"World Modeling" across Disparity
An SRE agent starts every investigation missing the same thing: a model of how the system is wired. Which services call which, what each one reads from, where workloads are co-resident, how much redun

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Articles tagged with #agentic-ai
An SRE agent starts every investigation missing the same thing: a model of how the system is wired. Which services call which, what each one reads from, where workloads are co-resident, how much redun

There have been several posts about AI SRE solutions being deployed in a "fire and forget" manner, even for complex setups. One post that tested this idea is from the Clickhouse team. They concluded that "Models are not ready" and needed guidance thr...

A while ago, we explored different LLM use cases through “Skillet”. During our experiments, we quickly realized the advantages of using tools, precise integration with observability data sources, and sparse tokenization. The ecosystem has been evolvi...

LLMs are having an ostensibly large effect on SaaS verticals since the proliferation of agentic AI frameworks and the fruition of proper tool use. There are, finally, approaches and startups attacking the problem in the observability space. However, ...
