This repository is the canonical public source for Pingala's reviewed artificial-intelligence and machine-learning curriculum.
Lesson text is stored as Markdown, metadata as YAML, and checkpoints as typed YAML. The dashboard consumes only an immutable commit recorded in its content-lock.json; pull-request branches are never fetched by production.
npm install
npm run content:validateRead CONTRIBUTING.md before proposing a new lesson. New lessons require sources, license/provenance information, AI-assistance disclosure, and an author attestation that the material was reviewed and can be explained.