Google’s Open Knowledge Format (OKF): Standardizing the LLM Wiki Pattern
On June 12, 2026, Google announced the Open Knowledge Format (OKF), an open specification designed to make organizational knowledge portable and consumable by AI agents. In Google’s words, OKF formalizes the “LLM-wiki pattern” into a vendor-neutral format for representing metadata, business context, and curated knowledge that modern AI systems need. Google has also updated its Knowledge Catalog to ingest and serve OKF bundles to agents.
The New AI Empires
When the companies building the future start asking for a brake pedal, it’s worth paying attention.
Skills Are More Than Markdown: Seeding Small Business Data for Agents
For my app, I needed a constant stream of daily business data: receipts, invoices, spreadsheets, reports, and text logs simulating a small business operating day in and day out. I didn’t need perfect, polished documents. What I needed was the ability to consume contextually consistent business records on the fly for testing.
If AI Can Break Chips, Are We Still Safe?
This is getting uncomfortable in a way that’s hard to ignore.