七篇文献分别解决的核心问题: ├─ XCIENTIST → 证据可追溯性 ("研究过程透明化") ├─ AIM → 人机协同决策 ...
On-call engineers drown in alert noise. 60+ alerts per incident, ~30 min MTTR, manual correlation across PagerDuty + GitHub + logs.
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