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This article introduces five essential design patterns—Observer, Strategy, Builder, Facade, and Adapter—explaining their concepts, typical roles, UML diagrams, and providing complete Java code demos that illustrate how each pattern can be applied to improve software design and maintainability.
The ScaleOT framework introduces a privacy‑preserving offsite‑tuning pipeline for large language models that combines importance‑aware dynamic layer replacement with selective rank compression, enabling flexible model compression, near‑lossless fine‑tuning, and strong privacy guarantees across diverse downstream tasks.
This article introduces four essential design patterns—Singleton, Factory, Observer, and Adapter—explaining their concepts and providing complete PHP code examples to demonstrate how each pattern can be implemented to create maintainable, extensible, and flexible applications.
This article introduces four essential PHP design patterns—Singleton, Factory, Observer, and Adapter—explaining their purpose, providing complete code examples, and showing how they improve code maintainability, extensibility, and flexibility in backend development.
This article explains core object‑oriented concepts such as encapsulation, abstraction, inheritance and polymorphism, then details common design principles and a wide range of design patterns—including factory, builder, bridge, singleton, strategy, adapter, and proxy—illustrated with complete Java code examples and usage guidelines.
This article introduces JavaScript design patterns—covering creational, structural, and behavioral categories—and provides clear explanations and complete code examples for patterns such as Factory Method, Abstract Factory, Singleton, Builder, Prototype, Adapter, Decorator, Proxy, Facade, Bridge, Composite, Flyweight, Strategy, Template Method, Observer, Iterator, Chain of Responsibility, Command, Memento, State, Visitor, Mediator and Interpreter, helping developers write cleaner, more maintainable code.
Everright FormEditor is a Vue3 visual form editor built on element‑plus and Vant that offers flexible drag‑and‑drop, a rich set of field types, layout containers, internationalization, dual modes, and an internal architecture comprising Fields, Canvas, Selection, Config panels, adapters, and a Node.js backend for persistence.
This article presents a comprehensive overview of lightweight adaptation methods—including language, domain, and optimization‑goal adapters and structured prompts—to overcome language mismatch, low domain fit, and objective differences when deploying open‑source multimodal large models in real‑world AI applications.
This article demonstrates how to simplify and decouple a complex Android RecyclerView adapter by extracting view‑holder logic into a sealed BaseVH class, automatically registering subclasses via Kotlin reflection, and optionally replacing the whole approach with Jetpack Compose.
This article humorously explains 23 classic software design patterns—such as Factory Method, Builder, Abstract Factory, Prototype, Singleton, Adapter, Bridge, Composite, Decorator, Facade, Flyweight, Proxy, Chain of Responsibility, Command, Interpreter, Iterator, Mediator, Memento, Observer, State, Strategy, Template Method, and Visitor—using everyday dating analogies to illustrate their intent and structure.
This article provides a comprehensive analysis of Axios, covering its core directory structure, internal request/response flow, interceptor mechanism, data transformation, adapter handling, and ways to customize or replace default behavior, illustrated with extensive source code excerpts.
Fish‑Redux 2.0 introduces the unified FlowAdapter, which combines static and dynamic adapters into a callback‑driven architecture that enables runtime component re‑ordering, server‑controlled A/B testing, and modular data handling, dramatically improving page flexibility, reducing code redundancy, and accelerating complex Xianyu business scenarios.
This article presents Alibaba's comprehensive research on multilingual neural machine translation, covering motivations, model architectures, intermediate language modules, data‑augmentation strategies such as repair translation, integration of pre‑trained models with adapters, and engineering optimizations that enable a production‑ready system supporting over 200 languages.
This article presents a playful yet informative walkthrough of twenty‑three classic software design patterns—Factory Method, Builder, Abstract Factory, Prototype, Singleton, Adapter, Bridge, Composite, Decorator, Facade, Flyweight, Proxy, Chain of Responsibility, Command, Interpreter, Iterator, Mediator, Memento, Observer, State, Strategy, Template Method and Visitor—using everyday analogies to illustrate their intent and structure.
This article humorously explains 23 classic software design patterns—such as Factory Method, Builder, Abstract Factory, Prototype, Singleton, Adapter, Bridge, Composite, Decorator, Facade, Flyweight, Proxy, Chain of Responsibility, Command, Interpreter, Iterator, Mediator, Memento, Observer, State, Strategy, Template Method, and Visitor—by comparing each pattern to everyday dating scenarios.
This article provides a comprehensive overview of the design patterns used in the Spring framework—including Simple Factory, Factory Method, Singleton, Adapter, Decorator, Proxy, Observer, Strategy, and Template Method—explaining their implementation, underlying principles, and practical significance with code examples.
This article introduces common PHP design patterns—including Singleton, Factory, Registry, Adapter, and Observer—explaining their purpose, structure, typical use cases, and providing complete code examples for each pattern to illustrate how they can be implemented in object‑oriented applications.
This article examines how MyBatis implements numerous classic design patterns—including Builder, Factory, Singleton, Proxy, Composite, Template Method, Adapter, Decorator, and Iterator—through its source code, explaining each pattern's role, related classes, and code examples to deepen developers' understanding of backend architecture.
Kbone is an open-source framework by WeChat enabling Vue apps to compile to both web and mini‑programs via a fake DOM adapter, allowing reuse of Vue code, custom components, and minimal changes, with performance acceptable for typical mini‑program pages.
This article explains how Spring implements nine classic design patterns—including Simple Factory, Factory Method, Singleton, Adapter, Decorator, Proxy, Observer, Strategy, and Template Method—through configuration examples and Java code, illustrating their roles in building flexible, maintainable backend applications.