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DEV Community • 2026-04-22 11:49

Analyzing the Monthly Web Dev Career Thread: What…

Originally published at norvik.tech Introduction Deep dive into the implications of the new monthly thread for web development careers, addressing key questions and strategies. What the Monthly Thread is and Its Purpose The new monthly thread is a dedicated space for web development career inquiries, aiming to centralize discussions that previously cluttered general forum...

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Hacker News: Front Page • 2026-04-22 11:48

Kernel code removals driven by LLM-created security reports

Article URL: https://lwn.net/Articles/1068928/ Comments URL: https://news.ycombinator.com/item?id=47862230 Points: 3 # Comments: 0

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DEV Community • 2026-04-22 11:45

I Fine-Tuned a Compliance Judge and Beat the Stock Model by +29.6pp F1

I Fine-Tuned a Compliance Judge and Beat the Stock Model by +29.6pp F1 The problem: if your LLM-powered product touches personal information in South Africa, POPIA sits over it. The regulator doesn't ask "is your model good?" — they ask "can you demonstrate the output was validated against the clause, and can you show me the validation?" The uncomfortable answer most teams give today: ...

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DEV Community • 2026-04-22 11:37

null=True on CharField Is Always Wrong — Here Is Why

PROFESSIONAL DJANGO ENGINEERING #4 Two ways to represent 'no value' means every query that checks for empty strings has to handle both. The rule is simple once you know it. Django provides two separate flags for handling empty values on model fields. They are frequently confused, and conflating them leads to subtle bugs, inconsistent data, and queries that are harder to write than they should ...

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3m read
DEV Community • 2026-04-22 11:34

Which Sandbox Should You Use for Your AI Agent?

Let's stop pretending this is a nice-to-have. If you're running an AI agent in 2026 — OpenClaw, a Claude Code clone, a custom LangChain loop, anything that writes code and runs it — the agent is executing untrusted output on your machine. Not "might execute." Is executing. Every pip install, every shell command, every "let me just try this quick fix" is the agent acting on tokens a language model...

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Lobsters • 2026-04-22 11:34

AI as a Fascist Artifact

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DEV Community • 2026-04-22 11:33

I put .dots. to End Comments

Hello, this is my once in a century blog post about things I do from my experience. It happened to me several times: I was reading my or someone else's comments and the sentence was a bit weird, it felt like it wasn't finished. And just by adding couple of words in the end, the comment could change the meaning drastically. I know myself, I may start writing a comment and either forget to fin...

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DEV Community • 2026-04-22 11:32

How to Force AI to Write "Awwwards-Style" Minimalist UI in Next.js

Vibe coding is easy. Anyone can get ChatGPT to write a functional calculator in 20 minutes. Vibe coding a beautiful calculator — one that looks like it belongs on Awwwards, loads instantly, feels premium in both dark and light mode, and doesn't make your users feel like they're using a 2019 Bootstrap template — that's the hard part nobody talks about. I've been building MonuMoney.in for the past...

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7m read
DEV Community • 2026-04-22 11:31

The trap of "I'll figure out the marketing later."

I saw a dev tool recently that was built beautifully. The code was clean, the testing coverage was great, and the UX was solid. But after being live for four months, it only had 31 active users. As developers, we fall into this trap constantly. We are great at solving complex technical problems, but when it comes to getting our first 100 users, we freeze. We optimise for feature completeness and...

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DEV Community • 2026-04-22 11:25

How I built a free-forever iOS travel app with no backend, no analytics, and no ads (as a self-taught dev)

No backend, no analytics, no paid tier, and the story of accidentally becoming a developer while building an app for Kyoto's under-visited 80%. Hi Dev.to. First time posting. Pretty nervous. The short version I grew up in Kyoto. I built a free iOS app called Kyoto Unknown that lists the under-visited 80% of the city. Along the way I accidentally became a developer, and I'd love som...

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3m read
DEV Community • 2026-04-22 11:24

We Built a Tool That Turns Git Activity Into Weekly Dev Reports

Most dev teams already have all their progress tracked, just not in a readable form. Every commit, PR, and merge tells a story. The problem is: Git doesn’t summarize it for you. So teams still end up doing something surprisingly manual: scrolling through commits checking PRs writing weekly updates by hand We kept seeing this repeated across teams, so we built something to experiment with it. ...

