7.14.2026

This New Google Format Gives Your AI Agent a Second Brain

A few weeks ago Google Cloud announced the Open Knowledge Format, or OKF — a vendor-neutral open standard that, in their words, "formalizes the LLM-wiki pattern" into a portable folder of markdown for handing an AI agent the curated context it needs.

I pointed Codex at my own full-stack app and asked it to walk the codebase and generate a full knowledge layer: one concept per markdown file, each one pointing at where the live code actually lives rather than copying it. Around 45 concept files, cross-linked into a browsable graph.