News
AI Brawl: the Generative Model Showdown
Four image-generation engines, one prompt, slightly suspiciously honest commentary. Stable Diffusion, DALL·E, BNX AI, and Google’s...
When AI Refactors Your Code, But You Have to Refactor Its Architecture
How a simple authentication refactor taught me that AI assistants are great at code, but need human guidance for architectural dec...
How to Build an Asynchronous ReAct Agent in PHP with Symfony, Doctrine, and Open...
Build a stateful, asynchronous ReAct AI agent in PHP using Symfony, Doctrine, Messenger, and OpenAI tool calling—production patter...
The OBS Playbook: How to Turn AI, Data & Cloud Into P&L Results
OBS is how you make AI/Data/Cloud pay rent. Encode outcomes, standardize how you work, and run the cadence. The rest is commentary...
AI Native Data Pipeline - What Do We Need?
CocoIndex is a next generation data pipeline built for AI-native workloads. It can handle unstructured, multimodal, and dynamic da...
The $10 Billion Logic Error: What Happens When Security Moves Faster Than Sanity
This article investigates how the July 2024 CrowdStrike crash exposed the fragility of automated AI‑driven security systems and th...
Elaborate Hoaxes in the Age of AI
This week I’ve seen a lot of over-dramatization of very simple factual events that seem to be fueled by AI in many ways. The conce...
Beyond Brute Force: 4 Secrets to Smaller, Smarter, and Dramatically Cheaper AI
Researchers have developed a new way to train AI models. The new technique combines the best of both worlds: dense, token-by-token...
Part 1:Building Your First Video Pipeline: FFmpeg & MediaMTX Basics
Real-time streaming is a maze of protocols, codecs, and compatibility issues. FFmpeg is a command-line tool that can read virtuall...
Own Your Edge: Control your AI
Learn how to deploy and manage Edge AI in retail with Kubernetes, GitOps, and containerization. Avoid the 95% pilot failure rate w...
