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.

• UpdatedAug 18, 2024
• Python

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

• UpdatedMay 27, 2024

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

• UpdatedFeb 23, 2022
• Python

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

• UpdatedOct 21, 2025
• Python

Papers about Root Cause Analysis in MicroService Systems. Reference to Paper Notes:https://dreamhomes.top/

• UpdatedApr 22, 2022

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

• UpdatedOct 16, 2024
• Python

Root Cause Analysis for Kubernetes

• UpdatedMay 22, 2023
• Python

[ASE'24][WWW'25] RCAEval: A Benchmark for Root Cause Analysis.

• UpdatedOct 30, 2025
• Jupyter Notebook

AERCA: Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery (ICLR 2025 Oral)

• UpdatedMay 31, 2025
• Python

Awesome resources for failure diagnosis research.

• UpdatedJul 1, 2025

This repository contains a reading list of papers on multivariate time series anomaly detection. This repository is still being continuously improved.

• UpdatedSep 11, 2025

[FSE'24 - 🏆 Best Artifact Award] BARO: Robust Root Cause Analysis for Microservice Systems.

• UpdatedOct 30, 2025
• Jupyter Notebook

Web UI for OpenRCA

• UpdatedJan 6, 2023
• JavaScript

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.

• UpdatedJul 22, 2025
• Python

Code for "LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis" paper

• UpdatedOct 6, 2025
• Python

RootCLAM: On Root Cause Localization and Anomaly Mitigation through Causal Inference (CIKM 2023)

• UpdatedApr 1, 2025
• Python

A toolkit to apply AIOps to distributed systems

• UpdatedOct 8, 2022
• Go

Awesome Mnemonics - Lifehack acronyms to help with the mundane stuff

• UpdatedNov 23, 2023

This repository provides all necessary code and data to reproduce the experiments from the ICSE - 2025 accepted paper: "Improved Detection and Diagnosis of Faults in Deep Neural Networks using Hierarchical and Explainable Classification."

• UpdatedFeb 19, 2025
• Python

Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers

• UpdatedJan 24, 2024
• Python