Rost

Software developer with interests in photography, music, self-hosting, AI, LLM, Python and Go

Melbourne, Australia Joined on Oct 3, 2025 https://www.glukhov.org/

Rost

Dec 24

Choosing the Right LLM for Cognee: Local Ollama Setup

#selfhosting #llm #ai #ollama

3 min read

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Rost

Dec 23

Install KVM on Ubuntu 24.04

#linux #devops

2 min read

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Dec 22

Go Workspace Structure: From GOPATH to go.work

#go #dev #devops

11 min read

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Dec 22

SEO Breadcrumbs: Schema Markup Implementation Guide

#seo #hugo #webhosting #javascript

8 min read

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Dec 22

Show Git Branch & Status in Bash Prompt

#linux #bash #git #devops

10 min read

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Dec 19

Go Project Structure: Practices & Patterns

#go #dev #api

9 min read

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Dec 19

Snap vs Flatpak: Ultimate Guide for 2025

#linux #devops #opensource

9 min read

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Dec 18

Dependency Injection: a Python Way

#python #architecture #dev #coding

10 min read

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Dec 17

Fixing: Ubuntu lost network after kernel upgrade

#linux #bash #devops #hardware

3 min read

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Dec 11

Deploy Hugo Site to AWS S3 with AWS CLI

#hugo #aws #devops #cloud

7 min read

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Dec 10

Dependency Injection in Go: Patterns & Best Practices

#go #architecture #dev

9 min read

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Dec 9

Jupyter Notebook Cheatsheet

#python #cheatsheet #dev #ai

7 min read

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Dec 7

RAM Price in Australia - December 2025

#hardware

2 min read

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Dec 6

Parallel Table-Driven Tests in Go

#go #dev #devops

9 min read

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Dec 5

Using Ollama Web Search API in Python

#llm #ai #ollama #python

9 min read

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Dec 5

Using Ollama Web Search API in Go

#llm #ai #ollama #go

11 min read

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Dec 5

Vector Stores for RAG Comparison

#llm #ai #rag #python

7 min read

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Dec 3

Huge RAM Price Surge in 2025: 163-275% and more...

#hardware #ai #selfhosting

9 min read

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Nov 29

Adding Swagger to API implemented in Go

#api #go #dev

11 min read

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Nov 29

Local LLM Hosting: Complete 2025 Guide - Ollama, vLLM, LocalAI, Jan, LM Studio & More

#llm #ai #ollama #privacy

19 min read

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Nov 27

Python Linters: A Guide for Clean Code

#python #dev #devops #vscode

8 min read

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Nov 27

Go Linters: Essential Tools for Code Quality

#go #devops #dev

9 min read

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Nov 27

Converting Windows Text to Linux Format

#linux #bash #cheatsheet #git

9 min read

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Nov 26

NVidia RTX 5080 and RTX 5090 prices in Australia - November 2025

#selfhosting #hardware #nvidia #offline

3 min read

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Nov 21

AI Infrastructure on Consumer Hardware

#llm #ai #ollama #docker

9 min read

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Nov 21

Build Python Packages: Development to PyPI Guide

#python #devops #git

10 min read

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Nov 21

LaTeX to Markdown Conversion Tools

#linux #bash #dev #git

12 min read

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Nov 21

Go Microservices for AI/ML Orchestration

#go #ai #llm

9 min read

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Nov 21

Cross-Modal Embeddings: Bridging AI Modalities

#ai #deeplearning #llm #python

11 min read

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Nov 21

Tables in Markdown: Complete Guide

#markdown #cheatsheet #hugo #github

7 min read

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Nov 21

Advanced Anti-Fingerprinting Protection

#privacy #javascript #devops #linux

10 min read

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Nov 19

Prometheus Monitoring: Complete Setup & Best Practices

#devops #linux #docker #k8s

9 min read

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Nov 19

Advanced RAG: LongRAG, Self-RAG and GraphRAG Explained

#ai #llm #rag #python

12 min read

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Nov 16

StatefulSets & Persistent Storage in Kubernetes

#kubernetes #k8s #devops

8 min read

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Nov 16

Snap Package Manager Cheatsheet

#snap #linux #ubuntu #devops

14 min read

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Nov 16

Python Design Patterns for Clean Architecture

#python #api #dev #architecture

12 min read

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Nov 16

Ubuntu Package Management: APT and dpkg Cheatsheet

#linux #ubuntu #devops

12 min read

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Nov 16

Go Unit Testing: Structure & Best Practices

#go #testing #devops

7 min read

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Nov 16

Linux Data Science Stack: Jupyter, Pandas & Tools

#datascience #linux #jupyter

8 min read

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Nov 16

Helm Charts: Kubernetes Package Management

#k8s #kubernetes #devops

11 min read

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Nov 16

Install and Use Grafana on Ubuntu: Complete Guide

#grafana #devops #monitoring

9 min read

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Nov 16

Flatpak Cheatsheet: Universal Linux Package Manager

#linux #devops #flatpack

15 min read

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Nov 12

Saga Pattern in Distributed Transactions - With Examples in Go

#go #coding #architecture #microservices

8 min read

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Nov 9

Notes on the margins

#selfhosting #python #llm #image

3 min read

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Nov 8

Adding NVIDIA GPU Support to Docker Model Runner

#docker #llm #nvidia #ubuntu

6 min read

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Nov 8

Hugo Caching Strategies

#hugo #webdev #markdown #devops

7 min read

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Nov 8

Zero-Knowledge Architecture: Privacy by Design

#architecture #privacy #security #devops

4 min read

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Nov 6

Go Generics: Use Cases and Patterns

#go #coding #programming

7 min read

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Nov 5

DORA Metrics: Measuring DevOps Success

#devops #infrastructure #performance #cicd

8 min read

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Nov 4

Multi-Tenancy Database Patterns with examples in Go

#go #database #sql #saas

9 min read

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Nov 4

Architectural Patterns for Securing Data: At Rest, In Transit, and At Runtime

#architecture #security #privacy #data

14 min read

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Oct 26

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

4 min read

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Oct 26

Building MCP Servers in Python: WebSearch & Scrape Guide

#python #mcp #ai #llm

9 min read

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Oct 24

HTML Preprocessing for LLMs

#html #python #programming

6 min read

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Oct 20

Linux Virtualization Solutions: A Complete Comparison Guide

#vm #linux #devops

4 min read

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Oct 19

Alternative search engines

#privacy #google #web #resources

2 min read

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Oct 16

Building the IndieWeb: A Technical Guide for Developers

#indieweb #webdev #programming

4 min read

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Oct 14

Gemini Protocol: A Minimalist Alternative to the Web

#gemini #web3 #webdev #privacy

9 min read

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Oct 13

Using Dev Containers in VS Code

#tutorial #vscode #tooling #docker

3 min read

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Oct 12

Go 1.25 release - what's new

#go

9 min read

Writing Debut

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