Where the workflow shifted
High-intent users can tolerate AI recommendations, but not unclear availability.
Expose the API refresh assumptions and supported markets so users know whether a recommendation can actually be completed now.
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
- Create a decision card for stock state, availability windows, and region availability
- 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
Opaque availability creates repeated return interactions and low-confidence decisions. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.