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The River of Work: Single-Agent Workflow Orchestration from First Principles
Paperback
Series: The Intelligent Work Orchestra Workflow Orchestration, AI Agents, Agentic Ai, and the Mathematics of, Book 6
Publisher: Independently Published
Published: Jul 26 2026
Pages: 396
Weight: 1.05
Height: 0.98 Width: 6.00 Depth: 9.00
Language: English
An AI system can classify a request, gather information, prepare a draft, and trigger the next action in moments. Yet the most damaging failures often happen between those actions: the wrong version is used, an approval is skipped, a request waits without an owner, a retry creates a duplicate consequence, or a polished output is mistaken for a completed result.
Through story-driven dialogues at the fictional Common Ground Workshop, clear visual models, practical exercises, and mathematics without fear, readers learn how to design AI-supported workflows that remain useful under real-world pressure.
Inside, readers will discover how to:
- Turn scattered AI actions into a visible end-to-end workflow
- Use sequence, branches, routers, queues, parallel work, loops, events, and schedules with clear purpose
- Design timeouts, retries, fallbacks, escalation paths, and checkpoints without creating endless motion
- Protect external actions through workflow state, approval boundaries, evidence, and idempotency
- Reason about flow rate, waiting time, throughput, bottlenecks, capacity, cost, failure probability, and rework in plain language
- Observe workflow health, notice drift, learn from feedback, and improve without uncontrolled self-modification
- Divide complex problems into meaningful chunks and build a complete customer-request workflow from trigger to verified completion
Whether you manage operations, serve customers, lead a team, study emerging technology, redesign business processes, or simply want to understand how reliable AI workflows are built, this book offers a calm path from confusion to control.
You do not need to become a programmer. You need to become difficult to confuse about how intelligent work should move
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