Comprehensive research-backed guides on multi-agent systems for root cause analysis. From naive fan-out to bidirectional A* with live heuristics.
Interactive guide comparing 4 multi-agent RCA architectures with live metrics, flow diagrams, and decision matrices.
Dark theme InteractiveDeep-dive technical reference with algorithm details, research citations, production architecture, and cost optimizations.
Light theme Research-backedThese guides synthesize findings from OpenRCA (ICLR 2025), Flow-of-Action (WWW 2025), MA-RCA (Springer 2025), STRATUS (NeurIPS 2025), and other peer-reviewed research on LLM-based multi-agent systems for AIOps RCA.
🔗 Medium Article: Why Multi-Agent AIOps RCA Fails at Scale