7 posts tagged with "ai"

Over the past few months I've been using Claude Code intensively in my work and personal projects. It's not hype — it's an actual work tool. And like any tool, there's a right way to use it, there are traps, there are limits, and there are combinations with other things that change the game.

This article is an honest account. What worked, what didn't, what I learned the hard way, and what I'd tell any developer just starting out. If you want the marketing pitch of "AI will replace programmers," this article isn't for you. If you want to know how to get the most out of it without losing your mind, keep reading.

Machine learning always seemed distant from frontend — Python, powerful servers, expensive GPUs. But that changed. Today it's possible to run a trained AI model directly in the browser, with zero backend, using pure JavaScript and the user's own GPU.

This article explains how this works in practice, using TensorFlow.js as a foundation — and how I applied it in a project called SeeFood, a classifier that solves humanity's greatest problem: knowing whether what you're about to eat is a hot dog or not.

Technical documentation is a constant challenge in software projects. The technical team needs to document, but there's generally no dedicated tech writer. In this case study, I show how we created a complete automated documentation system using Cursor Agents, Rules, and Commands.

Software development is undergoing a significant transformation with the arrival of generative AI tools. Among these tools, Cursor stands out as one of the most powerful, especially with its Agents functionality.

While Rules define standards and Agents execute complex tasks, Commands are reusable workflows that standardize common processes. They transform repetitive tasks into simple commands with the / prefix.

One of Cursor's most powerful features is Rules. They allow you to create persistent instructions that guide the Agent's behavior, ensuring consistency, standardization, and complete customization of your development experience.