The source is a detailed article written by Greg Twemlow, detailing his experience building a minimal, reusable text snippet application called TexoLab by leveraging artificial intelligence tools. He explains that, despite a previous inability to embrace traditional coding, he successfully created this application by focusing solely on describing the desired behaviour and functionality of the tool in plain language. The core of his collaborative process involved ChatGPT generating the complete code files (HTML, CSS, JavaScript) from these descriptions, and the code editor Cursor serving as the workspace for testing and running the single-file application. Twemlow emphasises the KISS (Keep It Simple, Stupid) principle, resulting in a locally-owned tool that requires no installation or login, while also advocating that this "describe, don't code" methodology makes software creation accessible to non-developers who possess strong behaviour design skills. Read the article.

About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).