16min chapter

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

MLOps.community

CHAPTER

Navigating AI in Site Reliability Engineering

This chapter explores the role of autonomous AI in Site Reliability Engineering, focusing on knowledge mapping and the management of production issues arising from changes. It emphasizes the importance of documenting problem-solving processes for future reference, memory management in AI systems, and the balance between data granularity and usability. Additionally, it addresses the challenges of alert fatigue and the need for effective user interface design to build trust in AI solutions while adapting to complex environments.

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