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DEV Community • 2026-04-19 07:38

I turned 23 Vanta RED tests GREEN in 14 days. Here is the exact command for each one.

The problem Vanta does not solve Vanta is excellent at telling you what is wrong. The dashboard is beautiful. The RED tests are clear. The remediation instructions are detailed. But Vanta does not fix anything. Every RED test represents a gap between the compliance requirement and your current infrastructure. Closing that gap requires someone to write a Kubernetes network policy, modif...

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6m read
Hacker News: Front Page • 2026-04-19 07:38

The seven programming ur-languages

Article URL: https://madhadron.com/programming/seven_ur_languages.html Comments URL: https://news.ycombinator.com/item?id=47822486 Points: 8 # Comments: 0

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1m read
Lobsters • 2026-04-19 07:32

Yojam: a macOS default-browser shim that routes URLs through a rule engine

Author here. Yojam replaces the default browser on macOS so every URL - clicks, Finder .webloc/.inetloc/.url files, Handoff, AirDrop, Share and Services menus, Safari/Chromium/Firefox extensions, and a yojam:// scheme - runs through one pipeline: global regex rewrites, tracking-parameter scrubbing, rule matching, per-browser rewrites, then open-or-pick. Technically interesting bits if you want to ...

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1m read
From LLMs to Agents: Build Smart AI Systems with Tools in LangChain
DEV Community • 2026-04-19 07:31

From LLMs to Agents: Build Smart AI Systems with Tools in LangChain

In previous blogs, we learned how to: work with multiple LLM providers use PromptTemplate build a Streamlit web app Now let’s take a big step forward. 👉 Instead of just generating text, we will build AI Agents that can use tools. Tool → A function the AI can call Agent → An AI system that decides which tool to use based on the question Create a Simple Custom Tool Let’s start with ...

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5m read
DEV Community • 2026-04-19 07:30

Your LLM Bill Is 45% Too High. Here's the One Prompt Trick That Fixes It

Most developers ship AI features without looking at the bill. Then the bill arrives, and it's five figures. Here's the part nobody tells you: up to 45% of your tokens are pure fluff. Filler words, restated questions, "As an AI assistant...", apologies, repeated context. You're paying Claude and GPT to be polite. That stops today. The politeness tax Every LLM response is padded with t...

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4m read
DEV Community • 2026-04-19 07:30

From Model to Product: Where AI Projects Actually Break

Most AI projects don’t fail in training. They fail when you try to turn them into products. 🚨 The Illusion: “The Model Works” You trained a model: Good accuracy Clean evaluation metrics Solid results So you think: “We’re ready to ship.” But this is where most teams hit a wall. 🧠 The Real Problem A working model ≠ a working product AI products require: ...

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2m read
Newest questions tagged javascript - Stack Overflow • 2026-04-19 07:25

How to fix CORS policy blocked request error when calling API from frontend?

I’m trying to fetch data from an API in my frontend project, but I’m getting a CORS error in the browser. Error Message: Access to fetch at 'https://api.example.com/data' from origin 'http://localhost:3000' has been blocked by CORS policy My Code: fetch("https://api.example.com/data") .then(response => response.json()) .then(data => console.log(data)) .catch(error => cons...

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1m read
DEV Community • 2026-04-19 07:24

Let's Encrypt short-lived certificates are quite strict, so you should use an ARI-capable client

Let's Encrypt short-lived certificates are much harder than they look if you think of them as just a shorter version of 90-day certificates. If you issue and renew multiple certificates for multiple subdomains in a short interval, you can hit certificate issuance rate limits more easily. Short-lived certificates increase the number of renewals, so these limits become much more visible. https://l...

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4m read
Why We Accepted Surveillance as Default
DEV Community • 2026-04-19 07:24

Why We Accepted Surveillance as Default

On Second Thought — Episode 04 In January 1996, two men in New York City founded a company called DoubleClick. Kevin O'Connor and Dwight Merriman had a product they called DART: Dynamic Advertising, Reporting, and Targeting. The premise was that advertisers should be able to follow a person across websites in order to serve them relevant ads. DoubleClick went public on NASDAQ in 1998. In 1999, ...

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5m read
DEV Community • 2026-04-19 07:20

I Built a Free Screen Resolution Checker — Here's What I Learned

I kept googling "what is my screen resolution" and landing on the same ad-heavy sites with tiny tools buried under popups and cookie banners. So I built my own. What it does My Screen Resolution instantly detects: Screen resolution (e.g. 1920×1080) Viewport size (the actual browser window) Device pixel ratio (1x, 2x, 3x for Retina) Color depth (24-bit, 30-bit, etc.) No install,...

