What if AI doesn’t replace your organization, but wraps around it? In this episode, Jorge and Antonio propose a powerful image — AI as a corporate exoskeleton — and follow it to its ultimate consequences: websites generated in real time and code that tends to disappear.
From the Roman Empire to “Context First”
Companies have been organized for centuries like the Roman Empire: rigid hierarchies where information moves up and down through layers of intermediaries. AI breaks that scheme: it acts as an exoskeleton that connects all the pieces of the organization and lets information flow without human tolls. The key to leveraging it is the “Context First” approach: documenting every decision and process so AI can broadcast them in real time. The company that documents scales; the one that keeps knowledge in people’s heads does not.
Anthropic overtakes OpenAI in revenue
On the financial side, the milestone of the week: Anthropic overtakes OpenAI in revenue, with astronomical revenue projections. The episode puts the figure in perspective by comparing the valuation of the tech giants with the GDP of countries like Spain, and takes the chance for an uncomfortable reflection: European regulation moves at a speed incompatible with that of innovation, though there is hope in the new steps to unify the continent’s efficiency.
Cursor rebuilds in Rust: the “agent-first” era
Development tools are mutating too. Cursor has stopped being an AI-powered editor to prioritize the agentic part, to the point of rebuilding its interface in Rust in pursuit of performance. The philosophy the hosts defend: get ahead of the technology. Code takes a back seat; the habit of typing characters one by one is replaced by directing agents toward outcomes.
25-year-old bugs and cloaking for agents
On security, two signals of the new world. First, Anthropic’s most powerful model has discovered 25-year-old vulnerabilities in operating systems that no human had detected — AI as a tireless auditor. Second, attackers innovate too: malicious content hidden in websites, designed specifically to fool AI agents (cloaking for agents), and supply-chain attacks on libraries as popular as Axios. The security perimeter is no longer crossed only by humans.
”Dreamed” websites: interfaces generated on the fly
The closing is the most speculative and fascinating idea of the episode: the shift from static HTML to fluid or “dreamed” interfaces, generated in real time according to each user’s interaction. In that future, code as we know it tends to disappear; what endures is the data and the specifications of how we want things to be. The web stops being a document and becomes a rendered conversation.
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