Skip to content

Conversation

@jaeopt
Copy link
Owner

@jaeopt jaeopt commented Feb 10, 2026

Summary\n\nCMAB experiments are now explicitly excluded from UserProfileService (UPS) sticky bucketing. UPS maintains decisions across the experiment lifetime without considering TTL or user attributes, which contradicts CMAB's dynamic nature.\n\n## Changes\n\n- Skip UPS stored variation lookup for CMAB experiments in get_variation()\n- Skip UPS variation save for CMAB experiments after bucketing\n- Add informational decision reason when UPS is skipped for CMAB experiments\n- Non-CMAB experiments continue to use UPS as before (no behavioral change)\n\n## Jira Ticket\n\nFSSDK-12262

@jaeopt jaeopt closed this Feb 10, 2026
@jaeopt jaeopt deleted the ai/jaeopt/FSSDK-12262-cmab-ups-3 branch February 10, 2026 18:53
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant