Master the powerful techniques AI experts use every day. Chain-of-thought, RAG, agents, function calling, prompt evaluation, and much more — 20 deep-dive tutorials.
Welcome to Section 8. You already know how to write a solid prompt. This section is about what comes next: the sophisticated methods that separate casual AI users from engineers who build production AI systems. From multi-path reasoning trees to retrieval-augmented generation, agents, and evaluation frameworks — every technique here has a concrete payoff.
Topics 1–4 build a reasoning foundation — work through them in order. From Topic 5 onward, most topics are self-contained enough that you can jump to whatever is most relevant to your work. That said, reading in sequence gives you the best mental model.
Each topic includes a concrete worked example showing the technique in action, plus exercises you can try immediately in any AI chat tool. Advanced topics (12–18) assume familiarity with the foundations from Section 1.
Prerequisite: It is strongly recommended that you complete Section 1 — Foundations before diving into this section, especially Topic 4 (Zero-Shot, Few-Shot, Chain-of-Thought), which is the direct foundation for Topic 1 here.
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