Month: October 2025

Silver Spring, USA/ Maryland, October 30th, 2025/CyberNewsWire/–Aembit today announced the launch of Aembit Identity and Access Management (IAM) for Agentic AI, a set of capabilities that help organizations safely provide and enforce access policies for AI agents as they move into production. The release introduces Blended Identity, which defines how AI agents act on behalf … Read more

When I worked for the UK Government I was once asked if we could find a way to pay for all the Open Source Software we were using. It is a surprisingly hard problem and I want to talk about some of the issues we faced. The UK Government publishes a lot of Open Source … Read more

From classroom to codebase! Meet Dong Jiaxin, a student from USTB who brought CDC Schema Evolution to Apache SeaTunnel on Flink during the OSPP.

==Let’s put numbers to the AI overhype. Companies are burning more than $200 billion every year by choosing AI over simple, proven algorithms. That’s not an opinion. That’s math. (See the chart below if you’re still rubbing your eyes in disbelief.)== But here’s the question: Is AI the villain – or are CEOs burning money on systems … Read more

I have come across my share of beautifully written, over-engineered code… one moment I am thinking “That is an interesting way to do that” and the next minute you are wondering “what the hell is going on here!”. I have also suffered from writing over-engineered code, where you are thinking so far into the future … Read more

Introduction Imagine this: You’re tasked with building a web application that displays live video feeds from security cameras, IoT devices, or webcams. Simple enough, right? You quickly discover that while HTML5 video works great for pre-recorded content, the world of real-time streaming is a maze of protocols, codecs, and compatibility issues that can turn a … Read more

A practical scope, sprint, and CI/CD blueprint any small team can copy. Why another MVP guide? Most MVPs fail from scope creep, fragile infrastructure, or slow feedback loops—not from lack of ideas. This guide focuses on a minimal but reliable path to get real users touching a real product quickly, with just enough quality gates … Read more

Learn how to deploy and manage Edge AI in retail with Kubernetes, GitOps, and containerization. Avoid the 95% pilot failure rate with proven strategies.

Association Rule Mining helps computers find patterns automatically from huge amounts of data. It can be used to make better decisions like showing related products online or organizing store shelves smarter.

Introduction: Why Go Functions Are Special I’ve reviewed over 1000 pull requests in Go over the past 6 years, and the same mistakes keep appearing. Remember your first Go code? It probably had dozens of if err != nil checks and 200-line functions that did everything at once. After analyzing over 50 Go projects, I’ve … Read more

When people talk about startup culture, many imagine framed value statements or trendy buzzwords on a wall. In reality, culture is a living, breathing force – the lifeblood of a company. It’s shaped most intensely by the founder and the first handful of hires. I learned this the hard way: if you mess up culture … Read more

Clean Architecture has turned into the “eat more protein” advice of software engineering. Everyone repeats it. Everyone shares the same circle diagram. Almost no one talks about what it’s actually like to build something with it. When I first tried applying it, I kept asking myself: am I writing better code or just more files? … Read more

You just cloned a repo. It’s 15,000 lines of code, there’s no documentation, and the README was last updated three years ago. Where do you even start? That’s a situation almost every developer has faced — whether you’re joining a new team or diving into an open-source project for the first time. Understanding how a codebase works … Read more

I’ve spent the last few months looking at data center deals, and I keep running into the same wall: power. Not chips, not real estate, not even capital. Just boring old electricity. The numbers are brutal. A single AI facility can require 96 megawatts, enough to power a small city. And unlike traditional data centers … Read more

Model Context Protocol, or MCP, is changing how large language models connect with data and tools. Instead of treating an AI model as a black box, MCP gives it structured access to information and actions. It is like the USB-C port for AI, creating a standard way for models to interact with servers that hold … Read more