Splunk Blogs

This field guide categorizes AI agents across seven levels of autonomy, providing a roadmap for mapping system architectures against common failure modes and production-ready requirements.

Measure and improve AI accuracy by distinguishing between classification metrics, generative faithfulness, and agentic trajectory completion.

We’re helping teams evaluate agent behavior, observe performance, optimize costs, and block harmful actions.

Observability Essentials and Observability Premier simplify how customers buy and expand observability.

Tokenomics in Agent Observability helps teams turn their AI spend into defensible ROI at scale.

Splunk is extending AI SRE in Splunk Observability Cloud from incident diagnosis to code-level remediation.

Splunk is expanding its Agentic SOC Workforce with a set of new purpose-built skills, across detection, investigation, response, and governance.

Why trusted autonomy is becoming the operating model for modern security operations.

Congratulations to all of our 2026 Splunk Regional Partner Award Winners!