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News
Strategy Pattern na Prática: Como Desacoplar Regras de Pagamento sem Quebrar seu Sistema
13+ 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…...
Google Play Closed Testing: 12 Testers and 14 Days
27+ min ago (589+ words) Building the app was the part we planned for. Publishing it was the part that kept producing surprises. Here is what actually stood between a finished Flutter app and a listing. Android release builds must be signed, and the keystore…...
Inside a WordPress Bot Detection Engine
22+ 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…...
Laravel Horizon Queue Balancing: Idle Workers vs. Starved Queues
23+ min ago (800+ words) Every Horizon supervisor makes you choose. Turn balancing on and you pay for a floor of idle workers. Turn it off and a busy queue starves the queues listed after it. The more queues you run, the more each option…...
Deepfake detection is losing. Timestamped proof-of-existence might be the other half of the answer
31+ min ago (527+ words) I've been reading into why deepfake detectors keep losing ground (some benchmarks put failure rates around 45-50% on recent generative models), and it pushed me toward a question that's more about infrastructure than machine learning: instead of trying to prove after…...
A Mac App, Not an iOS App on a Mac
20+ min ago (243+ words) Codename One's macOS build now targets AppKit directly, with NSWindow, NSMenu, NSTextInputClient, NSScreen, and an independent Metal surface for every window. Tagged with java, mobile, android, ios....
Your agent's tool timed out. Did it create the job?
13+ 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”
15+ min ago (1260+ words) Software systems rarely remain isolated. Even applications that start out simple eventually need to... Tagged with java, designpatterns, architecture, tutorial....
How a Closed-Loop Learning Engine Rebuilt What AI Knows About Oracle
20+ min ago (1270+ words) By Rick Houlihan — with Claude, my implementation partner, who did a lot of the building and most of... Tagged with ai, claude, llm, softwareengineering....
Two required components had no design at all, and the numbering hid it
14+ min ago (516+ words) My requirements document lists ten layers by name. My source tree has directories numbered P0 through P9. Ten and ten. Coverage was being reported as nine of twelve units, which felt like ordinary unfinished work. Two of the ten layers had no…...