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Agentic ChatOps Platform Architecture v2

Agentic ChatOps: AI-Powered Infrastructure Operations for a Solo Operator

Agentic ChatOps is a production system run by one person across 310+ infrastructure objects and six sites. Three AI subsystems triage alerts, investigate root causes, and propose fixes; a human approves every change. The genuinely novel part is a causal world-model of the infrastructure — a dependency graph that predicts the consequences of a proposed action before it can be approved, then verifies the outcome against that prediction in code. No remediation reaches a human’s approval without a machine-computed prediction attached, and the operator stays ring 0. ...

April 7, 2026 · Updated June 10, 2026 · 27 min · Kyriakos Papadopoulos