incident response automation

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Surveying the next wave of SRE, this piece shows how AI shifts reliability from reactive firefighting to proactive, automated operations. It covers anomaly prediction, noise-cutting alerting, self-healing runbooks, capacity forecasting, and SLO-aware orchestration. It also weighs risks like data quality, bias, cost, and security, and charts how SREs evolve toward ML fluency, governance, and human-in-the-loop control.