Production AI Agents with the OpenAI Agents SDK

Production AI Agents with the OpenAI Agents SDK

Production AI Agents with the OpenAI Agents SDK takes you from your first sandbox to a production deployment using the openai-agents.

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20 chapters
Programming & Development
2026
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From Production AI Agents with the OpenAI Agents SDK

Table of Contents

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  • 1 Legal Notices
  • 2 About This Book
  • 3 Part I: Foundations
  • 4 Chapter 1: Production Agent Architecture with the OpenAI Agents SDK
  • 5 Chapter 2: Development Environment and Project Setup
  • 6 Part II: Core Sandbox Agent Development
  • 7 Chapter 3: Sandboxing Architecture, Trust Boundaries, and Provider Selection
  • 8 Chapter 4: Building the First Sandbox Agent
  • 9 Chapter 5: Harness State, Sessions, Tracing, and Workspace Lifecycle
  • 10 Part III: Orchestration and Execution Topology
  • 11 Chapter 6: Handoffs, Agents-as-Tools, Subagent Routing, and Provider-Agnostic LLM Selection
  • 12 Chapter 7: Parallel Sandbox Fan-Out and Result Aggregation
  • 13 Chapter 8: Advanced Manifests, Snapshotting, and Rehydration
  • 14 Part IV: Hardening and Operations
  • 15 Chapter 9: Guardrails, Testing, and VS Code Debugging
  • 16 Chapter 10: Deployment, Performance, and Production Operations
  • 17 Chapter 11: Migrating Legacy Function-Calling Agents to Sandbox Agents
  • 18 Next Steps
  • 19 Part V: Review Questions
  • 20 Answer Key
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