expire because why not. Feels lik...

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1m read
DEV Community • 2026-05-05 09:43

Connecting to SQL Server Using Dapper

Connecting to SQL Server with the Dapper framework is one of the simplest and fastest ways to work with databases in .NET. Dapper is a lightweight ORM (Object-Relational Mapper) created by Stack Overflow, designed for performance and minimal abstraction—ideal if you want control over your SQL while avoiding boilerplate code. How to Connect to SQL Server Using Dapper 1. What You Need B...

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2m read
India Just Lost Its Last Communist Government — Literally One Day Before Karl Marx’s Birthday
newest submissions : multi • 2026-05-05 09:42

India Just Lost Its Last Communist Government — Literally One Day Before Karl Marx’s Birthday

submitted by /u/No_Review_6355 to r/worldnews [link] [comments]

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1m read
Popular DAEMON Tools software infected – supply chain attack ongoing since April 8, 2026
newest submissions : multi • 2026-05-05 09:40

Popular DAEMON Tools software infected – supply chain attack ongoing since April 8, 2026

submitted by /u/rkhunter_ to r/technology [link] [comments]

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1m read
Parallel Branches in Neuron AI Workflow
DEV Community • 2026-05-05 09:39

Parallel Branches in Neuron AI Workflow

One of the things I didn't expect when I started building Neuron AI was how much the design of the framework would be shaped by the people using it. I started this project to solve my own problems: I wanted PHP developers to have a clean, idiomatic way to integrate AI into their applications without having to learn Python or rewire their entire mental model. But at some point, the users started dr...

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5m read
DEV Community • 2026-05-05 09:38

Postmortem: How a Corrupted Node Modules Folder Caused 3-Hour Outage for Our CI Pipeline

Postmortem: How a Corrupted Node Modules Folder Caused 3-Hour Outage for Our CI Pipeline Published: October 26, 2024 | Author: DevOps Team | 5 min read Executive Summary On October 24, 2024, our team experienced a 3-hour, 12-minute outage of our primary CI/CD pipeline, impacting 47 active pull requests and delaying 3 production releases. The root cause was identified as a co...

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3m read
newest submissions : multi • 2026-05-05 09:38

Popular DAEMON Tools software infected – supply chain attack ongoing since April 8, 2026

submitted by /u/rkhunter_ to r/programming [link] [comments]

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1m read
I got tired of refreshing Telegram. So I built a bot that does it for me
DEV Community • 2026-05-05 09:38

I got tired of refreshing Telegram. So I built a bot that does it for me

It started with a stupid habit 🫠 Every morning (or even during the day) I'd open a news channel to check one thing - some specific topic I actually cared about. Twenty minutes later I'd be three threads deep into something completely unrelated, mildly annoyed at myself, and no closer to the thing I opened the app for Telegram has no keyword alerts (as far as I know). No filters. No way to say "n...

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4m read
DEV Community • 2026-05-05 09:37

Day 91 of #100DaysOfCode — DevCollab: Next.js Setup and Authentication

Today, the frontend starts. Day 91 was the most infrastructure-heavy day on the Next.js side, not because of what's visible, but because of what everything else depends on. The Axios instance with JWT interceptors, the auth context, protected routes, and the login and register pages. By the end of today, a user can register in the browser, be redirected to a dashboard, log out, log back in, and ha...

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6m read
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