What is Agentic AI? How AI Is Evolving From Chatbot to Co-Worker
You ask ChatGPT a question. It answers. You ask another. It answers again. That back-and-forth has been the standard way most people experience AI: a smart, fast assistant that responds when spoken to Fuente: Artículo original
How to Build AI Applications That Switch Models Automatically
Large Language Models (LLMs) have fundamentally changed how we build modern software. But relying on a single AI model for every user request creates serious production risks. API outages happen. Prop Fuente: Artículo original
Product Experimentation with Instrumental Variables: Unconfounding LLM Routing Decisions in Python
For data science leaders and product managers who are overseeing multi-model gateways, the standard regression approach to measuring model quality is fundamentally flawed. You’re running a causal infe Fuente: Artículo original
How to Build Kubernetes Operators: A Handbook for Devs
Kubernetes ships with controllers that manage a fixed set of built-in resources: Deployments, Services, Nodes, and so on. An operator extends the same pattern to resources Kubernetes doesn’t know abou Fuente: Artículo original
The ETL Pipeline Handbook: How to Build a Production-Grade Pipeline in Python
Tracking flood risk takes one unglamorous but essential thing: clean and structured data. In this tutorial, you’ll build a data pipeline yourself. You’ll create a Python ETL (Extract, Transform, Load) Fuente: Artículo original
How to Build a Production-Ready DevSecOps Platform from Homelab to AWS [Full Book]
In this book, you’ll build a fintech transaction ledger from scratch and progressively transform it into a production-ready DevSecOps platform. You’ll also deploy it on AWS. The app processes credit a Fuente: Artículo original
How to Build an Automated Workload Model for Peak Readiness
If you’ve ever spent two days pulling data out of an APM tool just to answer “how many virtual users should I run in my load test?”, this tutorial is for you. By the end, you’ll know how to derive eve Fuente: Artículo original
How to Build a Browser-Based PDF Blur Tool Using JavaScript
Many PDF documents contain information that shouldn’t be shared publicly. Personal details, financial figures, signatures, addresses, account numbers, employee information, or confidential business da Fuente: Artículo original
How to Diagnose Production Bugs When You Can’t Reproduce Them Locally
Every developer eventually encounters the same frustrating problem. A customer reports that your application is failing in production. You try the exact same workflow on your development machine, but Fuente: Artículo original
How to Build a Real-Time Object Detection and Tracking Pipeline with ROS 2 and YOLOv11
If you’ve ever tried to build a robotics system that can actually see, track, and respond to the world around it, you know that the hard part isn’t training a detection model. The hard part is making Fuente: Artículo original