@ingero
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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
Recently published
MCP as Observability Interface: Connecting AI Agents to Kernel Tracepoints
Apr 16 · 5 min read · TL;DR MCP is becoming the interface between AI agents and infrastructure data. Datadog shipped an MCP Server connecting dashboards to AI agents. Qualys flagged MCP servers as the new shadow IT risk.
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CUDA Graphs: The 8-Year Overnight Success and the Observability Gap
Apr 9 · 11 min read · TL;DR CUDA graphs shipped in 2018 but only became critical infrastructure in the past two years, driven by LLM inference demands and framework automation. They also create an observability blind spot
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