#cloud

TL;DR Stop reading your ACoS dashboard to understand competitor behavior. Build a real-time SP ad position monitor instead. This post covers: Async batch SERP capture via Pangolinfo API (98% SP coverage) Tiered keyword management (A/B/C) for signal vs. noise control Change detection: Top1 change, ne

Web Scraping for Beginners: Sell Data as a Service Web scraping is the process of automatically extracting data from websites, web pages, and online documents. As a beginner, you can start a lucrative business by selling the scraped data as a service. In this article, we will take you through the pr

As frontend developers, we’re constantly exploring tools that help us move faster, from ideation to prototypes to production‑ready UI. Google Stitch has recently had a major revamp, positioning itself as an AI‑native design assistant that promises to help us explore layouts, generate UI structures,

A data science team I worked with was paying $200/month for a research monitoring service. It sent them new papers in their field every morning. I looked at what it actually did: query arXiv, filter by keywords, format as email. That's it. I replaced it with 50 lines of Python. Here's how. ML teams

You need to replace Source Sans with Open Sans across a batch of PDFs. Two similar sans-serif fonts. Same style, same weight, roughly the same proportions. Should be straightforward. You write a script, embed Open Sans, swap the font references, run it. The output looks wrong. Lines that used to fit

Stop manually checking UI changes and writing PRs. Use Claude Code's preview feature and custom skills to automate verification and delegation. The author's key insight was a role shift: they stopped being the implementer and became a manager of AI agents. The biggest time sinks were manual PR creat

A developer completed a complex Laravel-to-custom-framework migration in one Claude Code session using a TDD-first approach and reusable skills. A developer recently migrated GoFormX, a Laravel 12 + Inertia + Vue 3 application, to a custom PHP framework called Waaseyaa in a single 8-hour Claude Code

لقد أعلن كلود مؤخرًا عن ميزة جعلت المطورين يتوقفون: كلود يمكنه الآن التحكم في جهاز الكمبيوتر الخاص بك بشكل مباشر. جرّب Apidog اليوم لا نتحدث هنا عن واجهات برمجة التطبيقات (APIs) أو عمليات تكامل تقليدية. بل عن التحكم الفعلي: فتح التطبيقات، تصفح المتصفحات، النقر، تعبئة الجداول — كل ما تفعله على سطح ال

Investing in unlisted companies often comes with a mix of curiosity and caution. Apollo Green Energy is one such name that has started getting attention in the pre-IPO space. But when it comes to clarity, investors are still trying to piece together a complete picture before making any decisions. Un

Hello! I’m Daniel Abib, and this is my first AWS Weekly Roundup. I’m a Senior Specialist Solutions Architect at AWS, focused on the generative AI and Amazon Bedrock. With over 28 years of experience in solution architecture, software development, and cloud architecture, I help Startups & Enterprises

I made an AI character platform where your character doesn't just chat — it lives in a desktop with apps. You create a character, give it a personality. You set up a mod — think of it as a scenario or world. Then you talk to it. The difference is: your character can actually do things. It plays musi

I was building a social listening tool for a client. They wanted sentiment analysis on 10K+ tweets daily. Every SaaS ML API quoted me $200-500/month. Then I realized: Google Gemini's free tier could handle this. I built the entire thing in a weekend. Three months later, we're processing 50K+ text sa

This is a submission for the 2026 WeCoded Challenge: Echoes of Experience My grandfather loved chess and mathematics. My mother wanted to be a librarian and became a programmer instead. I grew up loving books and ended up writing code. None of us discussed any of this with each other — it just happe

Intro Hello, one more time. We’ve covered memory-dominant models and structural internals. But as we move into 2026, the complexity of our distributed systems is outstripping our ability to track them. High-scale engineering in Python is increasingly about predictability–predictable latency, predict

Do you use a task manager in your everyday life? I’ve been using a task manager since school. It started with a simple to-do list in my notebook. Later, when smartphones became common, I created my first digital to-do list on my phone. Today, there are many tools to manage your tasks: Notion Obsidia

import java.util.Arrays; import java.util.Comparator; import java.util.Optional; public class SecondLargestString { public static void main(String[] args) { String sentence = "The quick brown fox jumps over the lazy dog"; Optional secondLargest = Arrays.stream(sentence.split("\\s+")) // 1. Split int

The mathematics of Kubernetes in production is brutal and undeniable. Ninety-six percent of enterprises now run Kubernetes at scale, yet the economic reality underneath these deployments tells a troubling story. Research from industry analysts consistently shows that 30% of cloud spending on Kuberne

Intro I am happy to announce that I have released version 2 of the AI Avatar!🎉 The AI Avatar will respond to Claude Code chatting, but you can also enjoy it without Claude Code. The avatar and animations are customizable, so you can use the ones you like. This time, I added a pose editor for animat

Introduction Working with JSON in Java usually means choosing between two approaches: Data binding (POJO) — strong typing, but rigid Tree model (JsonNode / Map) — flexible, but unstructured Most libraries force you to pick one and live with the trade-offs. SJF4J (Simple JSON Facade for Java) takes a

I was consulting for an agency that ran 50+ client audits monthly. They'd use Screaming Frog, Ahrefs, SEMrush—paying hundreds in subscription fees. Then I asked: why can't we build this? Six weeks later, the Degani SEO Audit API was live. It runs 5K daily audits now. Free. Most agencies focus on key