Splunk Blogs

It's the moment you’ve been waiting for – meet your 2026 Splunkie Award winners!

Two new capabilities extend Splunk Observability with the network and internet context teams need to understand digital experience from application to user.

We’re introducing splunkctl, the new Splunk CLI purpose built for the agentic era, and expanding the library of Splunk Agent Skills.

We’re introducing Business Journeys in Splunk Observability Cloud.

How Splunk connects runtime and security context for faster response.

Understand the tradeoffs between LLMs and humans for generative AI evaluation

LLM judge vs SLM judge: an SLM costs 10-30x less and runs in 15-150ms, making 100% coverage affordable. See where each wins and when to make the switch.

Evaluate multi-agent AI systems using benchmarks that prioritize coordination, reliability, and policy adherence over simple accuracy scores to ensure production readiness.

How to build an SLM judge: See how to size the model, fine-tune with LoRA, validate it, and serve it in production.