The biggest trap for modern entrepreneurs right now is "platform lock-in." We stack our businesses with flashy tools, only to realize our most valuable asset—our data, our frameworks, our unique voice—is trapped behind a dozen different corporate paywalls and subscription models. Lately, Kevin and I have been leaning hard into building a unified digital brain using a completely different approach: Obsidian. For those who haven't tracked with it yet, Obsidian isn't another software trap. It is literally just a local lens that sits on top of a standard folder of plain-text Markdown (⁠.md⁠) files right on your hard drive. If the company vanishes tomorrow, your data doesn't change at all. We’ve been building with it. How We Are Leveraging It Right Now: One Source of Truth: Pulling our standard operating procedures, content frameworks, and vision into a single repository. It ensures absolute voice consistency across everything we touch. Modular Freedom: Because it’s just raw text files, we can swap out our workflows, tools, or automation scripts on the fly without any import/export friction. Future-Proofing for AI: This is the real chess move. Clean, linked Markdown is the absolute gold standard for feeding data into autonomous sub-agents and custom AI skills later. We are organizing the dataset now so our future tech stack can navigate it seamlessly. The Honest Reality (The Security / Setup Balance): Because it’s local-first, the core data is incredibly secure. No big tech company is scraping it to train public models. But it does mean you own your infrastructure: The Risk: Relying on basic cloud syncing (like iCloud or Google Drive) drops you back into their ecosystem. The Fix: Using local, peer-to-peer syncing or private Git repositories keeps your data entirely yours. Stick to trusted, audited plugins to keep the environment locked down. How Are You Keeping Control of Your Data? Are you already using Obsidian, Notion, or just raw Markdown folders? How are you structuring your knowledge base so it's actually ready for future AI agents without sacrificing your privacy?

Personally. No I don't think they did, I think the researchers are discovering what I did already ! And I'm happy they are. I would love if you all could comment, share or tag Google in this though as I would love to work with them ! Video below. https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing