root-cause

Academic papers related to fuzzing, binary analysis, and exploit dev, which I want to read or have already read

Official implementation of RiskLoc, a method for localizing multi-dimensional root causes in time-series data.

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

Root cause first. An idiot admires complexity, a genius admires simplicity.

Capability attestation for agents: model preconditions as a causal graph, get the root blocker and the fix.

Diagnose an inference service from evidence: generate a sanitized collection script, parse it offline, rank root causes with falsifiers, re-collect only what is missing. Hash-chained audit; five read-only DSH tools.

Blame the right commit, not just the right file — MCP server walks a stack trace through git blame and PR context to surface root cause and author.

调试建筑师：项目完成后扫描报错、分析根因、归档教训、生成预防规则、检测技能漏洞。

Kubernetes incident-to-fix agent: triage → root cause → patch → sandbox verify → PR with evidence. Never merges — a human reviews.

Persona Auditor — audit AI-generated code from a real user's perspective. Digital personas exhaustively traverse every user journey, then god's-eye attribution collapses bugs into a few root causes for precise fixing. Agent skill (Claude Code / Codex / Cursor / DSH).

面向用 AI 编程代理自动修 Bug 的工程团队的鉴别诊断看板，先验证根因假设再动手改代码

git-bisect for coding agents — locate the first divergent span between two Claude Code runs

Portable AI-assisted debugging skill: root cause first, minimal patch, verification, risk, and learning log.

Tiny debugging puzzle about tracing incident logs through a call graph

Incident review and remediation protocol with evidence timelines, root-cause review, appeals, and GenLayer consensus.

Find why a problem keeps coming back. Try a small fix and check it holds. Tested with Claude Code, Codex and Hermes.

Analyses AI agent execution traces to find failures, root causes, and recovery points.

Test-first development, reliable unit and end-to-end tests, evidence-based root-cause debugging, and real-browser verification, for any language or framework.

Evidence-based, replicable protocols and rigorous n=1 case studies for endometriosis and adenomyosis. Root-cause framework, no hormonal contraception, WHOOP + Garmin tracked. Part of the EndEndo.io ecosystem.

Fix the macOS bug where the Minecraft Java launcher can't update itself (error 9 / Operation not permitted). Root cause, permanent fix, and a repair script.