I am currently working for having A.I. workflow for generating projects. There are two things that need to be tackled for that: 1) hallucinations; and 2) old codes. I have met several patterns to tackle those two and just need to formulate the patterns into a general flow. Thankfully, a video of building fullstack app using A.I. from Raf Dev channel inspired me to make the formulation. He used multiple A.I. engines to his need: He used Google Gemini to onboard his ideas and summarized it. He forked a boilerplate of NextJS project into a new project. Then, he added the summary from Google Gemini into a file for context. He used QWEN Code, a QWEN3 code engine that is a fork from Gemini CLI, to build the project. When working with an existing project, A.I. will take the whole project as a context. It also means that it will stick with the version used by the libraries. It also will try to update its knowledge based on the common pattern in the project. Most of the time, it will use the c...
A place where I don't know what I said.