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Home/Articles/#real-world-deployments

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#real-world-deployments

20 articles found

Your SSD is slowing down because it's too full, not too old
· · XDA Developers

Your SSD is slowing down because it's too full, not too old

Age likely has little to do with the speed of your drive

#mobile
Amazon Unveils Challenger to Elon Musk's Starlink Dominance
· · GSMArena

Amazon Unveils Challenger to Elon Musk's Starlink Dominance

Amazon has been building up its own Low Earth Orbit satellite constellation for a while now, even calling it Amazon Leo (Low Earth Orbit, get it?). This is inevitably going to compete with SpaceX's Starlink, which is currently the largest satellite constellation. Today, Amazon's VP in charge of Leo,

#mobile
iOS 27 helps apps detect when a user may be getting scammed in real time
· · 9to5Mac

iOS 27 helps apps detect when a user may be getting scammed in real time

A new iOS 27 framework will help apps fight back against social engineering scams as they unfold via voice calls, text messages, emails, and more. Here are the details.

#ios-27#mobile-security#scam-detection#ai-powered-apps#cybersecurity
· · Dev.to

Random Forest (Supervised Learning)

1. The Problem It Solves Decision Trees are simple, easy to understand, and work well on non-linear data. The problem is that a single Decision Tree is very unstable. A small change in the training data can produce a completely different tree. Left unchecked, it can also memorize the training data i

#cloud-computing#machine-learning#data-science#supervised-learning
· · Dev.to

Indian Businesses Embracing Unsupervised Learning through K-Means Clustering

1. The Problem It Solves In many real-world problems, we don't have labeled data. We may have thousands of customers, products, or transactions, but no information about which ones belong together. For example: Which customers behave similarly? Which products attract similar buyers? Which users are

#cloud
Strategies to Overcome Anti-Bot Barriers for Reliable Apps
· · Dev.to

Strategies to Overcome Anti-Bot Barriers for Reliable Apps

In this guide, you’ll learn: Why traditional scraping approaches fail against modern anti-bot systems, even when using rotating User-Agents or browser automation. How enterprise websites actually detect and block automated traffic through fingerprinting, reputation scoring, behavioral analysis, and

#cloud
· · Dev.to

How I Test React Signup Flows Without Sending Email to Real Inboxes

React signup flows look simple until email verification joins the party. The UI submits, the API responds, and everyone feels good for a minute. Then staging starts sending verification links to personal inboxes, old seed accounts, or shared aliases nobody really owns. That is where a "working" flow

#cloud-computing#react#email-verification#ui-testing#api
· · Dev.to

Phantom Squatting: When AI Hallucinated Domains Become Attacker Infrastructure

The Attack Is Simpler Than You Think Researchers at Palo Alto Networks Unit 42 documented a technique they're calling phantom squatting: attackers register domain names that LLMs consistently hallucinate, then sit back and wait for the traffic. No zero-days. No exotic exploit chains. Just a spreadsh

#cloud
· · Dev.to

You Don't Need MIDI-OX Anymore: Building a SysEx Librarian with the Web MIDI API

You Don't Need MIDI-OX Anymore: Building a SysEx Librarian with the Web MIDI API If you own a Yamaha DX7 or a Roland Juno-106, you already know the ritual. Install a utility from 2003. Fight USB-MIDI drivers on Windows 11. Open MIDI-OX. Configure ports. Pray the SysEx buffer doesn't choke mid-dump.

#cloud
· · Dev.to

Shipping a libmpv-based video player on the Mac App Store

Shipping a libmpv-based video player on the Mac App Store Most well-known mpv-based Mac players, including IINA, distribute outside the Mac App Store. When I built Reel, a local-video player/library app for macOS, I wanted to know why, and whether it could be done. It can. It took a month from first

#cloud#video-player#mac-app-store#libmpv
Shift Focus: Train AI in Collaboration, Not Just Code Writing.
· · Dev.to

Shift Focus: Train AI in Collaboration, Not Just Code Writing.

Most developers use AI like autocomplete. The best developers use it like a software engineer. Over the past year, AI coding assistants have become part of our daily workflow. Whether you're using ChatGPT, Claude Code, Codex, Cursor, or GitHub Copilot, they can generate code in seconds. But here's t

#cloud
· · Dev.to

Local Diagnostic Usb Now Deployed Across All Machines with Ease on Cloud

very IT tech I know has the same ritual. New machine lands on the bench, or you're at a client site, and before you can actually fix anything you spend twenty minutes assembling the same handful of tools. Download this. Extract that. Oh, this one wants .NET. Oh, this box has no internet. Oh, the cli

#cloud#diagnostic-tool#it-automation#cloud-computing#machine-learning-deployment
Aussies Face Reduced Cybercrime Risk, as Pressure Shifts to SMBs
· · Dark Reading

Aussies Face Reduced Cybercrime Risk, as Pressure Shifts to SMBs

Improved institutional safeguards and stricter regulations have pushed the burdens of protection and risk reduction on to Australian businesses.

#security
StirlingX raises $20M for sovereign data intelligence platform
· · SiliconANGLE

StirlingX raises $20M for sovereign data intelligence platform

British data intelligence startup StirlingX Ltd. has raised $20 million in an early-stage round to accelerate product development and push into new markets. StirlingX describes itself as a data intelligence company built inside a drone maker. Its platform is designed to capture, secure, fuse, analyz

#startups
Sam Altman calls for US-led international forum to set global AI standards
· · SiliconANGLE

Sam Altman calls for US-led international forum to set global AI standards

Sam Altman is calling for a US-led international forum to set global safety standards for artificial intelligence, arguing that no single country should be left to dominate the technology. In an op-ed published Wednesday in the Financial Times, the chief executive of OpenAI Group PBC proposed “a US-

#startups
Watch Portugal vs Croatia for FREE: Your Ultimate Guide
· · Tom's Guide

Watch Portugal vs Croatia for FREE: Your Ultimate Guide

Here's how to watch Portugal vs Croatia as footballing legend Cristiano Ronaldo aims to steer his team to the next round.

#watch portugal vs croatia#free streaming#sports streaming#india tech#football match
I enable these 4 Proxmox settings on every fresh install, and most guides skip them entirely
· · XDA Developers

I enable these 4 Proxmox settings on every fresh install, and most guides skip them entirely

These Proxmox optimizations saved me from overheating and catastrophic data loss

#mobile
Explore India's iPad Evolution: Interactive Timeline Launch
· · 9to5Mac

Explore India's iPad Evolution: Interactive Timeline Launch

After releasing an interactive timeline of every iPhone ever made, sheets.works is back with a similar project covering every iPad Apple has released since 2010. Here are the details.

#ipad#interactive timeline#apple#india tablets#technology evolution
9to5Mac Daily: July 2, 2026 – Apple Watch rumors, Apple Pay update
· · 9to5Mac

9to5Mac Daily: July 2, 2026 – Apple Watch rumors, Apple Pay update

Listen to a recap of the top stories of the day from 9to5Mac. 9to5Mac Daily is available on iTunes and Apple’s Podcasts app, Stitcher, TuneIn, Google Play, or through our dedicated RSS feed for Overcast and other podcast players. Sponsored by Backblaze: Backup you can rely on. Save 20% with code 9to

#mobile
AT&T enhances Build-A-Plan with home internet options
· · GSMArena

AT&T enhances Build-A-Plan with home internet options

Back in May, AT&T launched Build-A-Plan, a new way to customize your wireless plan's perks and pricing. It seems to have been a success, as the company is now expanding the program to include home internet as well. The expansion is taking place on July 7. Starting on that day, if you use Build-A-Pla

#mobile

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