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/

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Jan 11

Open WebUI: Self-Hosted LLM Interface

#ai #llm #ollama #docker

13 min read

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Cover image for Melbourne Tech Events in 2026

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Jan 11

Melbourne Tech Events in 2026

#community #melbourne #python #ai

1 min read

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Jan 10

vLLM Quickstart: High-Performance LLM Serving

#llm #ai #python #docker

18 min read

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Jan 9

DGX Spark AU Pricing: $6,249-$7,999 at Major Retailers

#selfhosting #llm #ai #aicoding

3 min read

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Dec 30 '25

DIY Printing Planner Inserts: How to

#offline #filofax #digitaldetox

1 min read

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Dec 30 '25

Extract Text from PDFs with PDFMiner in Python

#python #api #dev #linux

10 min read

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Dec 29 '25

Playwright: Web Scraping & Testing

#python #javascript #node #testing

11 min read

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Dec 28 '25

Snake BBQ method

#images #offline #digitaldetox

1 min read

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Dec 28 '25

Detecting AI Slop: Techniques & Red Flags

#ai #llm #nlp #python

11 min read

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Dec 28 '25

Self-Hosting Cognee: LLM Performance Tests

#selfhosting #llm #ai #rag

9 min read

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Dec 28 '25

BAML vs Instructor: Structured LLM Outputs

#llm #ai #python #api

9 min read

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Dec 24 '25

Choosing the Right LLM for Cognee: Local Ollama Setup

#selfhosting #llm #ai #ollama

3 min read

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Dec 23 '25

Install KVM on Ubuntu 24.04

#linux #devops

2 min read

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Dec 22 '25

Go Workspace Structure: From GOPATH to go.work

#go #dev #devops

11 min read

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Dec 22 '25

SEO Breadcrumbs: Schema Markup Implementation Guide

#seo #hugo #webhosting #javascript

8 min read

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Dec 22 '25

Show Git Branch & Status in Bash Prompt

#linux #bash #git #devops

10 min read

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Dec 19 '25

Go Project Structure: Practices & Patterns

#go #dev #api

9 min read

Cover image for Snap vs Flatpak: Ultimate Guide for 2025

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Dec 19 '25

Snap vs Flatpak: Ultimate Guide for 2025

#linux #devops #opensource

9 min read

Cover image for Dependency Injection: a Python Way

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Dec 18 '25

Dependency Injection: a Python Way

#python #architecture #dev #coding

10 min read

Cover image for Fixing: Ubuntu lost network after kernel upgrade

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Dec 17 '25

Fixing: Ubuntu lost network after kernel upgrade

#linux #bash #devops #hardware

3 min read

Cover image for Deploy Hugo Site to AWS S3 with AWS CLI

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Dec 11 '25

Deploy Hugo Site to AWS S3 with AWS CLI

#hugo #aws #devops #cloud

7 min read

Cover image for Dependency Injection in Go: Patterns & Best Practices

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Dec 10 '25

Dependency Injection in Go: Patterns & Best Practices

#go #architecture #dev

9 min read

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Dec 9 '25

Jupyter Notebook Cheatsheet

#python #cheatsheet #dev #ai

7 min read

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Dec 7 '25

RAM Price in Australia - December 2025

#hardware

2 min read

Cover image for Parallel Table-Driven Tests in Go

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Dec 6 '25

Parallel Table-Driven Tests in Go

#go #dev #devops

9 min read

Cover image for Using Ollama Web Search API in Python

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Dec 5 '25

Using Ollama Web Search API in Python

#llm #ai #ollama #python

9 min read

Cover image for Using Ollama Web Search API in Go

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Dec 5 '25

Using Ollama Web Search API in Go

#llm #ai #ollama #go

11 min read

Cover image for Vector Stores for RAG Comparison

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Dec 5 '25

Vector Stores for RAG Comparison

#llm #ai #rag #python

7 min read

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Dec 3 '25

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

#hardware #ai #selfhosting

9 min read

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Nov 29 '25

Adding Swagger to API implemented in Go

#api #go #dev

11 min read

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Nov 29 '25

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 '25

