I’ve always believed that the look and feel of your desktop environment affects your productivity. And trust me, nothing kills motivation faster than staring at a 1998-looking interface while trying to work in 2025. I have a 4th-generation computer with 4 GB of RAM — pretty modest by today’s standards. I’ve tested many lightweight Linux … Read more
For decades, PHP-FPM (FastCGI Process Manager) has been the undisputed heavyweight champion of running PHP in production, typically paired with web servers like Nginx or Apache. But a new contender has entered the arena: FrankenPHP, a modern application server written in Go that is changing the way we think about deploying PHP. So, is it … Read more
Running LLMs locally (on your own machine or server) is increasingly practical. But with so many choices, it’s important to know what to look for so that you pick the right model for your project. Below we walk through the major dimensions to consider. 1. Parameters – What Does “8B” or “70B” Signify? When you … Read more
When most people hear the phrase “dark forum,” they imagine a digital underworld where hackers, scammers, and cybercriminals roam freely. While that image isn’t entirely wrong, the truth is far more complex — and in some ways, more fascinating.Dark forums are the beating heart of the underground web. They’re where information, data, tools, and even … Read more
Before we get started, I cannot help but tell you the truth that one of my greatest Joy in life is learning how to program. Now that AI is taking over many things, a very common advice that is flooding the internet lately is “No need to learn programing“. But as a developer, I’ve testing … Read more
The line between human cognition and machine intelligence has been blurring for decades, but never before has the question felt so urgent: What if artificial intelligence isn’t just imitating self-awareness, but actually developing it? Consider the moment in 2022 when a Google engineer claimed LaMDA, the company’s language model, exhibited signs of sentience. His conversations … Read more
Imagine sitting across from a friend who leans in, eyes wide, and whispers, “Do you really think AI will take over everything? Will we end up serving robots?” It’s a question that pops up in coffee shop chats, late-night Slack threads among developers, and even hushed conversations in school faculty rooms. The idea feels ripped … Read more
The rise of AI text generation has been nothing short of meteoric. Tools like ChatGPT and Bard have captured imaginations, promising a future where writing is effortlessly streamlined. But this newfound ease has also ignited concerns about authenticity and academic integrity. Let’s consider the AI detection tools – software designed to identify text penned by … Read more