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Ingero Team

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

Joined on Mar 31, 2026 https://ingero.io

May 25

What GitHub Uses eBPF For (and the Layer They Have Not Ported Yet)

#devops #linux #opensource #observability

5 min read

May 20

GPU Observability for Workloads That Cannot Phone Home

#security #devops #linux #opensource

3 min read

May 18

One Kernel, Zero Sidecars: Tracing AI Workloads Without an Agent on Every Host

#linux #devops #observability #monitoring

7 min read

May 15

Same eBPF, Different Vendor: Tracing libhip Calls on AMD ROCm

#linux #programming #gpu #performance

3 min read

May 14

From TCP Retransmits to MCP-Driven Cluster Investigations: An eBPF GPU Agent Retrospective

#ebpf #gpu #observability #mcp

8 min read

May 13

What Inference-Platform Benchmark Posts Leave Out

#machinelearning #ai #gpu #performance

8 min read

May 11

MCP Shows What the Agent Did. eBPF Shows Why the GPU Stalled.

#ai #machinelearning #monitoring #gpu

7 min read

May 7

MCP Tools Are New API Surfaces. eBPF Sees What They Actually Touch.

#ai #machinelearning #monitoring #devops

4 min read

May 6

A Cluster Stall Looks Healthy on Every Host. The Cause Is in the Pattern Across Hosts.

#machinelearning #devops #gpu #observability

9 min read

May 4

GPU Utilization Is a Counter, Not a Cause

#gpuobservability #ebpf #gpu #observability

8 min read

May 4

CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

#gpu #cuda #pytorch #debugging

4 min read

Apr 27

26 Seconds to Find a Straggler: Fleet v0.10 End-to-End on A100 and GH200

#mcp #ai #observability #ebpf

6 min read

Apr 23

Production GPU Training is 34% Slower. Show Me Why

#gpu #ebpf #observability #mlops

6 min read

Apr 21

Agent + MCP + eBPF: 10,869 CUDA Kernel Events, Now Queryable

#gpu #ebpf #mcp #observability

5 min read

Apr 21

11-Second Time to First Token on a Healthy vLLM Server

#vllm #observability #ebpf #mcp

5 min read

Apr 16

What Happens When an AI Agent Gets Kernel-Level GPU Traces

#gpu #ebpf #observability #gpuobservability

5 min read

Apr 16

MCP as Observability Interface: Connecting AI Agents to Kernel Tracepoints

#ebpf #mcp #gpuobservability

5 min read

Apr 13

One Query, Four GPUs: Tracing a Distributed Training Stall Across Nodes

#gpu #ebpf #distributedcomputing

7 min read

Apr 8

CUDA Graphs: The 8-Year Overnight Success and the Observability Gap

#cuda #gpu #ebpf #ai

9 min read

Apr 1

124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level

#pytorch #gpu #python #cuda

5 min read

Mar 31

Tracing a 13x PyTorch Slowdown to a Hidden NumPy Synchronization

#pytorch #cuda #python #gpu

4 min read

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