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115 articles conservés pour « architecture »
Whether you're a vibe coder or a software engineer, you may have run into the same problem: your app starts getting users, and the monthly bills become a headache. I've had to work through that with anaplirotis.gr. anaplirotis.gr has grown from zero to more than 17,000…
I once let a consensus convince me that a decision was right simply because the people supporting it were smarter and more experienced than I was. Months later, I realized the problem wasn't that we lacked knowledge. It was that nobody seriously tried to prove wrong. The Problem…
The AI Hype vs. The Quantum Reality The global technology landscape is currently dominated by the race for Artificial Intelligence . Billions of dollars are being funnelled into larger frontier models, massive GPU clusters, and autonomous agent frameworks. However, there is a…
Why Developers Need to Care About PQC Right Now Transitioning foundational security algorithms across distributed systems, APIs, and databases takes years. If you wait until a fault-tolerant quantum computer scales to break RSA and ECC, your migration window will already have…
Transitive Behavioral Couplings: Why Downstream LLM Fine-Tuning Silently Unlocks Critical Attack Vectors When deploying domain-adapted Large Language Models (LLMs) in autonomous production swarms, standard verification usually checks two things: task performance on downstream…
Book: Decoupled PHP — Clean and Hexagonal Architecture for Applications That Outlive the Framework Also by me: Thinking in Go (2-book series) — Complete Guide to Go Programming + Hexagonal Architecture in Go My project: Hermes IDE | GitHub — an IDE for developers who ship with…
Series: nosqlite devlog, Part 2 The first article was about the why. This one is where things get concrete. I remember the exact moment I opened a hex editor on a SQLite file for the first time. The first 16 bytes said 53 51 4C 69 74 65 20 66 6F 72 6D 61 74 20 33 00 . That…
We follow Alice, a developer at Acme Corp, to demonstrate how missing any of these layers leads to multi-platform integration headaches and expensive $18,000 security flaws. 🧠 WHAT YOU'LL LEARN: Why AI tools act as the "hands" that allow models to produce structured intent and…
The easy way to build an AI tutor is to give the LLM everything. Pass it the question, the learner's attempts and the answer. Tell it: "Help the learner, but don't give the answer away too early." That works in a demo. It fails in an experiment. And it fails quietly in…
A Voice License Must Stay Current The most dangerous lie in AI licensing is that permission is permanent because it was valid once. It is not. A creator can approve a voice for a defined buyer, product, territory, term, message class, or assistive use. The buyer can pay. The…
React applications become harder to maintain as components grow, business logic spreads across files, and similar UI behavior gets duplicated throughout the codebase. What starts as a simple collection of components can quickly turn into a tightly coupled system that is…
A practical way to decide when customer, partner, supplier, and employee portals need a shared core. A supplier changes a delivery date. The ERP system has the new value. The customer portal still shows the old one. Support opens several systems to find the current status. The…
引言 在电商生态日益繁荣的今天，同一件商品往往同时出现在多个平台，价格、库存、评价却各不相同。消费者在购买前通常需要反复切换多个 App 或网页进行比价，耗时费力。对于导购类应用、价格监测工具或数据分析平台而言，如何高效地获取多平台商品信息并构建统一、结构化的商品数据库，成为一项核心工程挑战。 本文将从工程实践角度，系统介绍如何设计并实现一个商品信息聚合平台。内容涵盖整体架构设计、多平台数据抓取策略、数据清洗与标准化、统一商品数据库建模，以及比价与导购场景下的数据应用，帮助读者掌握从数据采集到业务落地的完整链路。 系统整体架构…
One AI Model for Everything? A Practical Guide to Task-Based Model Routing When teams first add AI to an application, the architecture is usually simple. A request comes in. The application sends it to one model. The model returns a response. That approach is easy to build and…
Most "free online converters" upload your file to a server, convert it there, and hand you a download link. If you've ever converted a client mockup, a signed contract, or an unreleased screenshot, that's a quiet problem: your file passes through infrastructure you don't…