AI Engineering from Scratch

Developer resources

This is the machine-readable entry point for AI Engineering from Scratch. The project is a static, open-source curriculum rather than a hosted application API. Agents and developer tools should start with llms.txt, which maps the lessons to their canonical pages and raw Markdown sources.

Stable resources

• /llms.txt is the agent-oriented curriculum map.
• /sitemap.xml lists canonical public URLs.
• /openapi.json describes the read-only resource surface.
• /catalog.html is the searchable human catalog.
• GitHub is the source of truth for lessons, code, quizzes, and reusable artifacts.

Markdown negotiation

Requests for the homepage or major navigation routes with Accept: text/markdown receive the agent map with Content-Type: text/markdown. Responses vary on Accept so a cache cannot mix the HTML and Markdown representations.

MCP status

The website does not currently expose a hosted MCP server or authenticated product API. The curriculum does teach how to build and operate MCP servers, and those lesson artifacts live in the repository. A remote Streamable HTTP MCP endpoint would require a separate product decision, authentication policy, and operational owner.