AI tools are fundamentally changing what developers can build -- and who can be a developer.

Large Language Models (LLMs) and AI are no longer science fiction. They're tools in your hands, right now. But like any powerful tool, they require understanding: what they are, how to use them, and what their limitations are.

This isn't about becoming an AI expert. It's about understanding the landscape, recognizing the tools available to you, and learning to work with them effectively. By the end of this article, you'll understand LLMs, the Claude ecosystem, and how to start using these tools in your workflow.

What is Machine Learning?

Machine Learning (ML) is the field where computers learn patterns from data instead of being explicitly programmed.