Image: How to choose the right server typeTimofeev Vladimirshut­ter­stock

How to choose the right server type

When comparing servers, it quickly becomes clear that the range of options is vast and not always easy to navigate. The right choice depends on your project’s per­for­mance, security and scal­a­bil­i­ty needs. Pro­fes­sion­al providers offer virtual, dedicated and cloud servers at various…

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Image: What is on-premises? Licensing model for server-based softwareMikhail Mishuninshut­ter­stock

What is on-premises? Licensing model for server-based software

Until 2010, the on-premises software licensing model was the standard for Microsoft Office and many other well-known software products. Even today, it continues to play an important role—es­pe­cial­ly for companies with strict data privacy re­quire­ments or a need for highly…

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Image: XCP-ng vs Proxmox. Which virtualization solution is right for you?Ahmet Misirligulshut­ter­stock

XCP-ng vs Proxmox. Which vir­tu­al­iza­tion solution is right for you?

Vir­tu­al­iza­tion is a key part of modern IT in­fra­struc­ture, but choosing the right platform can be complex. Proxmox VE and XCP-ng are two of the most popular open-source options, each offering distinct ap­proach­es and feature sets. In this XCP-ng vs Proxmox com­par­i­son, we explore…

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Image: Proxmox vs VMware. Which is the right fit for your project?Ahmet Misirligulshut­ter­stock

Proxmox vs VMware. Which is the right fit for your project?

In this Proxmox vs VMware (ESXi) com­par­i­son, we’ll explore how they differ in terms of features, security, per­for­mance and scal­a­bil­i­ty. Whether you manage a small lab or an en­ter­prise network, un­der­stand­ing these dif­fer­ences will help you choose the right solution for you. Our…

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Image: Cloud GPU vs. on-premise GPU. Which one is right for your business?ji­jo­math­aidesign­ersshut­ter­stock

Cloud GPU vs. on-premise GPU. Which one is right for your business?

Companies have an important choice between cloud GPUs and on-premise GPUs. Cloud GPUs offer flexible scaling without major upfront costs, while on-premise GPUs deliver long-term value and full control over data. The right setup depends on your workload, budget and data…

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Image: What is a cloud GPU?pix­el­par­ti­cleshut­ter­stock

What is a cloud GPU?

Cloud GPUs combine power and flex­i­bil­i­ty, de­liv­er­ing GPU per­for­mance from the cloud for demanding tasks like machine learning, sim­u­la­tions and vi­su­al­iza­tion. This article explains how cloud GPUs work and where they’re typically used. It also looks at their main ad­van­tages and…

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Image: How do the top 10 RAG frameworks compare to one another?Ahmet Misirligulshut­ter­stock

How do the top 10 RAG frame­works compare to one another?

RAG frame­works connect large language models (LLMs) with current and spe­cial­ized data sources, creating AI systems that provide well-informed, fact-based responses rather than just gen­er­at­ing texts. This tech­nol­o­gy works es­pe­cial­ly well in knowledge bases, support systems and…

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Image: What is hybrid RAG?sakkmesterkeshut­ter­stock

What is hybrid RAG?

With hybrid RAG, large knowledge bases can be searched more ef­fi­cient­ly and relevant in­for­ma­tion found faster. This approach blends tra­di­tion­al keyword search with AI-based semantic analysis to produce more accurate, context-aware answers. This article explains how hybrid RAG…

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Image: What is OpenClaw and how does it work?sdecoretshut­ter­stock

What is OpenClaw and how does it work?

OpenClaw is an open-source, self-hosted AI agent that goes far beyond simple chatbot responses. It runs on your own hardware, is con­trolled through familiar messaging apps, and can in­de­pen­dent­ly perform tasks such as email man­age­ment, calendar or­ga­ni­za­tion, or even complex…

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Image: Which cloud GPU is right for your project?sakkmesterkeshut­ter­stock

Which cloud GPU is right for your project?

Which cloud GPU is right for your project? This guide explains what cloud GPUs are used for, which use cases are common, and which selection criteria matter most in practice. You’ll learn why VRAM is often the limiting factor, how to properly assess computing per­for­mance, and how…

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