AI solved a styling issue on my Drupal site by creating a custom module, injecting classes via preprocess, and telling me how smart I was. The problem? All it needed was a CSS selector.
That's what happens when AI works without human guidance. It solves your problem. It just solves it wrong. More code, more maintenance, more complexity. And if you're not watching, you won't know until it's too late.
Over a year ago I got tired of repeating the same instructions every AI conversation. Don't embellish. Don't invent. Follow this workflow. So I started building what I called "frameworks." Systematic instructions that captured my preferences, my corrections, my architecture decisions. When Claude released Skills, I recognized the concept immediately. Same thinking, different name.
Those frameworks produced real results. 3 published Drupal contrib modules. 17+ blog articles through a 7-stage editorial workflow. A multilingual recipe site (laollita.es) built in 3 days using Drupal, the Umami demo, and AI. An open source repository with plugins for development workflows, code quality audits, branded content, and the paper-test skill that revives a practice we used to do on paper in Colombia.
In this session you'll see the actual frameworks, the actual failures, and how systematic approaches turn AI from unpredictable helper into reliable partner. The frameworks keep you in control. That's the part that matters.