Author | Lightnews

Rost Glukhov @rosgluk.bsky.social · 10h

NVIDIA DGX Spark vs Mac Studio vs RTX-4080: Ollama Performance Comparison:
www.glukhov.org/post/2025/10...
#ollama #nvidia #dgx #dgxspark #performance #devops #mac #macstudio #llm #gpt

NVIDIA DGX Spark vs Mac Studio vs RTX-4080: Ollama Performance Comparison

Real-world Ollama performance comparison running GPT-OSS 120b (a 117B parameter MoE model with 5.1B active parameters) across NVIDIA DGX Spark, Mac Studio, and RTX 4080. Detailed benchmarks show promp...

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 16h

Building MCP Server in Python: WebSearch & Scrape example:
www.glukhov.org/post/2025/10...
#mcp #rag #python #coding #websearch #ai

Building MCP Servers in Python: WebSearch & Scrape Guide

A comprehensive guide to implementing Model Context Protocol (MCP) servers in Python with practical examples for web search and scraping capabilities, enabling seamless AI tool integration.

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 1d

Ubuntu Keyboard Shortcuts: Complete Cheatsheet:
www.glukhov.org/post/2025/10...
#ubuntu #gnome #terminal #cheatsheet #productivity

Ubuntu Keyboard Shortcuts: Complete Cheatsheet

Master Ubuntu productivity with essential keyboard shortcuts for window management, workspaces, terminal, file management, and system controls. Boost your Linux workflow efficiency today.

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 2d

Comparing 6 Python libraries for HTML-to-Markdown conversion
with benchmarks, code examples, and practical recommendations for web scraping, LLM preprocessing, and Hugo migrations:
www.glukhov.org/post/2025/10...
#python #development #html #markdown #dev #hugo #coding #llm

Converting HTML to Markdown with Python: A Comprehensive Guide

Comparing 6 Python libraries for HTML-to-Markdown conversion with benchmarks, code examples, and practical recommendations for web scraping, LLM preprocessing, and Hugo migrations. Find the perfect to...

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 2d

Docker Model Runner cheatsheet with commands, examples, and best practices. Learn docker model pull, run, package, and configuration options for deploying AI models locally with Docker's official LLM tool:
www.glukhov.org/post/2025/10...
#cheetsheet #llm #devops #selfhosting #ai #ollama

Docker Model Runner Cheatsheet: Commands & Examples

Complete Docker Model Runner cheatsheet with commands, examples, and best practices. Learn docker model pull, run, package, and configuration options for deploying AI models locally with Docker's offi...

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 3d

Compare Docker's new Model Runner with Ollama for local LLM deployment.
Detailed analysis of performance, ease of use, GPU support, API compatibility, and when to choose each solution for the AI workflow in 2025:
www.glukhov.org/post/2025/10...
#llm #devops #selfhosting #ai #docker #ollama

Docker Model Runner vs Ollama: Which to Choose?

Compare Docker's new Model Runner with Ollama for local LLM deployment. Detailed analysis of performance, ease of use, GPU support, API compatibility, and when to choose each solution for your AI work...

www.glukhov.org

3

Rost Glukhov @rosgluk.bsky.social · 4d

Service mesh implementation with Istio and Linkerd in Kubernetes. Compare performance benchmarks, security features, traffic management patterns, and deployment strategies.
www.glukhov.org/post/2025/10...
#k8s #kubernetes #devops

Implementing Service Mesh with Istio and Linkerd: A Comprehensive Guide

Master service mesh implementation with Istio and Linkerd in Kubernetes. Compare performance benchmarks, security features like mTLS, traffic management patterns, and deployment strategies. Includes s...

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 5d

Explore Nostr's censorship-resistant protocol, user growth statistics, and how it compares to Bluesky and Mastodon in the decentralized social media landscape:
www.glukhov.org/post/2025/10...
#censorship #privacy #anonymity #blockchain

Nostr: Decentralized Social Networking, User Statistics, and Alternatives

Explore Nostr's censorship-resistant protocol, user growth statistics, and how it compares to Bluesky and Mastodon in the decentralized social media landscape.

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 6d

Multipass virtual machine manager - installation, setup, and essential commands cheatsheet
www.glukhov.org/post/2025/10...
#linux #ubuntu #windows #mac #devops #cheetsheet #vm

Multipass VM Manager Cheatsheet: Ubuntu, Windows & macOS Guide

Complete guide to Multipass virtual machine manager for Ubuntu, Windows, and macOS with installation, setup, and essential commands cheatsheet.

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 7d

The Free Speech Fallacy occurs when someone uses the concept of free speech to deflect criticism or avoid accountability for their statements. Learn about this logical fallacy with examples:
www.logical-fallacy.com/articles/fre...
#logicalfallacy #logic #philosophy #debating #politics

Free Speech Fallacy - Definition and Examples

The Free Speech Fallacy occurs when someone uses the concept of free speech to deflect criticism or avoid accountability for their statements. Learn about this logical fallacy with examples.

www.logical-fallacy.com

Rost Glukhov @rosgluk.bsky.social · 7d

A nice guide to alternative search engines including hosted and self-hosted options, AI-powered search, and privacy-focused alternatives
www.glukhov.org/post/2025/10...
#search #research #google #bing #perplexity #web

Beyond Google: Alternative Search Engines Guide

Comprehensive guide to alternative search engines including hosted and self-hosted options, AI-powered search, and privacy-focused alternatives.

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 8d

Comprehensive analysis of Tor network statistics from 2015-2025, examining exit relay and bridge count fluctuations, underlying causes, and implications for network resilience and user accessibility:
www.glukhov.org/post/2025/10...
#tor #privacy #statistics #anonymity #censorship #vpn

Tor Network Statistics: A Decade of Growth and Challenges (2015-2025)

Comprehensive analysis of Tor network statistics from 2015-2025, examining exit relay and bridge count fluctuations, underlying causes, and implications for network resilience and user accessibility.

