How to Get Reliable Structured Data Out of an LLM
Most tutorials about calling a language model end at JSON.parse(response.content). That line works on your first ten test cases. Then you ship, and somewhere around request four hundred the model retu Fuente: Artículo original
I Added a CDN Cache to My Site and It Got Slower. Here’s the Math I Should Have Done First.
Last week I put a CDN cache in front of a static site, expecting it to get faster. But instead, it got measurably slower. Not subtly: an independent crawler that had flagged 38 slow pages before the c Fuente: Artículo original
From Mixtral to Kimi K3: How Mixture-of-Experts Models Evolved
In this article, we’ll discuss how Mixture-of-Experts models grew from a handful of experts to nearly 900 per layer, and the compression and stability mechanisms that keep such a sparse design trainab Fuente: Artículo original
What Happens to a Medical Image Before and After a Model Sees It
Medical imaging papers are full of familiar-looking terms: normalization, labels, validation, annotation, and preprocessing. If you come from general machine learning, you may think you already know w Fuente: Artículo original
From Data to Value: Understanding Data Management Through a Real World Use Case [Full Book]
Today, data has become a particularly valuable resource. It allows companies to compete in the market and drive innovation, improving the quality of products and services offered. Data processing lets Fuente: Artículo original
How to Fix a Leaked API Key: A Developer’s Guide to Git Security
Imagine this: you’re working late, your code finally works, and you’re ready to push it to GitHub. You run: git add . git commit -m “Fix API integration” git push A few minutes later, you notice some Fuente: Artículo original
How to Understand a Legacy Codebase Using AI Before Changing it
The first thing many engineers want to do when they inherit a legacy codebase is change it. And I understand the impulse. You open a class that’s 1,500 lines long. There are database calls mixed with Fuente: Artículo original
How to Host Odoo: Self-Hosted vs Managed Hosting
Odoo is an open-source enterprise resource planning (ERP) platform that helps businesses manage operations such as sales, customer relationship management (CRM), inventory, accounting, human resources Fuente: Artículo original
Chain of Responsibility Design Pattern: Decoupling Complex Business Rules, One Handler at a Time
Every system, at some point, ends up with a function that nobody wants to touch. It starts small: a simple validation check, an if statement here, another there. Then requirements grow and more condit Fuente: Artículo original
What to Do if Your Site Is About to Hit Vercel’s Free Image Optimization Cap
I maintain my own website, and every now and then I upgrade the site to a new version. And I frequently experiment with different technologies and architectures while doing so. Recently, I faced an is Fuente: Artículo original