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ai-evals

agentsight: System-Level AI Tracing

Get system-level AI agent insights with agentsight, a zero instrument tracing tool for founders, using eBPF.
advancedโฑ 1-2 hours๐Ÿ’ต Free (open-source)
547 stars73 forksCQuality 9/10Updated 7/27/2026100% free ยท open source
What it is

You create a system-level AI tracing tool using eBPF to understand how AI agents work.

What you can make with it

Automations like: trace how a new customer signed up on Stripe and how the AI-powered support chat responded.

How it helps

With system-level AI tracing, you get detailed insights into AI decision-making without modifying the code. This helps you identify biases and areas for improvement.

Real use case example

"A founder wants to ensure that the AI-powered customer support chatbot on their website is working fairly for all users. They use agentsight to trace the flow of customer information through the AI system, identify biases, and make adjustments accordingly."

If you're new

Start here if you're interested in exploring the basics of system-level AI tracing without diving into code.

If you're senior

This tool is useful for senior engineers looking to optimize and fine-tune the performance of AI agents in production environments.

Common confusion cleared up

Agentsight is not about instrumenting every line of code, but rather a zero-instrument approach that integrates with eBPF to provide system-level AI tracing insights.

Best inside these AI tools
Claude DesktopClaude APIContinue
Pairs with
Stripe webhookNotion databaseGPT (ChatGPT)
Why we list it on WorkflowStacks: The marketplace includes agentsight for its zero-instrument approach to system-level AI tracing, saving developers time and effort compared to traditional methods.
What it does

Agentsight provides system-level insights into AI agents using zero instrument tracing with eBPF, allowing founders to monitor and optimize their AI systems without modifying the code.

Install / run
git clone https://github.com/eunomia-bpf/agentsight.git
When to use it
  • โ€ขWhen you need to troubleshoot performance issues in your AI system without modifying the code
  • โ€ขWhen you want to gain a deeper understanding of how your AI agents interact with the system
  • โ€ขWhen you need to identify bottlenecks in your AI workflow
Quick start
  1. 1Build the agentsight tool using the command 'make' in the cloned repository
  2. 2Load the agentsight eBPF program using the command 'sudo ./agentsight load'
  3. 3Start tracing AI agent activity using the command 'sudo ./agentsight start'
  4. 4View the tracing output using the command 'sudo ./agentsight dump'
  5. 5Stop the tracing using the command 'sudo ./agentsight stop'
Ready-to-paste prompt
sudo ./agentsight start -f ./examples/config.yaml -o ./output
Heads up: Agentsight requires a Linux system with eBPF support, and the user needs to have root privileges to run the tool
Saves to your device

Topics

agent
ebpf
llm
observability
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

18
top-level files
15
folders
496.1M
repo size
MIT
license
Key files
AGENTS.md
README.md
README.zh-CN.md
File tree
.claude/
.devcontainer/
.github/
agent-session/
agentpprof/
agentsight-capture/
agentvis/
bpf/
collector/
docs/
frontend/
package/
script/
skills/
vmlinux/
.env
.envrc
.gitattributes
.gitignore
.gitmodules
AGENTS.md
bpftool
CLAUDE.md
dev.dockerfile
Quick Actions
Details
Creator
eunomia-bpf
Language
C
Category
ai-evals
Published
7/7/2025

Are you the creator of this tool? Claim your listing โ†’ and earn 85% of every sale.

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