Where the workflow shifted
OpenAI Agents SDK puts tools, handoffs, tracing, and guardrails in the same execution framework, which makes boundaries part of agent design rather than a post-launch patch.
Every agent should have readable scope, forbidden actions, approval points, and failure handling before it reaches production, payment, customer data, or external APIs.
Tool names are not outcomes
The signal matters when it changes how a team ships, reviews, or recovers work, not when it only names another tool.
Check permissions and failure
- List input checks, human approvals, log fields, and rollback actions for every high-risk tool
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
Agents without execution boundaries can turn one bad decision into a release, transaction, or customer-experience incident. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.