eunomia-bpf/agentsight

Registry 信息

项目简介

AgentSight 是一款基于 eBPF 的零指令可观测性工具，专为 LLM 和 AI 代理（如 Claude Code、OpenClaw、Gemini-CLI）设计，无需修改应用代码即可实现深度行为监控。

要点

• AI 代理的零指令可观测性
• 基于 eBPF 的低开销监控
• 支持 Claude Code、OpenClaw、Gemini-CLI
• 实时代理行为追踪
• 无需修改代码

使用场景

• 监控 Claude Code 代理交互
• 调试 AI 代理性能问题
• 观察生产环境中的 LLM 调用模式
• 代理活动安全审计
• AI 工作流合规监控

README 摘要

# AgentSight: System-wide AI agent tracing and monitoring with eBPF [](https://opensource.org/licenses/MIT) [](https://github.com/eunomia-bpf/agentsight/actions/workflows/ci.yml) [](https://arxiv.org/abs/2508.02736) [](https://dl.acm.org/doi/10.1145/3766882.3767169) **English** | [中文](https://github.com/eunomia-bpf/agentsight/blob/master/README.zh-CN.md) Your local first `perf`/`top`/`strace`/`nsight`-like tool for AI agents. See what agents actually do to your machine, and connect those actions back to the prompts, model calls, and tool decisions that triggered them. Run `agentsight` around Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw, or any command. AgentSight records a local trace of: - processes and child processes, shell commands, cwd, argv, exit status, and duration - files created, written, truncated, renamed, or deleted - network destinations contacted - prompts, responses, tool intent, and LLM/model/token No SDK, no proxy, no vendor integration. AgentSight observes with eBPF and TLS traffic tracing, so it works even when the agent is a closed-source CLI. **✨ Zero Instrumentation Required** ## Quick Start ```bash cargo install agentsight # or: wget https://github.com/eunomia-bpf/agentsight/releases/latest/download/agentsight && chmod +x agentsight sudo agentsight top ``` <div align="center"> <img src="https://github.com/eunomia-bpf/agentsight/raw/master/docs/top-mode-demo.png" alt="AgentSight top live session view" width="10

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