{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "post",
  "slug": "ai-engineering-under-the-hood",
  "title": "Under the Hood: AI Engineers Need Mechanism Maps",
  "description": "AI Engineering from Scratch is useful as a mechanism map, from math and Transformers to retrieval, agents, evals, and production infrastructure.",
  "status": "published",
  "published_at": "2026-07-21",
  "topics": [
    "ai-engineering",
    "rag",
    "agents"
  ],
  "source_urls": [
    "https://aiengineeringfromscratch.com/",
    "https://github.com/rohitg00/ai-engineering-from-scratch"
  ],
  "routes": {
    "html": "https://newruntime.com/posts/ai-engineering-under-the-hood/",
    "markdown": "https://newruntime.com/posts/ai-engineering-under-the-hood.md",
    "json": "https://newruntime.com/posts/ai-engineering-under-the-hood.json"
  },
  "source_format": "markdown"
}