Keyboard shortcuts

Press ← or → to navigate between chapters

Press S or / to search in the book

Press ? to show this help

Press Esc to hide this help

Appendix: watch-along map for the video summary

There is a popular hour-long video that walks through this same material as a plain-English summary of the 400-page guide: “20 Agentic AI Design Patterns” — https://www.youtube.com/watch?v=e2zIr_2JMbE. It is a genuinely good first pass, and a lot of people meet these patterns there before they ever open the book.

It is worth knowing how the two line up, because the video collapses the book’s twenty-one patterns into twenty and reorders a few of them. The most common point of confusion: the video covers Human-in-the-Loop before Retrieval, and it folds the book’s separate treatment of Goal Setting and Exception Handling into a different running order than the book uses. Nothing is missing — it is the same catalog, walked in a slightly different sequence.

Use this table to jump from a timestamp straight to the matching chapter here. My suggestion: watch a section, pause, then read the corresponding pattern below and try the spoken answer out loud before moving on. The video gives you the shape in five minutes; this playbook gives you the twenty minutes of talk that an interviewer actually wants to hear.

Video timestampVideo’s name for itPattern in this playbook
0:54Prompt ChainingPattern 1 — Prompt Chaining
5:42RoutingPattern 2 — Routing
9:30ParallelizationPattern 3 — Parallelization
13:16ReflectionPattern 4 — Reflection
15:51Tool UsePattern 5 — Tool Use
18:19PlanningPattern 6 — Planning
20:49Multi-Agent CollaborationPattern 7 — Multi-Agent Collaboration
23:45Memory ManagementPattern 8 — Memory Management
26:42Learning and AdaptationPattern 9 — Learning and Adaptation
29:17Goal Setting and MonitoringPattern 11 — Goal Setting and Monitoring
31:34Exception Handling and RecoveryPattern 12 — Exception Handling and Recovery
34:11Human-in-the-LoopPattern 13 — Human-in-the-Loop
36:01Retrieval (RAG)Pattern 14 — Knowledge Retrieval (RAG)
38:14Inter-Agent CommunicationPattern 15 — Inter-Agent Communication (A2A)
43:08Resource-Aware OptimizationPattern 16 — Resource-Aware Optimization
46:35Reasoning TechniquesPattern 17 — Reasoning Techniques
49:57Evaluation and MonitoringPattern 19 — Evaluation and Monitoring
52:44Guardrails and SafetyPattern 18 — Guardrails and Safety
56:04PrioritizationPattern 20 — Prioritization
59:29Exploration and DiscoveryPattern 21 — Exploration and Discovery

The one pattern the video does not give its own segment to is Pattern 10 — Model Context Protocol (MCP). Do not skip it. MCP has moved faster than almost anything else in this list since the book was written, and it is the single most likely “what’s new in the field?” question you will get in a 2026 interview. The chapter here covers it properly, including the July 2026 spec revision that made the protocol stateless.

Two closing notes the video makes that are worth repeating, because interviewers reward both. First, do not over-engineer: most real systems are two or three of these patterns combined, not ten. Reaching for the smallest combination that solves the problem is a senior signal; naming every pattern you know is a junior one. Second, every pattern costs you something — usually latency, usually dollars, always complexity. If you introduce a pattern in an interview without naming what it costs, you have given half an answer.