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AI 资讯 The Verge AI

Cleared by the US, derailed by the UK: Getty’s Shutterstock merger falls apart

Getty is planning to axe its $3.7 billion merger agreement with Shutterstock after a UK regulator imposed restrictions that would prevent part of Shutterstock's business from being included in the deal. The move comes despite the US Department of Justice granting the deal "unconditional antitrust clearance" in February. In an SEC filing published on Tuesday […]

Jess Weatherbed 2026-07-01 16:41 12 原文
AI 资讯 Dev.to

AI - Understanding it the modern way

We all use AIs today - From a 5th grader to a retired pensioner, from a small-time business owner to a multimillionaire businessman, from a software engineer to a medical expert. AI exists everywhere! And to be honest its making our lives very simple. Yes, it does!. Response in no time, flexibility, reliability - yes, AI gives all and even more And as Software Engineers, we are getting more inclined towards AI. Back in the days, we used to rely on Stackoverflow to get our queries resolved. Sometimes it did, sometimes it didn't. But, AI changed that landscape completely - asking a query, retrieving data, asking follow-ups and so and on so forth. But, honestly, how many of us have thought - Wow this looks amazing! But how does it actually work! Let's say I type this in Chat GPT or Gemini or Claude etc: "Hi, how is the weather today?". The AI assistant takes the input and processes it and returns the response. But , there is a lot of processing and workflow happening under the hood. As a Software Architect, I struggled a lot to get these answers. Different sources, different suggestions. And the suggestions at some point seemed too overwhelming for me. So, I decided to break it down and start a series which will enable people to understand AI. I want to make people understand AI in the simplest way possible and make every developer leverage AI - not just to get their job done, but also to help in upskilling, so that they don't get lost in the overwhelming world of AI as I did initially! Follow me for more updates!

Riturathin Sharma 2026-07-01 14:54 10 原文
AI 资讯 Dev.to

Python Selenium Architecture

**Python Selenium Architecture** Introduction: Selenium automates web browsers. The Python Selenium architecture consists of four main components that work together to control a browser. 1.Selenium Client Library (Python Language Binding) Python developers write automation scripts using the standard Selenium API. This library converts your Python code into a standardized format. It sends these commands as programmatic requests to the browser driver. 2.W3C WebDriver Protocol/JSON Wire Protocol This is the communication channel between the code and the driver. Historically, Selenium used the JSON Wire Protocol over HTTP. Modern Selenium (Version 4+) uses the standardized W3CWebDriver Protocol. Commands and responses are transferred directly without any middle translation. 3.Browser Drivers Every web browser has its own specific executable driver. Examples include ChromeDriver for Chrome and GeckoDriver for Firefox. The driver acts as a secure HTTP server that receives commands. It passes these requests directly to the browser and returns results. 4.Web Browsers This is the final layer where execution happens physically. Supported browsers include Google Chrome, Mozilla Firefox, Microsoft Edge, and Safari. The browser receives commands through its native OS-level API. It executes actions like clicking, typing, or fetching text. Significance of Python Virtual Environments: A Python Virtual Environment is an isolated directory containing its own Python installation and independent packages. It prevents dependency conflicts across different software projects. Conclusion: Why It Matters? Avoids Dependency Hell: Different projects can use different versions of the same library. Protects System Python: Prevents breaking system-wide packages required by your operating system. Ensures Reproducibility: Allows developers to easily recreate the exact environment on other machines. No Admin Privileges Needed: Allows installing packages without sudo or administrator rights. Real-Wo

Suganya Sukumar 2026-07-01 14:50 9 原文
AI 资讯 Dev.to

AWS EFS Essentials — Shared File Storage Across Multiple EC2 Instances

Part of my AWS learning journey — transitioning from Systems Engineer to Cloud/DevOps. This session covers Amazon EFS — shared storage that multiple EC2 instances can read/write simultaneously. 📋 Topics Covered # Topic Type 1 What is Amazon EFS Concept 2 EFS vs EBS vs S3 Concept + Interview 3 EFS Architecture (Mount Targets, AZs, NFS) Concept + Cert 4 Mounting — What It Means Concept 5 Mount Targets & Security Group Config Concept + Lab 6 EFS Storage Classes Concept + Cert 7 EFS Lifecycle Management & Policies Concept + Cert 8 EFS Performance Modes & Throughput Modes Concept + Cert 9 Benefits of EFS Concept 10 Security & Encryption Concept + Interview 11 EFS Pricing & Cost Optimization Concept 12 Lab: Launch 2 EC2 Instances Lab 13 Lab: Create & Configure EFS Lab 14 Lab: Mount EFS on Both Instances Lab 15 Lab: Demonstrate File Sharing Lab 16 Cleanup Checklist Lab 17 Assignment — Independent Repeat Practice What is Amazon EFS? EFS = Elastic File System — a fully managed, auto-scaling shared file system that multiple EC2 instances can mount and use at the same time , both reading and writing. Analogy: Think of EBS as a personal hard drive — it belongs to one laptop only. EFS is like a shared Google Drive folder that your entire team can open simultaneously from different computers, see the same files, and edit them in real time. Key characteristics: Uses the NFS 4.1 protocol (Network File System — standard Linux file sharing) Serverless — no capacity to provision, no servers to manage Auto-scales — grows from KB to PB automatically, shrinks when files are deleted Highly available — data replicated across multiple AZs in a Region Pay-as-you-go — billed per GB actually stored, no pre-provisioning EFS vs EBS vs S3 — The Big Comparison This is one of the most commonly tested comparisons in AWS certifications. Feature EBS EFS S3 Access Single EC2 instance only Multiple EC2 instances simultaneously Internet / API, unlimited clients Protocol Block storage NFS v4.1 HTTP/REST (

