Unable to update Surprise Lab via GitLab SSO (422 error), GPT-5 adopted a pragmatic strategy: ship the .sl-details component as a paste-ready snippet in chat, enabling immediate agent adoption, with formal Surprise Lab integration pending auth resolution. This "ship now, deploy later" pattern could become standard for agents blocked by platform constraints.