AI Platform Engineering, Investing & DevOps Blog

Ubuntu 26.10 Stonking Stingray is the next interim release, and planning the move should feel simple, not stressful. Are you looking for a clean guide that helps you choose the right path before you run anything? This walkthrough is built to keep the process clear from start to finish. This article shows the supported route to Ubuntu 26.10 in one place: from Ubuntu 26.04 LTS once the interim upgrade prompt opens after the October 15, 2026 release, with the LTS-to-LTS move from Ubuntu 24.04 LTS covered as the first step. It also explains what to check before and after the reboot so the process stays predictable and easy to verify. If you want the smoothest result, read the full guide first and then run the commands in order. It also includes a dedicated kernel section that shows how to move to the latest stable 7.1.8 build or try the new Linux 7.2 release, separate from the main OS upgrade path.

Tags: how-toupgrade

European mega-cap dividend stocks combine the scale of the region's largest businesses with dependable income for investors seeking global diversification. Are you looking for dividend-paying European leaders with strong competitive positions and consistent payouts? Siemens is a diversified technology conglomerate specializing in industrial automation, digitization, and smart infrastructure solutions serving diverse markets. AstraZeneca is a global pharmaceutical company with a broad portfolio of innovative medicines serving patients worldwide. Roche is a global healthcare company operating in pharmaceuticals and diagnostics, developing medicines and diagnostic solutions for major disease areas. European mega-cap dividend stocks offer dependable payouts backed by dominant franchises, resilient cash generation, and attractive yields. These are among the best European mega-cap dividend stocks for 2026.

Tags: stocks

Grok is the AI assistant built by xAI, Elon Musk's artificial intelligence company now branded SpaceXAI. Launched in November 2023 as the first chatbot embedded directly inside X, Grok has grown into a full assistant family: the Grok app, real-time answers grounded in the X platform, image and voice features, a coding agent called Grok Build, and the Grok 4.5 and 4.6 models that now rank at the frontier. In this guide, we explain what Grok is, how the Grok 4.x model family works, what real-time X data actually changes, what the plans cost, and how to use Grok well - for research, writing, coding, analysis, and everyday productivity.

International small-cap dividend stocks combine the growth potential of smaller non-US businesses with dependable income for investors seeking global diversification. Are you looking for dividend-paying international operators with meaningful room to expand beyond their domestic markets? SKS Technologies Group is a technology company providing engineering services, software development, and digital transformation solutions for industrial clients across Europe. Aryt Industries is a defense technology company that designs and manufactures electronic fuses and detonators for artillery, armored platforms, and aerospace applications. Solstad Offshore is a Norwegian offshore shipping company that owns and operates a fleet of specialized vessels for subsea and offshore energy services. International small-cap dividend stocks offer dependable payouts backed by established operations, resilient cash generation, and attractive yields. These are among the best international small-cap dividend stocks for 2026.

Tags: stocks

International mid-cap dividend stocks combine the scale of established non-US businesses with dependable income for investors seeking global diversification. Are you looking for dividend-paying global leaders in shipping, trading, and energy services outside the United States? Höegh Autoliners is a Norwegian shipping company operating a fleet of pure car and truck carriers with a global network of ocean routes. XTB is a Polish fintech company operating an online trading platform that gives retail clients access to global financial markets. CES Energy Solutions is a Canadian oilfield services company providing drilling fluids, chemicals, and production services to energy operators across North America. International mid-cap dividend stocks offer dependable payouts backed by established franchises, resilient cash generation, and attractive yields. These are among the best international mid-cap dividend stocks for 2026.

Tags: stocks

Google Gemini is Google DeepMind's family of AI models and the assistant Google has built around them. In 2026 Gemini is much more than a chatbot: it combines the Gemini 3 family of models with live Search grounding, Deep Research, file and data analysis, image and video generation, voice, Canvas, Gems, connected Google apps, and agentic modes like Gemini Agent, Antigravity, and Spark that carry out multi-step tasks on your behalf. In this guide, we explain what Gemini is, how the Gemini 3.1 Pro, 3.7 Flash, and Flash-Lite models fit together, what Deep Research, Gemini Agent, Antigravity, and Jules can do, what the plans cost, and how to use Gemini well - for research, writing, coding, data analysis, learning, and everyday productivity.

DeepSeek is a Chinese AI lab and the open-weight assistant built around its models. In 2026 DeepSeek is best known for the V4 family: V4 Pro and V4 Flash, both with a 1 million-token context window, MIT-licensed weights you can download and run yourself, and API pricing that keeps pushing the whole industry down. In this guide, we explain what DeepSeek is, how the V4 Pro and V4 Flash models fit together, what makes open weights matter, why R2 still hasn't shipped, what the app and API cost, and how to use DeepSeek well - for coding, long-document analysis, research, and everyday productivity.

International large-cap dividend stocks combine the scale of established non-US businesses with dependable income for investors seeking global diversification. Are you looking for dividend-paying global leaders in banking, insurance, and energy services outside the United States? UniCredit is an Italian banking group operating across Europe with diversified corporate, retail, and wealth management businesses. BPER Banca is an Italian commercial banking group serving retail, corporate, and private clients across the country. Banco BPM is an Italian banking group providing retail, corporate, and private banking services through a nationwide branch network. International large-cap dividend stocks offer dependable payouts backed by established franchises, resilient cash generation, and attractive yields. These are among the best international large-cap dividend stocks for 2026.

Tags: stocks

Here is a list of the best Cate Blanchett movies to watch on Amazon Prime or iTunes. My favorite ones are "The Curious Case of Benjamin Button" and "The Lord of the Rings" trilogy.

International mega-cap dividend stocks combine the scale of the largest non-US companies with dependable income for investors seeking global diversification. Are you looking for dividend-paying global leaders in banking, engineering, healthcare, and consumer goods outside the United States? Mitsubishi UFJ Financial Group is Japan's largest financial group providing banking, trust, and securities services across global markets. Royal Bank of Canada operates one of North America's leading banking franchises with diversified wealth management and capital markets businesses. Siemens specializes in industrial automation, digitalization, and smart infrastructure solutions with deep engineering heritage and global manufacturing expertise. International mega-cap dividend stocks offer dependable payouts backed by global scale, dominant market positions, and resilient cash generation. These are among the best international mega-cap dividend stocks for 2026.

Tags: stocks