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Projects in Awesome Lists tagged with root-cause-analysis

A curated list of projects in awesome lists tagged with root-cause-analysis .

https://github.com/uptrain-ai/uptrain

UpTrain 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.

autoevaluation evaluation experimentation hallucination-detection jailbreak-detection llm-eval llm-prompting llm-test llmops machine-learning monitoring openai-evals prompt-engineering root-cause-analysis

Last synced: 14 May 2025

https://github.com/ongridio/ongrid

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

ai-agents aiops alerting chatbot chatops devops golang grafana incident-response llm-agent loki monitoring observability opentelemetry prometheus rag root-cause-analysis self-hosted slack-bot sre

Last synced: 26 Jun 2026

https://github.com/microsoft/openrca

[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?

benchmark large-language-models llm llm-agent rca root-cause-analysis software-engineering

Last synced: 04 Mar 2026

https://github.com/cuebook/cueobserve

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

anomaly anomaly-detection bigquery datawarehouse prophet-facebook redshift root-cause-analysis snowflake sql timeseries-analysis timeseries-forecasting

Last synced: 30 Jun 2025

https://github.com/cuebook/CueObserve

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

anomaly anomaly-detection bigquery datawarehouse prophet-facebook redshift root-cause-analysis snowflake sql timeseries-analysis timeseries-forecasting

Last synced: 07 May 2025

https://github.com/shaido987/riskloc

Implementation of RiskLoc, a method for localizing multi-dimensional root causes.

adtributor autoroot hotspot multi-dimensional rca riskloc root-cause root-cause-analysis root-cause-location squeeze time-series

Last synced: 05 Apr 2025

https://github.com/openrca/orca

Root Cause Analysis for Kubernetes

analytics cloud kubernetes rca root-cause-analysis

Last synced: 14 Apr 2025

https://github.com/phamquiluan/RCAEval

[ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065

aiops benchmark itbench microservices root-cause-analysis site-reliability-engineering software-engineering telemetry-data

Last synced: 19 Nov 2025

https://github.com/phamquiluan/rcaeval

[ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis. https://doi.org/10.1145/3691620.3695065

aiops benchmark microservices root-cause-analysis site-reliability-engineering telemetry-data

Last synced: 13 Apr 2025

https://github.com/vishapp/multiagent-debugger

Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.

ai-tools autonomous-agents code-analysis crewai debugging developer-tools langchain llm log-analysis multi-agent observability orchestration prompt-engineering python root-cause-analysis

Last synced: 13 Oct 2025

https://github.com/VishApp/multiagent-debugger

Multi-Agent Debugger: An AI-powered debugging system using CrewAI to orchestrate specialized agents that analyze logs, trace code, and uncover root causes across your stack — powered by LLM providers.

ai-tools autonomous-agents code-analysis crewai debugging developer-tools langchain llm log-analysis multi-agent observability orchestration prompt-engineering python root-cause-analysis

Last synced: 15 Jan 2026

https://github.com/nudgebee/nudgebee

AI-driven incident management and observability for Kubernetes, AWS, Azure, and GCP — LLM-powered RCA, runbook automation, and cost optimization.

agentic ai-agents aiops aws azure cost-optimization devops finops gcp golang helm incident-management kubernetes llm multi-cloud nextjs observability root-cause-analysis runbook-automation sre

Last synced: 11 Jun 2026

https://github.com/exalsius/rca-llm

An evaluation framework for root cause analysis in large-scale LLM inference systems

inference-engine large-language-models load-testing root-cause-analysis

Last synced: 16 Jun 2026

https://github.com/kevinsbello/iscan

A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".

bayesian-networks causal-mechanisms causal-models difference-dag difference-network distribution-shift intervention-target-estimation neurips-2023 root-cause-analysis score-matching

Last synced: 14 Jan 2026

https://github.com/mezmo/mezmo-mcp

Mezmo MCP: A remote Model Context Provider (MCP) for AI assistants and IDEs to interact with the Mezmo observability platform—enabling pipeline management, log querying, and root-cause analysis via the Model Context Protocol.

ai-tools log-analysis logs mcp mcp-server mezmo model-context-protocol observability root-cause-analysis

Last synced: 01 Mar 2026

https://github.com/awesomelistsio/awesome-uav-root-cause-analysis

A curated list of resources, methodologies, frameworks, and case studies for performing RCA on UAV systems.

awesome awesome-list awesome-lists drone drones rca root-cause-analysis uav

Last synced: 28 Jul 2025

https://github.com/minanagehsalalma/cve-2026-34473-unauthenticated-dos-zte-routers

Technical breakdown of CVE-2026-34473, an unauthenticated denial of service affecting 17+ ZTE router models.

cve firmware root-cause-analysis router-security vulnerability-research zte

Last synced: 17 Jun 2026

https://github.com/guptaprakhariitr/vigil

Self-hosted on-call engineer: point it at your logs, it finds the cited root cause and (if you let it) opens a fix PR. Your infra, your engine (Claude/Cursor/API/local), your autonomy dial.

cli devops incident-response llm observability root-cause-analysis rust self-hosted sre

Last synced: 25 Jun 2026

https://github.com/simrandubey218/business-analytics-case-study

A Root Cause Analysis of an eCommerce company, Northwind Trading, where sales figures has shown a downward trend for the last month and the company also noticed that several customers posted negative comments on social media about the online store.

business-analytics excel-data-analysis project-management qualitative-data-analysis quantitative-analytics root-cause-analysis user-role-analysis

Last synced: 08 Mar 2026

https://github.com/apelullo/oiivoi_neuro_imaging_availability_ops

A sankey visualization of the sequence of answers corresponding to a "Smartphrase question set" that is invoked by neurology providers to record the availability of imaging data during new patient visits (NPV's).

data-vizualisation decision-support healthcare-data hipaa operations operations-research root-cause-analysis sankey-diagram

Last synced: 19 Oct 2025

https://github.com/meiiie/structured-root-cause-research-skill

Portable SKILL.md for evidence-based root-cause analysis across Claude Code, Codex, and AI coding agents

5-whys agent-skills ai-agents claude-code codex debugging postmortem root-cause-analysis security-review skill-md software-engineering sre

Last synced: 09 Jun 2026

https://github.com/moses000/mysoftware-nocnetintel

AI-powered NOC assistant for forecasting network outages, analyzing root causes, and recommending proactive resolutions using LLM and time-series intelligence.

ai data-pipeline deep-learning docker forecasting llm mlops network-operations nlp noc postgresql predictive-maintenance pytorch root-cause-analysis telecom time-series unsupervised-learning

Last synced: 05 May 2026

https://github.com/isatyamks/codentir

Graph-native engineering investigation engine for root cause discovery, causal analysis, and ownership intelligence.

agent-orchestration agent-skills agentic agentic-ai agentic-workflow ai ai-agents human-in-the-loop knowledge-graph langchain langgraph langsmith llms root-cause-analysis semantic-search vector-search

Last synced: 21 Jun 2026

https://github.com/rakeshmen/sql-root-cause-analysis-sales-spike

End-to-end SQL Server Root Cause Analysis (RCA) project uncovering the drivers behind a May 2025 sales spike. Features dimensional data modeling, realistic sales and pricing simulation, advanced SQL analytics, and insights on price impact. A powerful data analyst portfolio project showcasing SQL mastery and business insight.

anomaly-detection diagnostics diagnostics-analysis ms-sql-server root-cause-analysis sql sql-query sql-server trend-analysis

Last synced: 30 Jun 2026