Cole Medin

Finally, an Open Standard for the Karpathy LLM Wiki is HERE

Jul 2, 2026 20 min
ai agentsknowledge basesllmokfopen knowledge format
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The video introduces the Open Knowledge Format (OKF), an open standard for building and sharing LLM-based knowledge bases, contrasting it with existing methods and demonstrating its use with the Archon tool and Cole Medin's AI coding knowledge bundle.

The video introduces the Open Knowledge Format (OKF), an open standard for AI agents to represent and consume knowledge, contrasting it with the current fragmented landscape of AI knowledge bases. OKF aims to provide a vendor-neutral, agent- and human-friendly format using markdown files with YAML frontmatter, allowing for production without complex SDKs or translation layers. The creator showcases their own AI coding knowledge bundle built with OKF, demonstrating how an agent can ingest, search, and query the information. The video also touches upon tools like PostHog for analytics and Archon for building AI agent workflows, highlighting how OKF facilitates better knowledge sharing and agent interoperability.

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Worth watching if: This video is for anyone interested in building and managing AI agent knowledge bases, understanding open standards for AI knowledge representation, or learning about practical tools like OKF, Archon, and PostHog for AI development.

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