Monthly Archives: May 2026

Link Labs: 12 Years of Innovation in Tracking and Logistics

Tracking and logistics teams face a hard problem: they need to know where assets are, when they move, and what happens along the way. That sounds simple, but real-world operations are rarely simple. Assets move between indoor and outdoor spaces. Networks change. Battery life matters. Accuracy matters. Cost matters even more. That is why Link […]

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 […]