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OpenAI Cookbook: Best Practices for Building Safe AI Agents

OpenAI Cookbook 2026-06-07 SaaS AI risk High

Executive Summary

OpenAI's Cookbook gives best practices for building safer AI agents, covering tool access, data handling and abuse paths.

What Happened

OpenAI’s cookbook includes guidance for building AI agents more safely, with attention to tool access, data handling, and reducing abuse paths. It is useful for SaaS and fintech teams because it focuses on agent behavior in workflows that can access sensitive systems.

Vulnerability / Attack Technique

AI agent design (guidance)

Technical Mechanism

Guidance.

AI Security Category

LLM06:2025 Excessive Agency

Part of the AI Agent Excessive Agency topic.

Relevant Frameworks

LLM06:2025 Excessive AgencyLLM01:2025 Prompt Injection

RealGround Analysis

Vendor guidance aligned with least privilege for agents.

Recommended Controls

  • Limit agent tool access
  • Require confirmation for sensitive actions

Related RealGround Service

Secure AI Agent Build · or start with the free AI Agent Security Scanner.

Sources

OpenAI Cookbook: https://cookbook.openai.com/

Summary and analysis written by RealGround from the source above; last updated 2026-10-18.

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