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I kept seeing the same debate everywhere: “Is using AI in coding challenges cheating?” So we decided to flip the question. What if using AI was part
Why AI Agents Are The New Operating System For decades, our digital lives have been structured around graphical user interfaces (GUIs), app
Your Pipeline Is 29.0h Behind: Catching Film Sentiment Leads with Pulsebit We recently uncovered an intriguing anomaly: a 24-hour momentum
Converting currencies sounds simple — until you need to know which rate to trust, whether your bank is charging a fair margin, or why a tool still wor
When a product starts using AI, the first integration is usually simple: one model, one API key, one request path. That works for a prototype. It bec
My Thoughts on Bun's Rust Rewrite | Jiacai Liu's per
I just finished building AnalyticaPro — a full analytics dashboard template with 8 complete pages. Here's exactly how I built it, what I learned, an
tl;dr I built ghawb, a TypeScript-first authoring library for GitHub Actions workflows and composite actions. It keeps GitHub Actions expli
I want to preface the post with two remarks. Yes adding just to the title is clickbait. It is like saying Symfony's bin/console and Laravel's artisan
The Problem: Job boards are broken If you've been job hunting in 2025-2026, you know the pain. You spend hours scrolling through hundreds of duplic
Multi-Source Inventory (MSI) arrived in Magento 2.3 as a major architectural overhaul of stock management. For merchants running multiple warehouses,
I’ve been working on a project that required generating a lot of QR codes, so I decided to build my own React QR code component from scratch. It’s now
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SQL is one of the most important skills in data science. Whether you want to become a Data Analyst, Data Scientist, or Machine Learning Engineer, SQL
A practical walkthrough that takes you from a single-model team baseline to a mixed-provider production setup with live cost and latency monitoring,
Every software architect fears the same ghost: Technical Debt. We’ve all been there—choosing the quick, dirty hack over clean architecture to hit a de
EdiFlow's source code is now public on GitHub. If you tried to check out the code before and got a 404 - I'm sorry. The repository was accidentally s
Press Shift+Esc when your manager walks toward your desk. Your status bar changes from: 🦎 Compiló limpio. Tu mamá estaría orgullosa. to: 💼 [PROD] clus
Go to GitHub, search for "data cleaning library," and you will find thousands of repositories. From Pandas to Pydantic, the entire software engineerin