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DEV Community • 2026-04-25 18:09

How to Build a Production-Ready Registration System Without a Backend (Using HosteDay API)

Introduction Building a complete registration system usually means setting up a backend, managing authentication, handling validation, and securing endpoints. But what if you could skip all of that? In this tutorial, you’ll build a production-ready user registration system by connecting a simple frontend directly to the HosteDay API—no backend required. Instead of focusing on infrastructure, you...

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3m read
Code In, Cluster Out: Building Reproducible Edge Kubernetes with NixOS, K3s, and Forgejo
DEV Community • 2026-04-25 18:09

Code In, Cluster Out: Building Reproducible Edge Kubernetes with NixOS, K3s, and Forgejo

What if your entire Kubernetes edge cluster, from the kernel to the workload, was a single reproducible function? No drift. No snowflakes. No, "this node got fixed manually six months ago, and nobody remembers how." Just code in, cluster out. That question led me into a project that combines: infrastructure-nixos for the Raspberry Pi-hosted Forgejo control path edge-cluster-infra for Oracl...

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19m read
DEV Community • 2026-04-25 18:03

AI security monitoring at scale: one LLM call, every dashboard

How CoinHawk runs a continuous AI security scan for every connected user using a single shared LLM call every 5 minutes. The dumb version doesn't scale Imagine you want every user's dashboard to display a live "security score" produced by an LLM. The first instinct is: GET /api/security/scan → call OpenAI → return result If 1,000 users hit the dashboard, you make 1,000 ...

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5m read
DEV Community • 2026-04-25 18:01

Is a Data Science Bootcamp Worth It in 2026?

If you’re typing data science bootcamp worth it into Google, you’re probably torn between spending a few hundred (or a few thousand) dollars and spending months piecing together learning from YouTube and random notebooks. The real question isn’t “can I learn data science online?”—you can. It’s whether a bootcamp is the fastest, most reliable path for your constraints (time, budget, accountability,...

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4m read
HackerNoon • 2026-04-25 18:00

Crates.io: The Code Changes That Were Made

On 2024-03-04 we will switch the API from returning "200 OK" status codes for errors to the new 4xx/5xx behavior.

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DEV Community • 2026-04-25 17:58

Verifying real wallet ownership without gas: a signed-nonce pattern with viem + Express

A production walkthrough of the auth pattern powering CoinHawk's admin layer — and why "the client says they're 0xABC" is a security bug. The naive way (and why it's broken) When a user connects MetaMask to your dapp, the browser hands you their wallet address through window.ethereum.request({ method: "eth_requestAccounts" }). Tempting flow: Frontend asks MetaMask for the address ...

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5m read
DEV Community • 2026-04-25 17:56

How I built an AI crypto trading dashboard in a weekend with Replit + Base

A practical breakdown of CoinHawk: what it does, how it's wired, and what surprised me along the way. I've been trading crypto on the side for about three years and the same thing kills me every time: I miss the move. The signal hits at 3am, my Discord pings, I'm asleep, and by the time I wake up the trade is gone. So last weekend I built CoinHawk — an AI-powered trading dashboard that watche...

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DEV Community • 2026-04-25 17:55

ManageMe -The OpenClaw Powered Productivity Product

This is a submission for the OpenClaw Challenge. What I Built There's a particular kind of friction that's hard to name but easy to feel. Someone drops a message in Discord — "hey, can someone track this bug?" — and you know exactly what happens next. You open a new tab, navigate to your project board, create the task, copy the link, paste it back into the chat. By the time you're d...

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9m read
DEV Community • 2026-04-25 17:55

Is a Data Science Bootcamp Worth It in 2026?

If you’re asking data science bootcamp worth it, you’re probably feeling the same pressure everyone does: the job posts want “experience,” your timeline is tight, and YouTube tutorials aren’t a plan. Bootcamps can work—but only for a specific type of learner with a specific goal. What “worth it” actually means (ROI, not vibes) A bootcamp is “worth it” if it compresses your time-to-comp...

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DEV Community • 2026-04-25 17:55

Is a Data Science Bootcamp Worth It in 2026?

If you’re googling data science bootcamp worth it, you’re probably not asking whether data science is real—you’re asking whether a bootcamp can realistically get you hired (or promoted) without wasting months and thousands of dollars. What “worth it” actually means (ROI, not vibes) A bootcamp is worth it when it compresses time-to-skill and time-to-opportunity. Here’s a practical ROI ...

