17min chapter

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Insights from Cleric: Building an Autonomous AI SRE // Willem Pienaar // #290

MLOps.community

CHAPTER

Navigating Autonomous AI in SRE

This chapter explores the multi-faceted challenges of implementing Autonomous AI in Site Reliability Engineering (SRE) environments, emphasizing the transition from development to production settings. It highlights the significance of efficient AI agent operations, particularly in conducting root cause analysis while managing budget constraints, and the importance of understanding systemic complexities. Through discussions of graph-based systems and the integration of AI in problem diagnosis, the chapter illustrates a collaborative approach between AI and human engineers to enhance reliability and operational efficiency.

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