Part 4: When It Breaks, Just Fix the 'Raw Parts'. The Self-Reliance to Maintain Tools Yourself by Commanding AI

This article was originally published on e-shikumi-labo.

Hello, I'm Shin from e-Shikumi-Labo.

This is the final installment (Part 4) of "Systematized Thinking," where we use AI to build our own tools and independently maintain them.

So far, we have discussed creating a prototype that automatically saves Gemini chat logs, converting them to Markdown for Obsidian integration, and elevating it to a safe, fully automated system.

In this final installment, we will cover the "countermeasures for downtime due to screen specification changes," an unavoidable issue when operating tools that handle web data, and the core of the "self-reliance" humans should possess in the AI era.