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Lobsters • 2026-04-25 17:55

The Mac App Gold Rush in the Age of Vibe Coding

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1m read
From Netdata Inspiration to SaaS MVP: Server Monitoring with Bun + Claude Code Opus 4.6
DEV Community • 2026-04-25 17:53

From Netdata Inspiration to SaaS MVP: Server Monitoring with Bun + Claude Code Opus 4.6

If you've ever set up Netdata, you know that feeling — hundreds of real-time charts, per-second granularity, metrics you didn't even know your kernel exposed. It's a wonderful piece of software, genuinely one of the best open-source monitoring tools out there. But here's the thing: I run a small fleet of CDN servers. I don't need 2,000 charts. I need to glance at a single dashboard and know: are ...

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8m read
DEV Community • 2026-04-25 17:51

My Database Disappeared Every Time I Restarted Docker. Migrations Fixed That.

In Part 8, I ripped out SQLite and switched to Postgres. The database was real now — but it still only ran on my laptop. Three terminal tabs. One for go run, one for Redis, one for Postgres. If I closed any of them, the whole thing fell over. It was time to Dockerize. The First Dockerfile: 800MB of Regret My first attempt was a single-stage Dockerfile. Copy everything, build, run: ...

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7m read
Hacker News: Front Page • 2026-04-25 17:49

North American Millets Alliance(2023)

Article URL: https://milletsalliance.org/ Comments URL: https://news.ycombinator.com/item?id=47903190 Points: 3 # Comments: 0

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DEV Community • 2026-04-25 17:49

OpenClaw Made Me Realize We've Been Building Software Wrong.

This is a submission for the OpenClaw Challenge. I want to tell you about the moment I stopped understanding what software is. It was a Tuesday evening. I was complaining into Telegram - half venting, half thinking out loud about how I kept losing track of articles I wanted to read later. I'd been dumping links into a notes file for months and never going back to them. "I wish something would ju...

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9m read
ZingQR: A Minimalist QR Code Generator Built with React
DEV Community • 2026-04-25 17:48

ZingQR: A Minimalist QR Code Generator Built with React

** Introduction ** In today’s fast-moving digital world, QR codes have become an essential tool for sharing information quickly and efficiently. Whether it’s for websites, payment links, contact details, Wi-Fi access, or business promotions, QR codes make communication simple and instant. To solve this need in a clean and user-friendly way, I built ZingQR, a minimalist QR Code Generato...

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Hacker News: Front Page • 2026-04-25 17:47

Mine, an IDE for Coalton and Common Lisp

Article URL: https://coalton-lang.github.io/mine/ Comments URL: https://news.ycombinator.com/item?id=47903173 Points: 7 # Comments: 0

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Newest questions tagged javascript - Stack Overflow • 2026-04-25 17:45

How to spawn random object on button press in Javascript

I am working on a Virtual pet javascript game for my website inspired by chao garden. I currently have a working spawner to create the pet, but it currently on randomizing which pet you get when you hit the spawn button. As it currently works, this function is called on button press: function spawnChao() { let c = new Chao( Math.random() * 560, Math.random() * 360 ); chaos.push(c...

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DEV Community • 2026-04-25 17:41

The Economics of Web Scraping: How Consultancies Price Data Extraction and Manage Scope Creep

Data engineering consultancies like Data Prism often encounter a significant challenge during their first year: pricing web scraping as a one-off software development project. They have found that changing the way we talk to clients is really important. When we say we will take care of their automated data extraction pipeline it makes a difference. This changes the way we work with them from a one...

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5m read
Building a Universal Drafts System in a VS Code Extension — Part 1: Types & Storage
DEV Community • 2026-04-25 17:40

Building a Universal Drafts System in a VS Code Extension — Part 1: Types & Storage

How I designed the Draft type, DraftsService, and the save/upsert flow that powers DotShare v3.2.5 — with full TypeScript code and the decisions behind every choice. Before v3.2.5, DotShare had zero persistence. Write a 2,000-word Dev.to article in the WebView, switch tabs to check something, come back — gone. Reset. Empty form. So I built a drafts system. This is Part 1: how I modeled...

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