Vercel Deployment for AI Applications
Building an AI-powered application is one thing; getting it in front of real users reliably is another. Vercel has become a popular deployment platform specifically for AI applications, largely because its serverless, edge-first architecture maps well onto how modern...
Spec Kit
Building with Spec Kit: A Smarter Way to Work with AI When I first started using AI to build projects, I expected it to just work. I would type something like “build a notes app,” and wait for clean, usable code. But instead, I got confusing outputs, missing features, and …
Why Python is Popular in Generative AI
Walk into nearly any AI research lab, startup, or open-source project working on generative AI, and you'll find the same language underneath almost everything: Python. It's not the fastest language, and it wasn't originally designed with AI in mind. So why has it become the...
What Makes an LLM "Intelligent"?
Large language models can pass bar exams, write working code, debug their own mistakes, and explain complex topics in plain English. It's natural to call that "intelligent." But is it the same kind of intelligence humans have — or something else entirely wearing a very...
Foundation Models Explained
You've probably heard GPT-4, Claude, Gemini, and Llama described as "foundation models." It's become one of the defining terms of the current AI era — but what actually makes a model a "foundation" model, rather than just... a model? Here's what the term means and why it...
What is an AI Inference?
You'll often hear phrases like "inference costs," "running inference," or "inference speed" when people talk about deploying AI models. It's one of those terms that sounds technical but describes something fairly simple: the moment an AI model actually gets used to produce an...
What is an LLM?
An LLM, or Large Language Model, is a type of artificial intelligence trained to understand and generate human language. It's the technology behind tools like ChatGPT, Claude, and Gemini — the systems that can answer questions, write essays, summarize documents, translate...
Generative AI vs Traditional AI
Artificial intelligence isn't one single thing — it's an umbrella term covering very different kinds of systems built for very different jobs. Two terms you'll hear constantly today are "traditional AI" and "generative AI." They're related, but they solve fundamentally...
What is Generative AI?
If you've typed a prompt into ChatGPT, asked Midjourney to paint a dragon riding a bicycle, or had an AI write code for you, you've used generative AI. But what actually makes it "generative," and how is it different from the AI that's been around for years? The Short Answer …