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English Summary: This article traces the evolution of AI programming from Andrej Karpathy's initial Vibe Coding concept to the more systematic Context Coding methodology that emerged in 2025. It analyzes the tool ecosystem, compares three programming paradigms, and provides practical implementation strategies while forecasting 2026 trends including Agentic AI and standardized MCP protocols. (中文摘要翻译：本文追溯了从Andrej Karpathy提出的Vibe Coding概念到2025年形成的更系统化的Context Coding方法论的演进历程。分析了工具生态系统，对比了三种编程模式，提供了实践建议，并展望了2026年包括Agentic AI和标准化MCP协议在内的技术趋势。)

This article explores innovative strategies to overcome key design bottlenecks in large-scale AI agent systems, focusing on scalability, efficiency, and reliability. (本文探讨了突破大规模AI代理系统设计瓶颈的创新策略，重点关注可扩展性、效率和可靠性。)

Vibecoding is an emerging AI-driven programming paradigm that enables developers to describe requirements in natural language while AI generates code, focusing on rapid MVP development and modern tech stacks like Next.js and TypeScript. (Vibecoding是一种新兴的AI驱动编程范式，允许开发者用自然语言描述需求，由AI生成代码，专注于快速MVP开发和现代技术栈如Next.js和TypeScript的应用。)

Gas, commonly known as '瓦斯' in Chinese, is a broad term encompassing natural gas, coal mine gas, and liquefied petroleum gas. This article provides a comprehensive technical overview of gas properties, classification, safety hazards (particularly explosions in coal mines), prevention measures, and its role as a clean energy source in China. (瓦斯是天然气、煤矿瓦斯和液化石油气的统称。本文全面解析了瓦斯的性质、分类、安全隐患（特别是煤矿爆炸）、预防措施及其在中国作为清洁能源的作用。)

Gas Town proxy pattern is a specialized architectural design in AI systems that manages resource allocation and computational flow through intermediary agents, optimizing performance and scalability. (Gas Town代理模式是AI系统中一种专门的架构设计，通过中介代理管理资源分配和计算流程，优化性能和可扩展性。)

Gas Town代理模式是一种在AI系统中模拟加油站资源分配机制的智能代理架构，通过动态调度和优化计算资源，提高系统效率并降低能耗。 Gas Town代理模式是一种模拟加油站资源分配机制的智能代理架构，通过动态调度和优化AI系统的计算资源，显著提升处理效率并降低能源消耗。

Gas Town代理模式是一种在AI系统中实现智能代理协作的架构模式，通过分层代理机制和消息传递协议，实现复杂任务的分布式处理与协同决策。 Gas Town代理模式是一种在人工智能系统中实现智能代理协作的架构设计模式，通过分层代理结构和消息传递机制，支持复杂任务的分布式处理与协同决策。

Gas Town代理模式是一种在AI系统中实现智能代理协作的架构设计，通过分层代理机制优化任务分配与决策流程。 Gas Town代理模式是一种在人工智能系统中实现智能代理协作的架构设计，通过分层代理机制优化任务分配与决策流程。

This article provides a comprehensive technical analysis of Proton Exchange Membranes (PEM), covering their molecular structure, proton conduction mechanisms, key performance parameters, and critical role in PEM electrolyzers for hydrogen production. It details the dominance of perfluorosulfonic acid membranes like Nafion, explains three proton transfer mechanisms (hopping, vehicle, and surface), and examines essential parameters including proton conductivity, ion exchange capacity, tensile strength, water uptake, and swelling rate. (本文全面解析质子交换膜技术，涵盖分子结构、质子传导机制、关键性能参数及其在PEM电解制氢中的核心作用。详细介绍了全氟磺酸膜的主导地位、三种质子传递机理，并深入分析了质子传导率、离子交换容量、拉伸强度、吸水率和溶胀率等关键性能指标。)