News

Nov 03, 2025

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...

Nov 03, 2025

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...

Nov 03, 2025

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...

Nov 03, 2025

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...

Nov 02, 2025

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...

Nov 02, 2025

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...

Nov 01, 2025

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...

Nov 01, 2025

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...

Oct 31, 2025

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...

Oct 31, 2025

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...

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