AI And ML In Observability: Hype Or Helpful?

Forbes December 18, 2024
Tom Wilkie

Tom Wilkie is CTO at Grafana Labs, a member of the Prometheus team and one of the original authors of the Cortex and Loki projects.

In a landscape increasingly shaped by artificial intelligence and machine learning (AI/ML) advancements and the emergence of large language models (LLMs), one question looms large: How will these advancements, and the rise of LLMs, fundamentally change how we approach observability?

Despite bold assertions from some suggesting AI/ML could completely replace engineers and SREs, the reality remains different. We’re still navigating the peak of inflated expectations of generative AI, where promises often outpace practical applications. Without question, AI will have a tremendous impact on observability—it already has and will continue to. According to Grafana Labs’ 2024...

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