OpenAI Agents SDK adds tool approval gates to pause execution

The author argues that implementing human-in-the-loop approval gates in agent frameworks requires careful design beyond simply pausing execution. Effective systems must render clear tool arguments and computed impacts rather than relying on model-generated explanations, gate actions by potential blast radius rather than locking every tool, and enforce robust authorization and idempotency checks at execution time. Open article →