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Rost Glukhov

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Rost Glukhov

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Oct 14

Qwen 4 Is Coming — and It Could Be the Biggest Leap for Local AI in 2026

Alibaba’s next Qwen generation is in training. Historical benchmarks, an architecture preview, and release rumors suggest interesting…

Qwen 4 Is Coming — and It Could Be the Biggest Leap for Local AI in 2026

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Practical LLM Systems

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Rost Glukhov

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Oct 7

12 Self-Hosted Deep Research Systems Compared

Deep Research has become its own category of software, not just a model pointed at a search box. This article compares twelve self-hosted…

12 Self-Hosted Deep Research Systems Compared

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Practical LLM Systems

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Rost Glukhov

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Aug 23

I Compared Every Major GPU for Local AI in 2026 — The Winner Wasn’t the Most Expensive

You can spend $1,800 on a GPU and still be unable to run the model you want. Or you can spend $950 and run it comfortably. The difference…

I Compared Every Major GPU for Local AI in 2026 — The Winner Wasn’t the Most Expensive

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Practical LLM Systems

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Rost Glukhov

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3d ago

Setting Up Hindsight Memory for Hermes — The Right Way

A long context window is not memory. If you run Hermes Agent for more than one session, you need a store that keeps decisions, facts, and…

Setting Up Hindsight Memory for Hermes — The Right Way

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Go Systems

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Rost Glukhov

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5d ago

Upgrading to Go 1.27: What Breaks, What to Adopt First

json/v2 under the hood, stdlib uuid, and GODEBUG traps.

Upgrading to Go 1.27: What Breaks, What to Adopt First

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Go Systems

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Rost Glukhov

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Oct 4

Go Web Frameworks in 2026: net/http, chi, Gin, Echo, Fiber Compared

Go ships a production-capable HTTP server in its standard library, and since Go 1.22 the built-in router handles method matching and path…

Go Web Frameworks in 2026: net/http, chi, Gin, Echo, Fiber Compared

Rost Glukhov

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Oct 3

Self-Hosted SEO Tools and Platforms

Self-hosted SEO now covers crawlers, Search Console dashboards, rank trackers, MCP servers, and local AI. This guide compares the main…

Self-Hosted SEO Tools and Platforms

Rost Glukhov

·

Sep 26

Python Web Scraping Packages: Which One Should You Use?

Python has no shortage of web scraping libraries. The difficult part is not finding one; it is choosing the right level of tooling for the…

Python Web Scraping Packages: Which One Should You Use?

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Practical LLM Systems

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Rost Glukhov

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Sep 22

OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

OpenSpec is a free, open-source CLI from Fission AI that gets you and your coding agent to agree on a change in plain Markdown before any…

OpenSpec Quickstart: Install, Workflow, and Common Pitfalls

Rost Glukhov

·

Sep 20

RTX 5090 vs 128GB Unified Memory: Strix Halo, DGX Spark, and Mac Studio M5

A year ago, buying local AI hardware mostly meant asking how much VRAM you needed. In 2026 the sharper question is whether 32GB of very…

RTX 5090 vs 128GB Unified Memory: Strix Halo, DGX Spark, and Mac Studio M5

Rost Glukhov

Rost Glukhov

Software engineer, astrophotographer and musician. Author of https://www.glukhov.org/

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