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chore: import upstream snapshot with attribution
2026-07-13 13:10:45 +08:00

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---
title: "Tracer Agent"
description: "Learn about the Tracer Agent architecture and capabilities"
---
Why Tracers Architecture Is Unique
The Tracer Agent is the heart of Tracers platform, a lightweight process that runs on your compute nodes and observes pipeline execution from the kernel upward.
Most monitoring systems rely on application-level hooks or SDKs that require code changes and introduce overhead.
In scientific workloads, where thousands of short-lived processes execute complex binaries (BLAST, BWA, GATK, TensorFlow, etc.), this approach simply doesnt scale.
Tracer solves this by leveraging eBPF (Extended Berkeley Packet Filter) technology to monitor workloads directly from the Linux kernel, safely and with minimal overhead.