Rost Glukhov | AI Systems & Infrastructure

The NVIDIA DGX Spark (GB10 Grace Blackwell) is now available in Australia at major PC retailers with local stock.

Creating custom planner inserts combines the satisfaction of analog planning with the flexibility of digital design tools.

PDFMiner.six is a powerful Python library for extracting text, metadata, and layout information from PDF documents.

Playwright is a powerful, modern browser automation framework that revolutionizes web scraping and end-to-end testing.

This post is just to show a nice photo of the snake-arranged coals in my BBQ, ready to fire.

The proliferation of AI-generated content has created a new challenge: distinguishing genuine human writing from “AI slop” - low-quality, mass-produced synthetic text.

Cognee is a Python framework for building knowledge graphs from documents using LLMs.

When working with Large Language Models in production, getting structured, type-safe outputs is critical.

Choosing the Best LLM for Cognee demands balancing graph-building quality, hallucination rates, and hardware constraints.

You install KVM on Ubuntu 24.04 by checking CPU virtualization support, installing the KVM/libvirt packages, enabling the libvirtd service, and (optionally) installing virt‑manager for a GUI.

Managing Go projects effectively requires understanding how workspaces organize code, dependencies, and build environments.

A well-configured bash prompt displaying git repository information can dramatically improve your development workflow.

Breadcrumb navigation combined with proper schema markup is one of the most effective yet underutilized SEO techniques that can significantly improve your website’s search visibility and user experience.

Universal package managers have transformed Linux software distribution, making cross-distribution compatibility a reality.

Structuring a Go project effectively is fundamental to long-term maintainability, team collaboration, and scalability.

Dependency injection (DI) is a fundamental design pattern that promotes clean, testable, and maintainable code in Python applications.

After automatically installing a new kernel, Ubuntu 24.04 has lost the ethernet network.

Deploying a Hugo static site to AWS S3 using the AWS CLI provides a robust, scalable solution for hosting your website.

Dependency injection (DI) is a fundamental design pattern that promotes clean, testable, and maintainable code in Go applications.

Jumpstart the Jupyter Notebook productivity with essential shortcuts, magic commands, and workflow tips that will transform your data science and development experience.

With this crazy RAM prices volatility, to form and have a better picture, let’s track the RAM price in Australia ourselves first.

Table-driven tests are the idiomatic Go approach for testing multiple scenarios efficiently.

Ollama’s Python library now includes native OLlama web search capabilities.

Choosing the right vector store can make or break your RAG application’s performance, cost, and scalability.

Ollama’s Web Search API lets you augment local LLMs with real-time web information.

The memory market is experiencing unprecedented price volatility in late 2025, with RAM prices surging dramatically across all segments.

API documentation is crucial for any modern application, and for Go APIs Swagger (OpenAPI) has become the industry standard.

Running LLMs locally is now practical for developers, startups, and even enterprise teams.

Modern Go development demands rigorous code quality standards.

Python linters are essential tools that analyze your code for errors, style issues, and potential bugs without executing it.

Line ending inconsistencies between Windows and Linux systems cause formatting issues, Git warnings, and script failures.

Let’s compare prices for top-level consumer GPUs, that are suitable for LLMs in particular and AI in general.

As AI and ML workloads become increasingly complex, the need for robust orchestration systems has become greater.

Tables are one of the most powerful features in Markdown for organizing and presenting structured data.

Cross-modal embeddings represent a breakthrough in artificial intelligence, enabling understanding and reasoning across different data types within a unified representation space.

Converting LaTeX documents to Markdown has become essential for modern publishing workflows, integrating static site generators, documentation platforms, and version control systems while maintaining readability and simplicity.

Python packaging has evolved significantly, with modern tools and standards making it easier than ever to distribute your code.

The democratization of AI is here.

In the modern web, your digital identity can be tracked without cookies or explicit consent through sophisticated ditital fingerprinting techniques.

Prometheus has become the de facto standard for monitoring cloud-native applications and infrastructure, offering metrics collection, querying, and integration with visualization tools.

Retrieval-Augmented Generation (RAG) has evolved far beyond simple vector similarity search.

FastAPI has emerged as one of the most exciting Python web frameworks for building APIs, combining modern Python features with exceptional performance and developer experience.

Flutter DevTools is the essential companion for every Flutter developer, providing a powerful suite of debugging and performance analysis tools that help you build high-quality applications efficiently.

Building high-performance REST APIs with Go has become a standard approach for powering systems at Google, Uber, Dropbox, and countless startups.

Ubuntu’s package management system is the backbone of software installation and maintenance, making it essential knowledge for any Linux user or system administrator.

Flatpak is a next-generation technology for building and distributing desktop applications on Linux, offering universal packaging, sandboxing, and seamless cross-distribution compatibility.

Grafana is the leading open-source platform for monitoring and observability, transforming metrics, logs, and traces into actionable insights through stunning visualizations.

Go’s built-in testing package provides a powerful, minimalist framework for writing unit tests without external dependencies.

Snap is Canonical’s revolutionary universal package management system that brings containerized applications, automatic updates, and enhanced security to Ubuntu and other Linux distributions.

Linux has become the de facto operating system for data science professionals, offering unmatched flexibility, performance, and a rich ecosystem of tools.