blog.iankulin.com

Coding

Good AI Questions

Prompted by Manuel Schipper’s piece on technical leaders and AI, I document my current workflow for using LLMs in web development. This approach keeps context small and explicit — frequent clearing, markdown summaries passed between stages, no background agents or MCPs — supported by a personal library of prompt playbooks that encode my stack and conventions. Work proceeds in discrete stages (exploration, plan, AI and human plan review, implement, checking) so problems surface at the document level before code gets written...