@ingero

Ingero Team

@ingeroJoined April 2026

An open-source research project focused on kernel-level GPU observability and tracing CPU-GPU interactions using eBPF

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An open-source research project focused on kernel-level GPU observability and tracing CPU-GPU interactions using eBPF

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Ingero Team's blogs

Ingeroingero.hashnode.dev3 posts

Read-Only Kernel Telemetry as MCP Tools: A Design Note

Design constraints (left) and the seven existing tool calls (right) for a read-only MCP server over an eBPF kernel trace database. TL;DR An MCP server over kernel telemetry has a specific shape: read-

Jul 13 · 6 min readingero.hashnode.dev

Top of Stack, Bottom of Stack: Where RUM Ends and eBPF Begins

The five layers of the production observability stack. RUM observes user-visible events at the top. eBPF observes kernel events at the bottom. The middle three need different tools. TL;DR The producti

Jul 6 · 6 min readingero.hashnode.dev

The Seventh Agent: Counting Privileged Processes on a Real GPU Host

A real audit of host-level agents already running on a typical GPU host. Adding kernel-level GPU observability is a decision about whether to add a seventh privileged process or to put the instrumenta

Jun 29 · 7 min readingero.hashnode.dev

Ingero Team

About

Available for

Ingero Team's blogs

Read-Only Kernel Telemetry as MCP Tools: A Design Note

Top of Stack, Bottom of Stack: Where RUM Ends and eBPF Begins

The Seventh Agent: Counting Privileged Processes on a Real GPU Host

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Ingero Team

About

Available for

Ingero Team's blogs

Read-Only Kernel Telemetry as MCP Tools: A Design Note

Top of Stack, Bottom of Stack: Where RUM Ends and eBPF Begins

The Seventh Agent: Counting Privileged Processes on a Real GPU Host