Exploration of ideas, essays, and developing notes on technology, sustainability, and design.
Operating with a single AI model is convenient until that model fails, censors a task, or charges you three times for reasoning that another does just as well. This resource documents the orchestration architecture I use in production from the Ambalá-Calambeo corridor: eleven models with fixed roles, a failover matrix, and prompting rules that prevent the AI from inventing business rules.
The difference between a nudge and a trap is simple: the nudge leads the user to where they already wanted to go. The trap leads them to where you want them to go.
There is a difference between using AI and working with AI. The former is loyalty by default. The latter is architecture by choice.
SEO optimized for Google to find you. GEO optimizes for Claude, ChatGPT, or Perplexity to recommend you when someone asks a question you can answer.
A direct question: can your website answer the five most frequently asked questions you receive via WhatsApp at 10 PM on a Tuesday?
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