refactor(graduate): bgc 오류 해결

[seoJing]

Summary

close #227

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Project	Deployment	Review	Updated (UTC)
aics-admin	Ready	Preview, Comment	Jan 26, 2026 0:46am
aics-client	Ready	Preview, Comment	Jan 26, 2026 0:46am

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