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Ops Development & AI Practice
Ops Development & AI Practice
Apr 19, 2025 · Industry Insights

Is AI Splitting into Two Worlds? Building Models vs Building Apps

The article analyzes the emerging divide in the AI ecosystem where a few giants focus on resource‑intensive large‑model research and training while most companies shift to leveraging existing models for application development, outlining the implications, challenges, and strategic advice for developers and enterprises.

AIApplication DevelopmentIndustry analysis
0 likes · 10 min read
Is AI Splitting into Two Worlds? Building Models vs Building Apps
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
May 15, 2023 · Artificial Intelligence

How LangChain, Auto‑GPT, and HuggingGPT Shape LLM‑Powered Application Development

This article analyzes the current landscape of large‑language‑model application frameworks—LangChain, Auto‑GPT, and HuggingGPT—detailing their core capabilities, workflow patterns, limitations, and how they enable developers to integrate LLMs into real‑world products while outlining future platform requirements.

AI frameworksApplication DevelopmentAuto-GPT
0 likes · 17 min read
How LangChain, Auto‑GPT, and HuggingGPT Shape LLM‑Powered Application Development
DevOps
DevOps
Jul 7, 2021 · R&D Management

Low-Code Development: Definitions, Core Capabilities, Market Trends, and Evaluation Guide

This comprehensive article explains low-code development, its historical roots, core capabilities such as aPaaS, MADP and BPM, market growth forecasts from Forrester and Gartner, vendor evaluation criteria, strategic adoption guidelines, and practical development steps for digital transformation initiatives.

Application DevelopmentDigital TransformationPlatform Evaluation
0 likes · 18 min read
Low-Code Development: Definitions, Core Capabilities, Market Trends, and Evaluation Guide
Beike Product & Technology
Beike Product & Technology
Jul 26, 2019 · Fundamentals

FastCGI Protocol Specification: A Comprehensive Guide

This article provides a detailed translation and explanation of the FastCGI protocol specification, covering its architecture, record types, roles, and implementation details for developers working with PHP-FPM and web servers like nginx.

Application DevelopmentCGIWeb server
0 likes · 32 min read
FastCGI Protocol Specification: A Comprehensive Guide
Liangxu Linux
Liangxu Linux
Dec 24, 2018 · Fundamentals

How to Master Linux Application Development: Practical Learning Path and Resources

This guide shares a self‑taught developer’s experience on transitioning to Linux application development, covering essential command learning, the distinction from operations, a clear definition of Linux app development, and a step‑by‑step roadmap for mastering bootloader, kernel, driver, and root‑filesystem development.

Application DevelopmentDevice DriversKernel
0 likes · 7 min read
How to Master Linux Application Development: Practical Learning Path and Resources