auditable

Auditing AI agents: a curated list of papers, tools, datasets, benchmarks, and standards covering reliability, monitoring, failure attribution, and decision records.

Glass-box agent execution engine. Deterministic, forensic audit trails, EU AI Act compliant. The PyTorch for Agents.

🧬 RAGIX: Local-first development assistant making LLMs behave like disciplined engineers – Unix-RAG retrieval, sandboxed execution, MCP-compatible, fully auditable

你的 7×24 小时自动研究助手；可审计的 AI 研究循环控制面，不是脑机接口系统 / Auditable research-loop control plane for AI agent workflows; not a brain-computer interface system

django support for immudb

可解釋、公平、可重現的「參與者↔對象」配對工具（規則篩選 + 公平抽籤 + 完整稽核）

Deterministic Multi-Agent Coordination Framework A human-gated synchronization layer extending Foxhunter’s architecture for real-world, auditable multi-agent autonomy.

Totalização de Votos por Visão Computacional.