Root Cause Analysis Python Packages

sekejap

A graph-first, embedded multi-model database engine

horus-source

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.

culprit

Root-cause analysis for a PR or branch — find the commit that introduced a bug, or a change's blast radius.

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.

ai-test-failure-analyzer

8-phase evidence pipeline for Playwright, pytest, Jest, Cypress, Newman, k6, and JUnit failures. Scans git history, application logs, and config to produce confidence-scored root-cause hypotheses. Exposes as MCP server, CLI, and streaming web UI.

logdx-ci

Evaluate log reduction tools against the LogDx-CI corpus (35 real CI-failure cases) — pip install + 5-line Python = score vs 12 reference methods.

baselinr

Open-source data quality platform for SQL warehouses. Automated setup, profiling, drift detection, anomaly detection, validation, and AI-powered root cause analysis. Built for engineers who want transparency and control.

fse-baro

BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection

openchatbi

OpenChatBI is an intelligent chat-based BI tool powered by large language models, designed to help users query, analyze, and visualize data through natural language conversations. It uses LangGraph and LangChain to build chat agent and workflows that support natural language to SQL conversion and data analysis.

opensre

Open-source SRE agent for automated incident investigation and root cause analysis. Automatically analyzes alerts from Slack, Grafana, Datadog, and other tooling.

perfsage-signalpilot

PerfSage SignalPilot – Kubernetes performance & error RCA copilot

multiagent-debugger

A multi-agent system for debugging API failures

iscan-dag

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".

vellum-uptrain-fork

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.