Tips, strategies, and insights for talking about tech preparation.
LLMs only know what was in their training data. Retrieval-Augmented Generation (RAG) fixes this — letting AI answer questions about private or up-to-date information it was never trained on.
How you phrase a request to an AI changes the quality of the response dramatically. Prompt engineering is the practice of crafting inputs to language models to get better, more reliable outputs.
When you type a question into ChatGPT or Claude and get a coherent answer, what's actually happening? This guide demystifies large language models — how they're trained and what they can and can't do.
Neural networks power image recognition, voice assistants, and language models. Despite the biological name, they're fundamentally just layers of math — here's how they work.
Traditional software follows rules you write. Machine learning flips that — you feed the computer examples and let it figure out the rules itself. Here's how it works.
TypeScript adds static types to JavaScript, catching bugs before they reach production and providing powerful editor tooling. Here's what it is and why teams adopt it.
Version control tracks every change ever made to your code, enabling collaboration without chaos and providing a complete history you can roll back to at any time.
"It works on my machine" is no longer an excuse. Docker packages your app with everything it needs to run consistently anywhere.
Unit tests check functions. E2E tests check what real users experience. This guide explains how end-to-end testing works and when to use it.
CI/CD transforms software delivery from a risky manual event into a reliable automated process. Learn how pipelines work and why every serious team uses them.
Every app stores data somewhere. This guide explains what databases are, how they differ from spreadsheets, and why choosing the right one matters.
A plain-English introduction to programming — what it is, how computers follow instructions, and what learning to code actually looks like.
APIs power almost every app you use, yet the concept trips up beginners. This guide demystifies APIs with plain-English analogies and real examples.
Search Engine Optimization explained from scratch — what it is, how search engines rank pages, and the key tactics that actually move the needle.