AI, DATA & ARCHITECTURE
Vector Databases Demystified: How They Work and Why AI Can't Live Without Them
Traditional databases excel at tables but fail at semantic meaning. Discover vector databases—the foundation of modern AI, RAG systems, and semantic search. Learn how they work and why they are revolutionizing data engineering.
AWS vs Azure vs GCP – Which Cloud to Choose? A Practical Comparison of the Giants
AWS, Azure, or GCP? While all three giants offer virtual machines and databases, the devil is in the details. We compare their services, costs, and ecosystems to help you make the right choice.
Cloud Computing Demystified: Models, Types, and AWS vs Azure vs GCP Comparison
Instead of buying and maintaining your own servers, you simply rent computing power. We explain how cloud computing works, the differences between IaaS, PaaS, and SaaS, and which of the giants – AWS, Azure, or GCP – is best suited for your project.
AI Agents: What Are They and Why Every Developer Needs to Know Them
Discover the world of AI agents. Learn how they differ from classic code and LLMs, how they work in practice, and why designing agentic systems is a key skill for modern software engineers.
Computational Complexity in Practice: How to Really Measure Code Performance
Your code works great for 10 records, but can it handle 10 million? Learn how to use computational complexity and Big-O notation to precisely measure and predict algorithm performance without using a stopwatch.
Welcome to byteway.pl – Your Path Through Code, Data, and Cloud Architecture
When coding stops being just about writing syntax, true systems engineering begins. Welcome to byteway.pl – a place where we combine programming, data architecture, and cloud in a practical way, without the marketing hype.