What SREs Should Automate — and Never Automate — with AI
Automate based on impact and recoverability, not on whether the AI is technically capable of doing the task.
Five key takeaways: AI should be used for tasks that have high impact and recoverability, rather than based solely on whether the AI can perform the task. Alert triage, anomaly detection, incident summaries, and capacity forecasting are easy wins for automation. Human intervention is crucial for production changes, incident command, security response, and severity calls.
When automating, consider reversibility and blast radius, rather than simply whether the AI can do the task. The goal is for AI to reduce noise so engineers can focus on critical issues.
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