Your Infra Data Is the Agent Input Now

Observability data is increasingly critical as it serves as the essential context for agents conducting system diagnostics and root cause analysis, making its protection and accessibility paramount. Traditional approaches that sample data or offload it to external vendors can lead to incomplete and inaccurate diagnostics, while methods like eBPF capture full-spectrum data at the kernel level, providing comprehensive insights without blind spots. Maintaining data residency within one's own cloud environment is crucial to ensuring security and cost efficiency, as demonstrated by groundcover's approach, which emphasizes that agents and models should operate within the owner's infrastructure. This strategy also involves careful management of external access through well-scoped connectors to avoid unwanted exposure, all while ensuring that agents can perform evidence-based diagnostics with complete and accurate data.

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