Top root-cause-analysis tools
Sustained, decay-weighted momentum leaders tagged “root-cause-analysis”.
- 269· newongridAn ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.ai-agentsrag-eval+1957.0
- 386· newitops-agent-platform国内首个企业级 IT 运维多 Agent 自动化平台 — 基于大语言模型的智能运维解决方案。ITOps Agent Platform通过可视化工作流编排，将多个AI Agent组合成智能运维自动化流水线，实现服务器管理、告警处理、故障诊断、日志分析、脚本管理、定时运维任务的自动化执行， 支持国内外主流大模型，旨在 Zabbix/Prometheus 告警自动修复闭环，Docker 一键部署，多平台兼容。ai-agentsagentic-ai+1655.6
- 554· newdatabuffOpen-source AI-native OpenTelemetry APM with multi-agent troubleshooting. 5-minute Docker self-host.ai-agentsai+1753.5
- 1083· newkubesharkeBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.mcp-serverscloud-native+1946.2
- 1410· newOpenRCA[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?ai-agentsbenchmark+641.6
- 1503· newnudgebeeUnified CloudOps platform with AI-SRE, AI-FinOps, AI-K8sOps, and the Agentic Automation Builder without fragmented tools, context switching, or model lock-in.ai-agentsagentic+1838.4
- 2151· newuptrainUpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.ai-dev-toolsrag-eval+1419.2
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