Latest Articles

Host Setup for Qemu KVM GPU Passthrough with VFIO on Linux

devops

Host Setup for Qemu KVM GPU Passthrough with VFIO on Linux

GPU passthrough shouldn’t feel like sorcery. If you’ve ever lost a weekend to half-working configs, random resets, or a guest that only boots when the moon is right, this guide is for you.

Dmitry Trifonov

Dmitry Trifonov

August 22, 2025

How to Give Your RTX GPU Nearly Infinite Memory for LLM Inference

large-language-models

How to Give Your RTX GPU Nearly Infinite Memory for LLM Inference

Network-Attached KV Cache for Long-Context, Multi-Turn Workloads. Let's be honest — we can't afford an H100. Learn how to extend your RTX GPU's effective memory using innovative KV cache offloading techniques.

Natalia Trifonova

Natalia Trifonova

August 10, 2025

Bug Bounty: NVidia Reset Bug

qemu

Bug Bounty: NVidia Reset Bug

Hey everyone — we’re building a next-gen GPU cloud for AI developers at CloudRift, and we’ve run into a frustrating issue that’s proven nearly impossible to debug. We’re turning to the community for help.

Dmitry Trifonov

Dmitry Trifonov

August 6, 2025

From Zero to GPU: Creating a dstack Backend for CloudRift

cloud-computing

From Zero to GPU: Creating a dstack Backend for CloudRift

If you’ve ever wished you could plug your own GPU infrastructure into dstack instead of relying on the default cloud providers, you’re not alone. In t...

Slawomir Strumecki

Slawomir Strumecki

July 30, 2025

Choosing Your LLM Powerhouse: A Comprehensive Comparison of Inference Providers

api

Choosing Your LLM Powerhouse: A Comprehensive Comparison of Inference Providers

Price, Throughput, and Features

Natalia Trifonova

Natalia Trifonova

July 8, 2025

AI tools for designers who don’t code (yet)

cloudrift

AI tools for designers who don’t code (yet)

A no-pressure guide for designers to open- and closed-source tools and communities

Heiko Heilig

Heiko Heilig

June 23, 2025

How to run Oobabooga WebUI on a rented GPU

open-source

How to run Oobabooga WebUI on a rented GPU

I Ran a Local LLM in the Cloud (and Didn’t Break Anything)

Heiko Heilig

Heiko Heilig

May 23, 2025

How to Leverage Cloud-hosted LLM and Pay Per Usage?

llm

How to Leverage Cloud-hosted LLM and Pay Per Usage?

Overview of the CloudRift LLM-as-a-service

Dmitry Trifonov

Dmitry Trifonov

May 21, 2025

Godot Game Server with Chat Bots

llm

Godot Game Server with Chat Bots

Building a Game Server with Chat Bots in Godot​

Slawomir Strumecki

Slawomir Strumecki

May 7, 2025

Godot Game Server

cloudrift

Godot Game Server

In this tutorial, we’ll use a modified version of the Godot Multiplayer Template to show how to run a dedicated game server using Rift. This guide is ...

Slawomir Strumecki

Slawomir Strumecki

May 3, 2025

How to run ComfyUI with a rented GPU

GPU

How to run ComfyUI with a rented GPU

A no-nonsense guide to renting powerful GPUs, launching ComfyUI, and actually enjoying the ride.

Heiko Heilig

Heiko Heilig

April 17, 2025

How to Develop your First (Agentic) RAG Application?

cloudrift

How to Develop your First (Agentic) RAG Application?

Developing a board-game assistant. No Vibes and Fully Local. In this tutorial, I will show how to create a simple chatbot with RAG running on your local machine.

Natalia Trifonova

Natalia Trifonova

April 16, 2025

So you're curious about open source AI (and a little intimidated)?

cloudrift

So you're curious about open source AI (and a little intimidated)?

A guide for designers and creatives exploring open source AI. You don't need to be a technical expert to get started - just curious enough to look like a newbie sometimes.

Heiko Heilig

Heiko Heilig

April 16, 2025

UnSaaS your Stack with Self-hosted Cloud IDEs

cloud

UnSaaS your Stack with Self-hosted Cloud IDEs

And save money on cloud GPUs for AI development. I am a PC enthusiast and use it as much as possible. However, with the speed at which LLMs are growing in size, it is challenging to avoid the cloud for AI development.

Dmitry Trifonov

Dmitry Trifonov

April 15, 2025

How to Rent a GPU-Enabled Machine for AI Development

aiops

How to Rent a GPU-Enabled Machine for AI Development

This tutorial explains how to rent a GPU-enabled machine and configure a development environment with CloudRift using Jupyter Lab or VS Code.

Dmitry Trifonov

Dmitry Trifonov

April 11, 2025

Prompting DeepSeek. How smart it really is?

cloudrift

Prompting DeepSeek. How smart it really is?

DeepSeek-R1 is a new and powerful AI model that is said to perform on par with leading models from companies like OpenAI but at a significantly lower cost.

Dmitry Trifonov

Dmitry Trifonov

February 25, 2025

Cut the BS: Why LinkedIn Makes Me Want to Scream (Sometimes)

job-hunting

Cut the BS: Why LinkedIn Makes Me Want to Scream (Sometimes)

A candid critique of LinkedIn's professional culture, focusing on inauthentic communication, over-the-top language, and the problematic trend of automated networking. Sometimes the truth hurts.

Heiko Heilig

Heiko Heilig

October 9, 2024

How to develop your first LLM app? Context and Prompt Engineering

llm

How to develop your first LLM app? Context and Prompt Engineering

In this tutorial, we will develop a simple LLM-based application for rehearsal. We will supply text to the app, like a chapter of the book, and the app will ask us a question about the text.

Dmitry Trifonov

Dmitry Trifonov

September 22, 2024

How to run Oobabooga in Docker?

generative-ai-tools

How to run Oobabooga in Docker?

This is a short tutorial describing how to run Oobabooga LLM web UI with Docker and Nvidia GPU.

Dmitry Trifonov

Dmitry Trifonov

September 14, 2024

How to start development with LLM?

ollama

How to start development with LLM?

Starting in any hot field may feel overwhelming. Let me help my fellow developers navigate it and describe a few good starter tools: LM Studio, Ollama, Open WebUI, and Oobabooga.

Dmitry Trifonov

Dmitry Trifonov

September 14, 2024

A Transformative Journey? Why Certificates Won't Make You a Better Designer

graphic-design

A Transformative Journey? Why Certificates Won't Make You a Better Designer

The real value of education isn't in the certificate you receive at the end, but in the knowledge and skills you gain. Stop collecting credentials and start collecting capabilities.

Heiko Heilig

Heiko Heilig

September 9, 2024