Simple LLM harnesses outdiagnose hand-crafted microservice RCA agents
On 90 RCAtlas cases, simple harnesses reach PR@1 of 65–77% versus 16–53% for published agents.
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Stories tagged #root-cause-analysis
Paper proposes Semantic Observability for automated root-cause analysis
The paper is architectural and defers measured results on LogHub and Train-Ticket to a companion study.
Evaluating the NIST Bugs Framework Against CWE as a Successor for Automated Vulnerability Classification
NIST Bugs Framework evaluation shows it is more structured and automation-friendly than CWE for automated vulnerability classification, with gaps in attribute guidance.