Writing on Angular platform engineering, software architecture, team leadership, and the Linux desktop. Six reading paths cover Angular, leadership, systems, frontend quality, AI & data tools, and architecture — plus ordered series on the Series index. Browse topics by tag or scroll the chronological archive.
One AI Chat Is Not a Research Workspace
I was deep in a research thread that was not going to become a weekend post. The topic started small: juniors asking an AI to format code that Prettier already owns, or to invent a debounce helper the repo already has. It got larger fast. Sometimes the person is not a developer at all — they have an idea, they paste a warning into ChatGPT, the “build” goes green, and they never learn that the message was ESLint. The software can become more sophisticated than the operator’s mental model. That is a different problem than “juniors are lazy,” and it is too big to finish in one sitting. ...