Turning machine data into action, strengthening resilience, and building for the agentic era. That's the impact of the innovations announced at #splunkconf26. Check out the highlights. 👇

AI can write the code. But who’s making sure teams can monitor it? In a @TFiR_io interview, Splunk’s Greg Leffler explains how a born observable approach helps teams build visibility into AI-generated code from the start. Watch now: splk.it/4i8A3eG

Turn agent traces into insights with Splunk Agent Observability, directly from Claude Managed Agents. Grade agents with the evals you use across your fleet, then trace a low grade to the step that went wrong. Now in public beta: splk.it/4s9pQ6d

Even AI agents need to prove they're ready for more responsibility. At #splunkconf26, leaders shared how they're testing AI agents and building safeguards to expand autonomy without losing human oversight. Get the full story: splk.it/4siAvvM

AI is changing how businesses operate, and leaders need a new playbook to keep up. Our new State of Observability 2026 report explores how organizations are navigating growing complexity. Read our own Kamal Hathi’s take on the findings. #SplunkO11y splk.it/4zCu7li

AI-powered threats aren't slowing down, and neither should the SOC. 👀 Our Field CTO Lauren Wilson joins @tfir_io to discuss how agentic AI helps analysts cut through alert fatigue and investigate faster, with humans still calling the shots. Tune in: splk.it/4ioufiq

Turns out, the SOC has room for more than just security experts. At #splunkconf26, AI-powered triage helped a first-time analyst investigate real threats while putting his network expertise to work. Read the full story: splk.it/4ySQVxn

What if AI came to your data instead of the other way around? ICYMI: In a @TFiR_io interview, Kamal Hathi explains how bringing AI closer to enterprise data can help reduce token costs while keeping sensitive information protected. See how: splk.it/3TLNAkq

Your AI token bill should not be a surprise. ICYMI: Splunk’s @raja_muk joined @TFiR_io to discuss how Splunk Tokenomics and Agent Observability help teams track spend in real time so you can connect AI adoption to business outcomes. Catch up right here: splk.it/47k9Ncr

The token bill should not be a mystery. @msspalert highlights how Splunk Observability is helping teams track AI token usage, monitor costs, and connect AI adoption to productivity as enterprises bring more coding agents into their workflows. splk.it/4iotN3I #SplunkO11y

Centralizing every piece of machine data is not the only path to AI powered operations. In his @tfir_io interview, Mangesh Pimpalkhare explains how Splunk is helping enterprises work across distributed data and keep AI agents governed. Watch now: splk.it/3TSWw7m

AI agents need more than permission to act. They need to earn trust. @SiliconANGLE covers takeaways from the #splunkconf26 keynotes, including why trust, governance & machine data are becoming central to how enterprises scale agentic AI. Read the story: splk.it/4hSyzFk

AI is reshaping security, and security strategies need to evolve with it. At #splunkconf26, security leaders shared what teams should prioritize as AI changes the threat landscape. Take a listen. 👇

Federated Search for Amazon S3 is evolving. See what’s changing in Splunk 10.4–10.6 and get a practical migration roadmap for moving to connections, datasets, and SPL2: splk.it/4qIS7QJ

No more mystery AI spend. Tokenomics in Agent Observability gives you one view of usage, adoption, and cost across AI coding assistants and LLM providers. Take a closer look at the news from #splunkconf26 here: splk.it/4y5Rq5L

Your AI bill shouldn't come with a jump scare. Splunk's @raja_muk joins @TFiR_io to discuss how Tokenomics brings real-time visibility into AI spend, helping teams stay ahead of costs and focused on outcomes. Catch the conversation: splk.it/4ymjour

AI has a big appetite for data. Can enterprises keep up? Our new Machine Data Outlook Report reveals 53% of tech leaders frequently lack the machine data needed to power AI-driven decisions. See what’s holding AI back. Get the full report: splk.it/4hK0Teb

Agentic AI demos are cheap. Production is where the real costs show up. See why agentic AI projects stall before launch and how agent observability can help teams catch hidden costs before they hit the bill: splunk.com/en_us/blog/observ… #SplunkO11y

AI in the SOC should speed up action, not create another black box. Splunk Enterprise Security 8.7 helps teams advance toward trusted autonomy with governed response, stronger workflows, and evidence-based context that keeps practitioners in control. 🔗 splk.it/4drC2cD

Bring AI to your data. Not your data to AI. That’s the approach Kamal Hathi says enterprises need as they scale AI agents. In his conversation with @tfir_io, Kamal dives into agent observability, token economics, and more. ▶️ splk.it/4eps9fQ

More alerts ≠ better security. ICYMI: Haylee Mills spoke with @TechTargetNews about how risk-based alerting helps SOC teams cut through the noise and focus on what matters: splk.it/4zuioFv