Building Applications with LLMs
A practical guide for developers

Cultivating a digital garden for developers. Architecting the future with System Design, Web Dev, AI, and more!
Deep-dive into specialized content organized by topic area
Hand-picked tutorials and deep-dives to help you level up
A practical guide for developers
A visual guide to building resilient architectures
The quality of your prompts directly determines the quality of AI outputs. Learn advanced prompting techniques that will dramatically improve your results when working with ChatGPT, Claude, and other LLMs.
From GitHub Copilot to Cursor, AI tools are revolutionizing how developers write code. Let's explore the landscape of AI dev tools and how to integrate them effectively into your workflow.
You don't need a PhD to use machine learning in your projects. This tutorial covers practical ML concepts and tools that web developers can start using today, with no heavy math required.
Sharding is one of the most powerful techniques for scaling databases, but it comes with significant complexity. Let's explore the different sharding strategies, their trade-offs, and when you should (and shouldn't) use them.
The microservices vs monolith debate has been raging for years. In this article, we'll cut through the hype and help you understand when each approach makes sense for your specific situation.
React Server Components represent a fundamental shift in how we build React applications. In this deep-dive, we'll explore what they are, how they work, and why they matter for the future of web development.
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