"Engineering" (7 posts)

Thumbnail for Challenges of building an AI Agent on top of Shopify MCP
Engineering
Aug 26, 2025
Piotr Grudzień's profile picture
Piotr Grudzień
Challenges of building an AI Agent on top of Shopify MCP

Shopify MCP looks like a plug-and-play solution, but building an AI Agent that performs reliably on top of it involves surprising complexity.

Thumbnail for How Model Context Protocol works. MCP Explained
Engineering
Mar 13, 2025
Bartek Kuban's profile picture
Bartek Kuban
How Model Context Protocol works. MCP Explained

Still unsure what MCP actually does? Let's clear it up, one step at a time.

Background image for What makes an LLM generative? AI copyright law and the Schrödinger's cat
Engineering
Feb 16, 2025
Piotr Grudzień's profile picture
Piotr Grudzień
What makes an LLM generative? AI copyright law and the Schrödinger's cat

Do Large Language Models create original text or just perform high-tech copy-paste? Lawyers may have to settle that debate before technologists and philosophers even get the chance.

Background image for We tested DeepSeek. Here's what you need to know
Engineering
Jan 29, 2025
Mateusz Jakubczak's profile picture
Mateusz Jakubczak
We tested DeepSeek. Here's what you need to know

Some say DeepSeek R1 is a game-changer, others say it's impractical. Both are right.

Background image for LLM benchmarks: What are they and can you trust them?
Engineering
Apr 12, 2024
Zuzanna Dubanowska's profile picture
Zuzanna Dubanowska
LLM benchmarks: What are they and can you trust them?

Explore the world of LLM benchmarks, understand how models are evaluated, and learn why benchmark results should be viewed critically in the competitive AI landscape.

Background image for RAG vs Fine-tuning for your business? Here's what you need to know
Engineering
Feb 16, 2024
Zuzanna Dubanowska's profile picture
Zuzanna Dubanowska
RAG vs Fine-tuning for your business? Here's what you need to know

Considering custom AI solutions for your business? Discover how Retrieval Augmented Generation (RAG) offers a flexible and affordable alternative to fine-tuning LLMs.

Background image for GPT Tokens Explained - what they are and how they work
Engineering
Apr 6, 2022
Piotr Grudzień's profile picture
Piotr Grudzień
GPT Tokens Explained - what they are and how they work

Large language models generate text token by token. But what are tokens exactly? And how do they relate to entropy and data compression?