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AI agents can search, plan, draft, call tools, coordinate work, and sometimes act. The difficult question is no longer only what these systems can do. It is how people can design that work without losing judgement, accountability, evidence, or the ability to stop.
The Workshop of Human and Agent is a first-principles guide for non-technical readers who want to understand human-AI collaboration without being buried in jargon. Rather than treating an agent as a mysterious digital worker, the book rebuilds the idea from familiar human questions: What outcome matters? What information is needed? Who has authority? Which action changes the real world? What must be checked? What happens when the system is uncertain, wrong, delayed, or no longer authorised to continue?
Step by step, the reader learns how goals become workable instructions; how context and observation shape the next decision; how tools extend capability; how permissions limit reach; and how memory, feedback, escalation, and termination keep work coherent over time. The book then moves into orchestration-sequences, branches, waiting, parallel work, retries, fallbacks, and handoffs-before showing how specialist agents can collaborate without multiplying confusion.
Trust is treated as something that must be designed, not assumed. The later chapters examine quiet failure, goal drift, prompt injection, data leakage, correlated agreement, evidence trails, human approval, rollback, recovery, and the return of control when reality refuses the plan.
The Value Edition turns the ideas into practice. Through reconstruction exercises, chunking methods, plain-language mathematics, decision drills, brainstorming frameworks, a complete human-agent design studio, and a 30-day practice, readers learn to make complex work smaller and more inspectable. Counts, rates, ratios, averages, reliability, and expected cost are explained as ordinary reasoning-not as mathematics to fear.
This is a book for managers, professionals, founders, educators, analysts, creators, students, and curious readers who want to work with AI agents thoughtfully. You do not need to become a programmer before you can design better collaboration. You need a clear way to see purpose, movement, authority, evidence, and consequence. That is the workshop this book helps you build.
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