Knowledge Foundation

A living knowledge graph · kept by Muthu Bommiah

Every essay, every source, every connection between them.

Fifty-one notes on governed AI, context engineering and AI-native software delivery. An LLM librarian drafts and files them; every claim is footnoted to a dated source; nothing is marked reviewed until Muthu reviews it.

Explore the graph Three ways in

Notes
51
Dated sources
51
Connections
133
Themes
5
Filters
Node types
Connections

Drag to pan · scroll to zoom · click a node · double-click to open

How a note gets here

Open source end to end · repository · decision records

  1. 01 · Capture

    A source with a date

    An essay, a paper, a talk. Nothing enters without its publication date and licence.

  2. 02 · Librarian

    LLM-Wiki-V2, CROW mode

    A local classifier decides where a note belongs; Claude writes it. Cost per note stays flat as the wiki grows.

  3. 03 · Format

    Open Knowledge Format v0.2

    Markdown with provenance in the frontmatter, kept in Git. Any tool can read it; nothing is locked in.

  4. 04 · Review

    Checks, then a human

    Schema, dates, links and a confidential-terms scan on every change. Only Muthu's approval marks a note reviewed.

  5. 05 · Graph

    NetworkX, with Semantica

    A deterministic graph of notes, sources and relations; Semantica adds extracted entities, kept apart and labelled.

  6. 06 · Publish

    Quartz 5 and Sigma.js 4

    Each merge cuts a release; this site and graph rebuild from it. Markdown twins and llms.txt for machines.

Three ways in

Curated paths through the graph, four essays each. Pick the one that matches your seat.

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