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Notion Template

AI & LLM Engineering

Master AI engineering from zero: 31 hands-on chapters covering prompts, tools, RAG, agents, evals, costs, safety & production ops — plus 54 practice & bonus challenges, 5 real product capstones & full solutions. Build grounded, honest, affordable AI features that last.

English +20 moreNew$9.86

Unlock AI engineering with the ultimate "Grounded & Honest" Notion Roadmap. This is not a bag of prompt tricks — it is a complete, code-first path of 31 chapters that takes you from your first API call to a grounded, attack-tested, cost-honest AI product you can actually ship.

Whether you're a developer who wants AI features that survive production, a builder tired of prompt folklore who wants the real engineering, or a career-switcher who wants the full mental model from tokens to threat models, this template gives you the depth and structure to build with confidence.

What’s inside

  • Foundations — Your first API calls, prompt engineering, structured output, and function & tool calling
  • Grounding & Retrieval — RAG done honestly: chunking, embeddings, retrieval quality, and citations you can trust
  • Agents & Memory — Tool-using agents, multi-step planning, memory, and keeping runaway loops in check
  • Quality & Safety — Evals that actually measure quality, prompt-injection defense, guardrails, and the silent-drift problem
  • Production Ops — Cost control, latency, observability, and the MCP ecosystem for real deployments
  • Every failure named and staged — hallucination, runaway agents, prompt injection, and silent drift, each with the detection and the fix, measured not hoped
  • A practice challenge + a harder bonus drill in every chapter — each with a full worked solution, plus a complete challenge answer key (54 challenges)
  • 5 Capstone Projects — a production support copilot, a self-updating knowledge base, a research agent platform, an offline-first private AI feature, and a self-grading incident simulator
🆕 What's new in v1.0
  • ✦ Initial public release of the template.
  • ✦ All 31 chapters complete, from your first API call to production.
  • ✦ Clean light & dark-friendly layout.
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LanguagesEnglish +20 more
DownloadsNew
RatingNew
Versionv1.0
CategoryLearning
Last UpdatedJun 2026
FormatNotion Template