For our Gente, the only way to cultivate and grow is through learning.
HN is circulating “Jev in 25 lines of Python.” Pablo from the SGD team read it calmly: the value is not “cleverer prompts,” but cheap typed judgments that are safe to automate. An internal sizing experiment measured that in cents.
Google confirms: AI Overviews and AI Mode use the same SEO fundamentals. GEO is not a magic pack. A practical checklist for B2B LatAm teams this week.
The HN thread asks if MCP was always a bad idea. At SGD we don't see it that way: it was a boom, it has real limits, and today it works if you don't overscale it into absurdity.
AI does not replace thinking or writing the argument; it accelerates research and feedback. SGD B2B flow: brief → human writes → AI questions → Hermes SEO·GEO·AEO.
Open weights ≠ a trustworthy harness. If a coding agent packages the full .git to the vendor cloud, the risk is IP, secrets, and product plans — not only the open file.
The legal debate on AI scraping confirms what already matters for GEO/AEO B2B: if you only recycle other people's web, you lose when engines and chatbots stop sending traffic. The answer is operable own knowledge.
