Descriptions:
Google just quietly shipped the Open Knowledge Format (OKF): an open standard that formalizes Andrej Karpathy’s LLM wiki pattern into plain markdown any AI can read with zero integration. No plugin, RAG pipeline, or vector DB. You point your agent at a folder and ask it anything as long as it knows OKF!
You probably already have a personal agent and search that works well. And you’re probably building some version of a “second brain.” So why is it still basically impossible to hand your knowledge to someone else’s AI and have it just work? The answer is we never agreed on a format – and that’s exactly what Google has now solved.
In this video I break down OKF, talk about why it’s so important, and even give you a bundle so you agent can immediately search through my YouTube content.
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– Check out Posthog, a single platform to make your products self-driving with product analytics, sessions replay, feature flags, and more:
https://go.fundlevel.co/cmph
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– The Dynamous Agentic Coding Course is now FULLY released – learn how to build reliable and repeatable systems for AI coding:
https://dynamous.ai/agentic-coding-course
– My open-source OKF bundle (clone this and point your AI at it):
https://github.com/coleam00/cole-medin-ai-coding
– Open Knowledge Format (Google):
https://github.com/GoogleCloudPlatform/knowledge-catalog/tree/main/okf
– OKF spec (the SPEC.md file):
https://github.com/GoogleCloudPlatform/knowledge-catalog/blob/main/okf/SPEC.md
OKF launch blog:
https://cloud.google.com/blog/products/data-analytics/how-the-open-knowledge-format-can-improve-data-sharing
Karpathy’s LLM Wiki:
https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f
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0:00 The LLM Wiki (Karpathy’s Idea)
2:04 Why We Need a Standard: Google’s OKF
3:20 What OKF Standardizes
6:47 Building With the OKF Spec
8:15 Sponsor: PostHog
9:35 Why OKF Matters (Even If You Never Share)
11:00 The Gift: My AI Coding Bundle
16:25 Watching My Second Brain Query It
17:33 Is OKF Too Simple?
19:05 Try It Yourself + Wrap-up
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Join me as I push the limits of what is possible with AI. I’ll be uploading videos weekly – at least every Wednesday at 7:00 PM CDT!
