By the director of akadata ltd Published: 2 June 2025 There is a truth older than money, systems that serve without soul eventually collapse. Financial technology, "fintech", is a word that has not existed long, but the forces behind it have shaped the world for centuries. Trade, trust,
Routing with Open vSwitch in Routed Mode (with Pre-NAT Hop) This guide outlines a practical and effective way to route traffic through an Open vSwitch (OVS) setup in a routed network topology, where virtual machines (VMs) on one subnet are forwarded through an intermediate router (host) to a NAT gateway.
Before diving into the technical details, it's important to understand what makes this installation unique and why it required patience and persistence. Unlike typical Ubuntu installations that rely on GRUB and ext4, this system was crafted with a ZFS root on striped NVMe drives (though a mirror would
Introduction Communication shapes understanding, and understanding builds unity. Where voices are heard, wisdom is shared, and barriers fall away. Technology can serve as a bridge rather than a division in a world filled with diverse perspectives. When used with care, AI enhances communication, not by replacing human connection but by
Introduction What Is PCIe Bifurcation? PCIe (Peripheral Component Interconnect Express) bifurcation is a technique that splits a single PCIe slot into multiple independent lanes, allowing various devices to share the bandwidth of a single PCIe slot. This approach was historically helpful in expanding connectivity options without requiring additional PCIe slots
Introduction When working with astrophotography and automation, you often need to decide where software should run—on a powerful desktop or a mini PC connected to the telescope. The key challenge is ensuring that CPU/GPU-intensive applications run on the powerhouse while keeping control and hardware interaction on the mini
Introduction PixInsight is a powerful astrophotography processing application, but its performance varies significantly depending on the platform it runs on. In this benchmark study, we explore the performance of PixInsight running in Windows 11 versus WSL2 (Windows Subsystem for Linux 2) on the same Intel i9-13900K system. Key Takeaway: 🚀 PixInsight
Introduction Edge-TTS is one of those fascinating technologies with vague license and questionable legitimacy—yet it just performs. I Presume you've used the Edge-TTS Python package. In that case, you might already understand it taps into Microsoft's Bing Text-to-Speech API—the same API powering read-aloud functionality
Introduction: What Is Immich? Immich is an open-source, self-hosted media solution that aims to be a privacy-focused alternative to services like Google Photos or iCloud. It offers AI-powered features such as face detection, object recognition, and automatic organization of your media libraries. Immich also provides mobile apps (iOS/Android), so
Introduction I write this from a painful personal experience, an experience I never even thought about, let alone how to handle it when you can no longer Copy-on-write. COW filesystems like BTRFS are great for data integrity and snapshotting, but they have quirks. In this blog, we'll explain
Introduction In this article, I will examine OpenAI's API endpoints. Whose design has led many GPT providers to adopt similar structures and JSON payloads. I will cover the significant endpoints, showing example payloads for each, how to call them using Python and cURL, and what responses to expect.
Introduction Sentiment analysis is crucial in natural language processing (NLP), helping LLMs understand the tone and emotion behind text. Whether for chatbots, AI assistants, or content moderation, sentiment detection enables models to classify text as positive, neutral, or negative. In this technical deep dive, we'll explore: * Different approaches
