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News
Strategy Pattern na Prática: Como Desacoplar Regras de Pagamento sem Quebrar seu Sistema
9+ min ago (398+ words) O Strategy é um Design Pattern comportamental, catalogado originalmente pela Gang of Four (GoF). Padrões comportamentais tratam da comunicação e da distribuição de responsabilidades entre objetos — e o Strategy resolve especificamente um problema muito comum: como permitir que um algoritmo…...
Inside a WordPress Bot Detection Engine
18+ min ago (1296+ words) This post walks through how each layer works, how they combine into a single threat score, and why this architecture catches bots that simpler approaches miss. It's a WordPress plugin, but the scoring design applies to any request pipeline. Every…...
Your agent's tool timed out. Did it create the job?
9+ min ago (701+ words) Your agent calls create_report_job("weekly"). The tool returns no response. Should the runner try again? The job might already exist. If the database committed but the acknowledgment never reached the runner, a second create call can enqueue a second job. If…...
Adapter Pattern in Java: How to Integrate Payment Gateways Without Tight Coupling”
11+ min ago (1260+ words) Software systems rarely remain isolated. Even applications that start out simple eventually need to... Tagged with java, designpatterns, architecture, tutorial....
A-Z of how the web works: #1 Introduction
4+ min ago (1546+ words) Two simple words. You probably don't think twice before saying them. In fact, there's a good chance you are online right now. But what does "online" actually mean? Being online has become so normal that we've stopped noticing how remarkable…...
Entropyx - Educational Defensive Security Tool
25+ min ago (16+ words) File entropy calculator for defensive file analysis. School Purpose Only. Tagged with cybersecurity, beginners, opensource, cpp....
Netcalc - Educational Defensive Security Tool
25+ min ago (13+ words) IPv4/CIDR subnet calculator. School Purpose Only. Tagged with cybersecurity, beginners, opensource, cpp....
Domando o Caos das Integrações: como o Facade Pattern simplificou um checkout de e-commerce
34+ min ago (24+ words) O que é o Facade Pattern? O Facade é um padrão de projeto estrutural. Padrões estruturais, de forma... Tagged with architecture, backend, programming, softwareengineering....
Prompts Are Code. Genkit Makes the Runtime Reviewable.
33+ min ago (764+ words) A prompt can look perfect in a model playground and still fail as a product. The production input arrives in a different shape. Authentication data leaks into the prompt. The model returns prose where the UI expects JSON. A three-line…...
AI as a Fluency Machine: What Software Engineering Taught Me About Checking a Model's Answer
41+ min ago (1409+ words) We refuse to install a dependency without a lockfile, a checksum, and a license audit. Then we paste a language model's answer straight into a model file and call it velocity. The scrutiny didn't disappear — it just stopped applying to…...