Tejas Shinkar 2026-07-01 14:41 11 原文
AI 资讯 Dev.to

CalcMora just crossed 200 tools | Here's what changed under the hood

CalcMora just crossed 200 live tools calculators and converters spanning finance, health, math, unit conversions, date/time, everyday life, and sports. It's a small milestone against the bigger target (3,000 tools within a year), but it's the first one that felt like proof the approach actually works. What CalcMora is A free calculator and converter site, built to be fast and genuinely useful rather than bloated with unnecessary interactivity. Every tool lives on its own page, static by default, ad-supported, and designed to actually rank and hold up in search rather than just exist. The stack is intentionally boring: Astro for static output, hosted on Cloudflare Pages . No client-side framework runtime, no heavy JS bundles. That choice is mostly why the site stays fast even as the tool count climbs into the hundreds; static pages don't get slower just because there are more of them. Consistency at scale Going from a handful of tools to 200 forced us to think hard about repeatability. Every tool page follows the same underlying template: a calculator, supporting explanatory content, an FAQ section, and standard trust/attribution elements (author info, last-updated date, disclaimers where relevant). That consistency is what makes it realistic to keep scaling toward thousands of pages without every single one needing a bespoke pass. Structured data (schema.org markup) is baked into every page too; it's a big part of why individual calculators show up well in search, and it's applied consistently rather than as an afterthought. New: embeddable tools The other big addition alongside the 200-tool mark is an embed system — every tool on CalcMora can now be dropped into someone else's site as a lightweight, ad-free widget. Site owners get a copy-paste snippet, no signup required. The implementation leans on a couple of iframe and query-param tricks to keep embedded calculators fast and chrome-free (no header, footer, or ads, just the tool), without needing any JS framework

Mizanur Rahaman 2026-07-01 14:31 9 原文
AI 资讯 Dev.to

How to Implement Biometric Authentication in a Flutter App (The Right Way)

In today's world, security is no longer optional - it's expected. Whether it's a fintech app, a fitness tracker, or an internal company tool, users want fast and secure access without the hassle of remembering passwords. That's exactly where biometric authentication comes in. In this guide, we'll walk through how we implement biometric authentication in a Flutter app , the practical approach we follow in production, and the common mistakes developers often make (and how to avoid them). Why Biometric Authentication? Before jumping into implementation, let's quickly understand why it matters: Faster login experience (no typing passwords) More secure than traditional authentication Native support across Android & iOS Better user trust and retention What We Use in Flutter To implement biometric authentication, we rely on: local_auth package (official Flutter plugin) Native biometric APIs under the hood (Face ID, Touch ID, Fingerprint) Step 1: Add Dependency dependencies : local_auth : ^3.0.1 Then run: flutter pub get Step 2: Platform Setup ✅ Android Setup Inside android/app/src/main/AndroidManifest.xml : <uses-permission android:name= "android.permission.USE_BIOMETRIC" /> Also ensure: <uses-feature android:name= "android.hardware.fingerprint" android:required= "false" /> ✅ iOS Setup Inside ios/Runner/Info.plist : <key> NSFaceIDUsageDescription </key> <string> We use Face ID to authenticate you securely </string> ⚠️ Without this, Face ID will NOT work and your app may crash. Step 3: Implement Biometric Logic Here's how we structure it in production: import 'package:flutter/foundation.dart' ; import 'package:local_auth/local_auth.dart' ; class BiometricService { final LocalAuthentication _auth = LocalAuthentication (); /// Check if device supports biometrics Future < bool > isBiometricAvailable () async { try { final bool canCheckBiometrics = await _auth . canCheckBiometrics ; final bool isDeviceSupported = await _auth . isDeviceSupported (); return canCheckBiometrics &&

Codexlancers 2026-07-01 14:30 14 原文