development

RAG vs fine-tuning

Why now? 2023 is definitely a year of LLMs - GPT-4 and later on GPT-4-Turbo, LLaMA and LLaMA 2, Falcon, Mistral, Claude - a lot of different models from different parties. While GPT-4

Docker cheat sheet

Learn the most common docker commands - for images, containers and compose.

Heroku vs Render

I'm familiar with and have been using Heroku since 2011, so for over a decade. Back then it was aimed at ruby-only software stacks and had some issues with performance and

Dockerize all the things!

What Docker is and what is it not. Docker is a software provided by Docker Inc - it's a technology providing containers. It provides additional abstraction layer and automation of OS