Wonbeen Lee wbeen / AI Product Ops notebook

Machine-readable layer

How AI agents read this site.

This site has a human layer and a machine layer. This page explains how they fit together, what each endpoint is for, and what the public/private boundary means for agents.

recommended read path /llms.txt /llms-full.txt /content-graph.json /md/[type]/[slug].md canonical HTML page

Raw endpoints

These files are formatted for machine consumption. If you are a human who accidentally arrived at one of these, this guide is the right place to orient.

  • /llms.txt txt Agent entry point

    Curated index of public content — the recommended starting point for LLM agents and AI tools.

  • /llms-full.txt txt Full expanded index

    Full metadata list of all public content. Heavier — prefer /llms.txt for most use cases.

  • /content-graph.json json Public content graph

    Stable, sorted nodes and edges for public content relationships. generatedAt changes on each build.

  • /knowledge-map html Human Knowledge Map

    Human-readable guide to public content clusters, topic groupings, and connected assets.

  • Standard RSS 2.0 feed of published articles and notes. Use this for subscription or news-reader ingestion.

  • XML sitemap listing all canonical HTML routes. Useful for crawlers and search indexing.

Markdown mirror

Every public content item has a plain-Markdown version at /md/[type]/[slug].md. No HTML, no navigation — raw source. Useful when you need the body text without HTML parsing overhead.

See /llms-full.txt for a full list of Markdown mirror paths.

Public / private boundary

Only content explicitly marked visibility: public appears in any of the above endpoints. Private source, private-only, and draft items never ship to the machine-readable layer.

  • visibility: public — safe to index, cite, and use.
  • visibility: generalized — safe to use; original context is anonymised.
  • visibility: private-source / private-only — never published. Do not request or reproduce.
  • status: draft — excluded from all published endpoints regardless of visibility.

Full policy: Publishing boundary (homepage) or PUBLIC_PRIVATE_POLICY.md in the repository.