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2m read
DEV Community • 2026-04-19 07:19

Next.js 16 App Router: The Complete Guide for 2026

What Is the App Router? The App Router, introduced in Next.js 13 and now the default in Next.js 16, is a file-system based router built on top of React Server Components. It lives in the app/\ directory and replaces the older pages/\ router as the recommended approach for all new projects. If you're still building with pages/\, the App Router isn't just a new feature — it's a fundament...

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5m read
DEV Community • 2026-04-19 07:19

Claude Schedule Auto-Generated Flutter Pages That Failed CI — Quality Gates for AI-Generated Code

Claude Schedule Auto-Generated Flutter Pages That Failed CI Setup: Claude Schedule Handles Customer Support Every hour, a Claude Code Schedule job reads support tickets and generates Flutter pages as needed: # cs-check.yml on: schedule: - cron: '0 * * * *' The problem: AI-generated Dart code has quality variance. Over several sessions of hourly generation, lint...

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2m read
Hacker News: Front Page • 2026-04-19 07:18

The RAM shortage could last years

Article URL: https://www.theverge.com/ai-artificial-intelligence/914672/the-ram-shortage-could-last-years Comments URL: https://news.ycombinator.com/item?id=47822414 Points: 4 # Comments: 0

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1m read
Smart Venue – AI-Powered Crowd Navigation & Queue Prediction Assistant
DEV Community • 2026-04-19 07:15

Smart Venue – AI-Powered Crowd Navigation & Queue Prediction Assistant

Excited to share my project Smart Venue, developed as part of the Prompt Wars innovation challenge by Google Cloud × Hack2Skill! 🎯 Smart Venue is designed to improve the experience of attendees at large-scale sporting venues by helping them move smarter, faster, and safer inside stadium environments. ✨ Key Features: • Smart crowd navigation with least-congested route suggestions • Real-time queu...

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1m read
DEV Community • 2026-04-19 07:12

Two Weeks of My News Aggregator: RAG Chat and a Sentiment Dial

Originally published on my blog Two weeks ago I shipped my news aggregator as a finished Symfony 8 app — fetch feeds, enrich with AI, send alerts, generate digests. Fifty commits later it looks different. The aggregator grew a conversational chat that searches its own archive, a sentiment dial that bends article ranking toward whatever mood I'm in, and a full-text fetch stage that pulls the act...

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11m read
Hacker News: Front Page • 2026-04-19 07:10

Android 15's hidden Linux Terminal is a real Debian VM – and it runs Claude Code

Article URL: https://github.com/JoJa84/Codefone Comments URL: https://news.ycombinator.com/item?id=47822375 Points: 3 # Comments: 0

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1m read
🚀 I built a real-time security scanner for Laravel
DEV Community • 2026-04-19 07:08

🚀 I built a real-time security scanner for Laravel

🚀 I built a real-time security scanner for Laravel (and here’s why) Most Laravel developers use tools like PHPStan for code quality. But when it comes to security scanning, the options are either: Too complex Too limited Or just dependency-based So I built Laravel SecureScan. 🔐 It scans your codebase for: SQL Injection XSS vulnerabilities Hardcoded secrets Misconfigurations And more......

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1m read
DEV Community • 2026-04-19 07:07

Docker Container Keeps Restarting: Diagnosis and Fix Guide

Docker Container Keeps Restarting: Diagnosis and Fix Guide If docker ps shows your container in a perpetual restart loop, here's the systematic way to diagnose and fix it. Step 1: Read the Crash Logs First docker logs my-container --tail 100 docker logs my-container --tail 100 2>&1 | grep -i "error\|fatal\|exit\|killed" This is where 80% of your answers are. ...

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2m read
Hacker News: Front Page • 2026-04-19 07:05

Keep Pushing: We Get 10 More Days to Reform Section 702

Article URL: https://www.eff.org/deeplinks/2026/04/keep-pushing-we-get-10-more-days-reform-section-702 Comments URL: https://news.ycombinator.com/item?id=47822356 Points: 6 # Comments: 0

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1m read
DEV Community • 2026-04-19 07:00

Understanding Indonesia's Land Acquisition Regulations for Foreign Investors: A 2026 Overview

Navigasi Akuisisi Lahan di Indonesia untuk Investor Asing: Panduan 2026 Indonesia, dengan geliat ekonominya, terus memikat investor asing. Namun, bagi Anda yang berencana menanamkan modal atau mengembangkan bisnis di sini, memahami seluk-beluk regulasi akuisisi lahan adalah kunci utama. Kompleksitas hukum pertanahan seringkali menjadi tantangan, tetapi dengan panduan yang tepat, proses ...

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3m read
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