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DEV Community • 2026-04-22 11:23

Meta Consent Mode + CAPI: The Deduplication Pattern That Actually Works

If you've implemented the Meta Pixel alongside the Conversions API, you already know the two classic failure modes: duplicate events inflating conversion counts, and missing events when the browser blocks the Pixel. Meta Consent Mode introduces a third axis — consent state — that has to flow cleanly through both channels or the whole thing collapses. Here's the pattern that actually holds up in p...

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DEV Community • 2026-04-22 11:23

How we audited US landlord document templates line by line, state by state

TL;DR We built LeaseKit, a state-specific US landlord document generator. The legal layer went through eight independent audit rounds against primary state sources, producing 36 citation and effective-date corrections across ten US states. Here is what we learned about how most template sites get state-specific law wrong. The problem with generic templates A generic US resid...

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3m read
DEV Community • 2026-04-22 11:22

The Hidden Tax of Public Order Books: Why On-Chain OTC Needs Sealed-Bid RFQs

If you've spent any time staring at a DEX aggregator, an orderbook DEX, or a perpetuals exchange, you've probably absorbed a piece of folklore: on-chain order books are the endgame. Get enough throughput, enough MEV protection, enough private mempools, and DeFi will finally do what centralized exchanges do — only trustlessly. I don't think that's right. At least, not for the kind of flow that mat...

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7m read
DEV Community • 2026-04-22 11:21

TCP and UDP with Proper Working

Introduction In networking, data needs to be transferred from one device to another in a proper way. For this, different communication protocols are used. Two of the most important protocols at the transport layer are TCP and UDP. Both TCP and UDP are used to send data over a network, but they work in different ways depending on the requirement. Some applications need accurate and reliable data ...

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4m read
DEV Community • 2026-04-22 11:17

Generating Realistic Seed Data That Respects Foreign Keys, in 20 Seconds

Someone asks for a demo. You need 10,000 users, 30,000 orders, a handful of products, and enough variety that the UI does not look fake. You have twenty minutes. If you have been here before, you know the options: Write a seed script. Open your editor, import Faker, write the loops, get the foreign keys wrong twice, rerun, get them right, run into a FOREIGN KEY constraint violation on line 847...

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BB Day 14: Command Injection Bug Bounty 2026 — Find OS Injection in Web Apps & APIs That Pay
DEV Community • 2026-04-22 11:14

BB Day 14: Command Injection Bug Bounty 2026 — Find OS Injection in Web Apps & APIs That Pay

📰 Originally published on SecurityElites — the canonical, fully-updated version of this article. DAY 14 🎯 BUG BOUNTY COURSE FREE Part of the 60-Day Bug Bounty Mastery Course Day 14 of 60 · 23.3% complete ⚠️ Authorised Testing Only: Test command injection exclusively on platforms where you have explicit permission — bug bounty program scope, DVWA, PortSwigger Web Academy, or your own lab....

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How We Built an AI Agent for Self-Service Analytics
HackerNoon • 2026-04-22 11:13

How We Built an AI Agent for Self-Service Analytics

A Slack-based AI agent turned natural language into SQL, but success depended on structured metrics, data governance, and strict evaluation—not just LLMs

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Hacker News: Front Page • 2026-04-22 11:10

Iran claims US exploited networking equipment backdoors during strikes

Article URL: https://www.tomshardware.com/tech-industry/cyber-security/iran-claims-us-exploited-networking-equipment-backdoors-during-strikes Comments URL: https://news.ycombinator.com/item?id=47861881 Points: 10 # Comments: 6

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DEV Community • 2026-04-22 11:08

Deep Linking in React Native with AppDelegate.swift

1️⃣ Setting Up Deep Linking in AppDelegate.swift First, update your AppDelegate.swift to handle incoming URLs: import UIKit import React import React_RCTAppDelegate import ReactAppDependencyProvider @main class AppDelegate: RCTAppDelegate { override func application( _ application: UIApplication, didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey...

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