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MCP as Observability Interface: Connecting AI Agents to Kernel Tracepoints

TL;DR MCP is becoming the interface between AI agents and infrastructure data. Datadog shipped an MCP Server connecting dashboards to AI agents. Qualy…

ebpfmcpgpuobservability
Dev.to Apr 16, 2026, 07:35 UTC
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One Query, Four GPUs: Tracing a Distributed Training Stall Across Nodes

TL;DR A single straggling node held up a 4-node distributed training job. We found it by fanning out one SQL query to all four nodes and getting the a…

gpuebpfdistributedcomputing
Dev.to Apr 13, 2026, 17:18 UTC

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