A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps

Template Scripting Testing Language tool: automated test generation for Python

FLACOCO: Fault Localization for Java based on Industry-grade Coverage http://arxiv.org/pdf/2111.12513

An automated fault localization tool for Python programs.

Spectrum-based Fault Localization Engine

Experimental bed to study Linux faults

A program repair tool which modifies any bugged Python script based on cues from rest of program.

Source code of the paper "FirmRCA: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-based Fault Localization"

Implementation of the tarantula fault localisation algorithm

The AIOps library for automatic reduction of failure-unrelated metrics in Python

Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization

A Fault Localization engine that can pinpoint bugs in given Python script

Automated fault localization by combining the strength of the SBFL and statistical debugging.

Find what's causing a test suite to fail with tarantula fault localisation.

Structured code verification, fault localization, and semantic analysis — agent skill based on the Agentic Code Reasoning paper

Automated test case purification for improving fault localization

👁️ LLM-native static vulnerability detection. An LLM reads your source like a human auditor, point it at any local folder or repo and get a reviewable vuln report. Auto-enriched prompts, adversarial validation, opt-in fix-verify. Runs on Claude Code / Codex / local OSS. Bug-bounty triage is one mode. Detection-only, read-only.

A search-based automated program-repair tool for Java with LLM integration.

fault localization techniques