Knowledge Bundle

Everything I publish, 62 concepts across 41 articles and 21 notes, packaged as an Open Knowledge Format (OKF v0.2) bundle. Plain markdown files with YAML frontmatter, cross-linked into a graph, generated from the same source this site is built from. It means an AI agent can read and traverse my writing without scraping a single line of HTML.

On v0.2 every concept also carries its trust signals. All of them are written by a human and say so (generated.by: human:suganthan). A verified entry appears only where I went back to a piece, re-checked it and updated it, so most concepts carry no such claim. Anything past its stale_after date is due a re-check and is not pretending otherwise.

Browse the bundle

Point an agent at it

Hand any LLM the root index and let it walk the links from there:

https://suganthan.com/okf/index.md

Why OKF

Google introduced OKF alongside Knowledge Catalog as a vendor neutral way to represent knowledge for AI agents. It needs no SDK and no proprietary service, so nothing sits between an agent and the content. If you can read a markdown file, you can read this bundle. It is the format my content already lived in, so publishing it was mostly a matter of saying so.