Category Archives: Uncategorized

Learn LaTeX in 41 Hours

Traditional word processors require you to act as a writer, layout designer, and typesetter all at once. LaTeX automates the tedious design mechanics so you can focus entirely on your content. LaTeX is a code-first typesetting system that separates your content from its visual styling. Instead of manually dragging elements around a screen, you write […]

How to Build an Autonomous OSINT Agent in Python Using Claude’s Tool Use API

When I started studying OSINT, I always felt I was just putting random values into software without deeply understanding what I was doing. After months in the field, I realized I wasn’t really investigating — I was just executing steps that follow a predictable pattern. That’s exactly what an AI agent is good at. So […]

Common DevOps Mistakes and How to Avoid Them — Tips for Startups

Most DevOps engineers don’t fail because they lack knowledge about tools. They fail because nobody told them what not to do before they got into production. Startup environments make this worse. The pressure to ship fast, the small team sizes, and the absence of senior engineers to review your decisions means mistakes happen quietly until […]

Claude Code for Beginners

AI-powered coding has evolved beyond simple chat interfaces. The latest leap forward is Claude Code, a command-line tool from Anthropic that lives directly in your terminal and understands your entire local codebase. We just released a comprehensive course on the freeCodeCamp.org YouTube channel to help you integrate this tool into your professional workflow. Unlike standard […]

AWS Certified Cloud Practitioner Study Course – Pass the Exam With This Free 14-Hour Course

Passing the AWS Certified Cloud Practitioner Exam is one of the first steps to a career in cloud development. And freeCodeCamp just published a free 14-hour course that will help you prepare for the exam. This course has been updated for 2026. This exam mostly deals with cloud computing concepts. Even if you are new […]

How to Build a Complete SaaS Payment Flow with Stripe, Webhooks, and Email Notifications

Most Stripe tutorials end at the checkout page. The customer clicks “Pay,” Stripe processes the charge, and the tutorial congratulates you on integrating payments. But that’s only the first 10% of a real payment system. What happens after the customer pays? You need to record the purchase in your database, send a confirmation email, and […]

Product Experimentation with Regression Discontinuity: How an LLM Confidence Threshold Creates a Natural Experiment in Python

Causal inference for LLM-based features starts with one question editors ask before they ship anything: Did the change actually move the metric, or did the metric just move? Let’s say that your team built a routing layer that splits incoming queries between two models: queries with a confidence score below 0.85 go to a premium […]