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infrastructure#llm📝 BlogAnalyzed: Jan 14, 2026 09:00

AI-Assisted High-Load Service Design: A Practical Approach

Published:Jan 14, 2026 08:45
1 min read
Qiita AI

Analysis

The article's focus on learning high-load service design using AI like Gemini and ChatGPT signals a pragmatic approach to future-proofing developer skills. It acknowledges the evolving role of developers in the age of AI, moving towards architectural and infrastructural expertise rather than just coding. This is a timely adaptation to the changing landscape of software development.
Reference

In the near future, AI will likely handle all the coding. Therefore, I started learning 'high-load service design' with Gemini and ChatGPT as companions...

Analysis

This article discusses the development of "Airtificial Girlfriend" (AG), a local LLM program designed to simulate girlfriend-like interactions. The author, Ryo, highlights the challenge of running both high-load games and the LLM simultaneously without performance issues. The project seems to be a personal endeavor, focusing on creating a personalized and engaging AI companion. The article likely delves into the technical aspects of achieving low-latency performance with resource-intensive applications. It's an interesting exploration of using LLMs for creating interactive and personalized experiences, pushing the boundaries of local AI processing capabilities. The focus on personal use suggests a unique approach to AI companion development.
Reference

I am developing "Airtificial Girlfriend" (hereinafter "AG"), a program that allows you to talk to a local LLM that behaves like a girlfriend.