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Notes on monitoring, incidents, and AI-native ops.

How we build Faultline and how we think about closing the incident loop.

June 25, 2026 · 7 min read

I gave my monitoring tool an MCP server, so Claude can run my on-call

Every monitor I tried watched a public HTTP endpoint, and none of them could let an AI agent actually fix an incident. So I built one that does, behind an approval gate.

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