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🤖AgentSight Observability Tool for AI Agents Hits Linux Kernel 5.8

Zero-instrumentation observability for your AI agents, no code changes needed

TL;DR

AgentSight offers full-stack observability for AI Agents on Linux without modifying the agent code. Requires Linux Kernel >=5.8 and supports macOS via ANOLISA CLI.

AgentSight, a zero-instrumentation observability tool based on eBPF, now supports Linux kernels from version 5.8 onwards, offering full-stack visibility for AI agents running on Linux without the need to modify agent code. This is crucial for developers looking to monitor and optimize their AI workloads in production environments. The tool captures LLM API calls, token consumption, and process behavior at the kernel level, providing real-time insights into agent health, session traces, and token trends through its dashboard. Key details include support for Linux x86_64 and macOS via ANOLISA CLI installation.

AgentSight Observability Tool for AI Agents Hits Linux Kernel 5.8 — GitHub

Key Points

1

AgentSight captures LLM API calls and token consumption at the kernel level with eBPF probes (Linux Kernel >=5.8).

2

Supports Linux x86_64, macOS via ANOLISA CLI, and requires root or CAP_BPF privileges for full functionality.

3

Installation through ANOLISA CLI provides commands like trace, serve, dashboard, summary, token, audit, discover, interruption.

4

Dashboard offers real-time Token trends, Agent health, session traces, and exporting structured events to external log services.

5

Configuration stored in /etc/agentsight/config.json with feature flags for Token stats, SQLite storage, Interruption detection.

Why It Matters

If you're running AI agents on Linux or macOS and need deep observability without modifying your codebase, AgentSight is a game-changer. It provides real-time insights into API calls, token consumption, and process behavior at the kernel level, making it ideal for teams looking to optimize their AI workloads in production environments.

eBPFLLMAI AgentsObservabilityLinux

Frequently Asked Questions

Why does this matter?

If you're running AI agents on Linux or macOS and need deep observability without modifying your codebase, AgentSight is a game-changer. It provides real-time insights into API calls, token consumption, and process behavior at the kernel level, making it ideal for teams looking to optimize their AI workloads in production environments.

What happened?

AgentSight offers full-stack observability for AI Agents on Linux without modifying the agent code. Requires Linux Kernel >=5.8 and supports macOS via ANOLISA CLI.

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