Daily Archives: September 12, 2026

How to Build a Self-Evaluating AI System: Automated Testing and Evaluation Pipelines for LLM Applications

So you shipped your AI feature and it works in demos. Your team is impressed. Then a user asks a question slightly outside your test cases and the model confidently returns something completely wrong. The truth about building with Large Language Models is that traditional software testing falls apart. You can’t write a simple assert […]

How AI Is Changing Malware Detection: From Traditional Antivirus to Next-Gen Protection

Malware used to be simple to describe. A virus attached itself to a file, and antivirus software removed it. That world is gone. Today, a single attack can steal your passwords, lock up your photos, watch what you type, and hide inside software you trust. The bigger problem is volume. The AV-TEST Institute records over […]

Apple Watch Can Now Estimate Your Health Age, But What’s It Actually Measuring? 

Your birthday tells you how many years you’ve been alive. But it doesn’t necessarily tell you how your body is aging. Two people can be the same age and still have very different levels of cardiovascular fitness, sleep quality, heart health, and metabolic health. In other words, while their chronological age may be identical, some […]