Python Linters: A Guide for Clean Code

#python #dev #devops #vscode

8 min read

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Nov 27 '25

Go Linters: Essential Tools for Code Quality

#go #devops #dev

9 min read

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Nov 27 '25

Converting Windows Text to Linux Format

#linux #bash #cheatsheet #git

9 min read

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Nov 26 '25

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

#selfhosting #hardware #nvidia #offline

3 min read

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Nov 21 '25

AI Infrastructure on Consumer Hardware

#llm #ai #ollama #docker

9 min read

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Nov 21 '25

Build Python Packages: Development to PyPI Guide

#python #devops #git

10 min read

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Nov 21 '25

LaTeX to Markdown Conversion Tools

#linux #bash #dev #git

12 min read

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Nov 21 '25

Go Microservices for AI/ML Orchestration

#go #ai #llm

9 min read

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Nov 21 '25

Cross-Modal Embeddings: Bridging AI Modalities

#ai #deeplearning #llm #python

11 min read

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Nov 21 '25

Tables in Markdown: Complete Guide

#markdown #cheatsheet #hugo #github

7 min read

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Nov 21 '25

Advanced Anti-Fingerprinting Protection

#privacy #javascript #devops #linux

10 min read

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Nov 19 '25

Prometheus Monitoring: Complete Setup & Best Practices

#devops #linux #docker #k8s

9 min read

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Nov 19 '25

Advanced RAG: LongRAG, Self-RAG and GraphRAG Explained

#ai #llm #rag #python

12 min read

Cover image for StatefulSets & Persistent Storage in Kubernetes

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Nov 16 '25

StatefulSets & Persistent Storage in Kubernetes

#kubernetes #k8s #devops

8 min read

Cover image for Snap Package Manager Cheatsheet

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Nov 16 '25

Snap Package Manager Cheatsheet

#snap #linux #ubuntu #devops

14 min read

Cover image for Python Design Patterns for Clean Architecture

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Nov 16 '25

Python Design Patterns for Clean Architecture

#python #api #dev #architecture

12 min read

Cover image for Ubuntu Package Management: APT and dpkg Cheatsheet

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Nov 16 '25

Ubuntu Package Management: APT and dpkg Cheatsheet

#linux #ubuntu #devops

12 min read

Cover image for Go Unit Testing: Structure & Best Practices

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Nov 16 '25

Go Unit Testing: Structure & Best Practices

#go #testing #devops

7 min read

Cover image for Linux Data Science Stack: Jupyter, Pandas & Tools

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Nov 16 '25

Linux Data Science Stack: Jupyter, Pandas & Tools

#datascience #linux #jupyter

8 min read

Cover image for Helm Charts: Kubernetes Package Management

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Nov 16 '25

Helm Charts: Kubernetes Package Management

#k8s #kubernetes #devops

11 min read

Cover image for Install and Use Grafana on Ubuntu: Complete Guide

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Nov 16 '25

Install and Use Grafana on Ubuntu: Complete Guide

#grafana #devops #monitoring

9 min read

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Nov 16 '25

Flatpak Cheatsheet: Universal Linux Package Manager

#linux #devops #flatpack

15 min read

Cover image for Saga Pattern in Distributed Transactions - With Examples in Go

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Nov 12 '25

Saga Pattern in Distributed Transactions - With Examples in Go

#go #coding #architecture #microservices

8 min read

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Nov 9 '25

Notes on the margins

#selfhosting #python #llm #image

3 min read

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Nov 8 '25

Adding NVIDIA GPU Support to Docker Model Runner

#docker #llm #nvidia #ubuntu

6 min read

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Nov 8 '25

Hugo Caching Strategies

#hugo #webdev #markdown #devops

7 min read

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Nov 8 '25

Zero-Knowledge Architecture: Privacy by Design

#architecture #privacy #security #devops

4 min read

Cover image for Go Generics: Use Cases and Patterns

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Nov 6 '25

Go Generics: Use Cases and Patterns

#go #coding #programming

7 min read

Cover image for DORA Metrics: Measuring DevOps Success

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Nov 5 '25

DORA Metrics: Measuring DevOps Success

#devops #infrastructure #performance #cicd

8 min read

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