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 9d

ASICs for LLMs?
Exploring how specialized inference chips are revolutionizing AI deployment with 10-50× better performance per watt than GPUs, featuring real benchmarks and architectural insights into the future of LLM hardware:
www.glukhov.org/post/2025/10...
#hardware #ai #llm #asic #hosting

The Rise of LLM ASICs: Why Inference Hardware Matters

Exploring how specialized inference chips are revolutionizing AI deployment with 10-50× better performance per watt than GPUs, featuring real benchmarks and architectural insights into the future of L...

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 10d

Indie Web movement - principles, technologies, and tools for building your independent online presence.
Learn about webmentions, microformats, static site generators, and decentralized alternatives to corporate social media
www.glukhov.org/post/2025/10...
#indieweb #digitalid #hugo #web #selfhosting

Indie Web: Reclaiming Digital Independence

A guide to the Indie Web movement - principles, technologies, and tools for building your independent online presence. Learn about webmentions, microformats, static site generators, and decentralized ...

www.glukhov.org

2

Rost Glukhov @rosgluk.bsky.social · 11d

NVIDIA DGX Spark is released! Typical configs, when and where you can actually buy it, country-by-country street pricing (with USD equivalents), and how it compares against Apple’s Mac Studio for local AI work:
www.glukhov.org/post/2025/10...
#NVIDIA #DGXSpark #hardware #ai #selfhosting #llm

DGX Spark vs. Mac Studio: Price-Checked Look at NVIDIA's Personal AI Supercomp

This technical brief explains what NVIDIA DGX Spark is, typical configs, when and where you can actually buy it, country-by-country street pricing (with USD equivalents), and how its capabilities stac...

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 12d

Explore the Gemini protocol - a lightweight, privacy-focused internet protocol that offers a secure and simple alternative to the modern web, with tools for hosting your own capsule:
www.glukhov.org/post/2025/10...
#gemini #geminiprotocol #indieweb #smallweb #privacy #selfhosting #devops

Gemini Protocol: A Minimalist Alternative to the Web

Explore the Gemini protocol - a lightweight, privacy-focused internet protocol that offers a secure and simple alternative to the modern web, with tools for hosting your own capsule.

www.glukhov.org

1 2

Rost Glukhov @rosgluk.bsky.social · 13d

Create consistent, portable, and reproducible development environments using Dev Containers in VS Code
www.glukhov.org/post/2025/10...
#vscode #programming #coding #docker #containers #dev #devops

Mastering Dev Containers in VS Code

Complete guide to using Dev Containers in Visual Studio Code for creating reproducible, consistent, and isolated development environments. Learn setup, configuration, best practices, and troubleshooti...

www.glukhov.org

1 1

Rost Glukhov @rosgluk.bsky.social · 14d

trying to find how to follow writefreely from bluesky...
@[email protected] ...

Rant.li

rant.li

Rost Glukhov @rosgluk.bsky.social · 14d

Go SDKs for Ollama - overview with usage examples:
www.glukhov.org/post/2025/10...
#ollama #sdk #development #ai #go #golang #coding #programming

Go clients for Ollama: SDK comparison and Qwen3/GPT-OSS examples

Comprehensive guide to using Ollama with Go: comparing official and community SDKs, implementing chat and generate endpoints with raw REST and the official client, and handling thinking modes in Qwen3...

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 15d

3 Ways to Manage State in Flutter Apps - With Code Examples
www.glukhov.org/post/2025/10...
#flutter #coding #development #programming

3 Ways to Manage State in Flutter Apps (With Code Examples)

In this article, we’ll explore three popular ways of managing state in Flutter apps, including real examples and best practices

www.glukhov.org

1

Rost Glukhov @rosgluk.bsky.social · 15d

How to implement State Management in Flutter Apps - with examples:
dasroot.net/posts/2025/1...

State Management in Flutter Apps - with examples

How to implement State Management in Flutter Apps - with examples

dasroot.net

Rost Glukhov @rosgluk.bsky.social · 16d

Building a Dual-Mode AWS Lambda with Python and Terraform - detailed example:
www.glukhov.org/post/2025/10...
#aws #lambda #python #serverless #terraform #sqs #rest #api

Building a Dual-Mode AWS Lambda with Python and Terraform

Implementing API and AWS SQS consumer with AWS Lambda in Python, and deploying with Terraform to AWS

www.glukhov.org

3

Rost Glukhov @rosgluk.bsky.social · 17d

Qwen3:30b vs GPT-OSS:20b: Technical details, performance and speed comparison
www.glukhov.org/post/2025/10...
#ollama #qwen3 #gpt-oss #ai #llm

Comparison: Qwen3:30b vs GPT-OSS:20b

Technical details, performance and speed comparison of LLMs Qwen3:30b vs GPT-OSS:20b

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 17d

Quick look at Write .as / WriteFreely - how it fits into the fediverse, where to get managed hosting (with pricing), what the usage trend looks like, and how to self-host (plus rough costings):
www.glukhov.org/post/2025/10...
#WriteFreely #blog #fediverse #selfhosting

Writefreely Federated Blogging Platform - selfhosting vs managed costs

Here’s a practical, up-to-date briefing on Write.as / WriteFreely—how it fits into the fediverse, where to get managed hosting (with pricing), what the usage trend looks like, and how to self-host (pl...

www.glukhov.org

Rost Glukhov @rosgluk.bsky.social · 18d

Web3 (Blockchain) platforms speed comparison:
dasroot.net/posts/2025/1...

Web3 Blockchain Speed

dasroot.net