SREday

Site Reliability, DevOps and Cloud

June 27, 2026 Tech Mahindra Learning Centre, Hyderabad

1
Day
25+
Speakers
2
Tracks
200+
Attendees

From Intent to Syscalls: AgentSight for AI Agent Tracing

Shane Cardoz
FreeBSD Project
Abstract

AgentSight uses eBPF to provide zero-instrumentation observability for LLM agents, correlating high-level intents from intercepted TLS traffic with low-level system calls, file operations, and subprocess execution. This boundary tracing approach delivers tamper-resistant monitoring with <3% overhead, revealing prompt injections, reasoning loops, and multi-agent bottlenecks across any framework. Lightning talk demo shows live tracing of Claude solving a complex task.

Bio

I am a systems-focused open-source contributor working on FreeBSD and QEMU, with a deep interest in virtualization, kernel internals, and system performance. My work involves exploring low-level systems behavior and building practical solutions around it, along with experience in scalable systems using Elasticsearch. I actively share my work and insights through talks and community events, and have presented at conferences and meetups including ChennaiFOSS and DevConf. My talks focus on making complex systems concepts accessible, with an emphasis on real-world experimentation and learning.

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