Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Observabilty for complex systems and related technologies.

Making Sense of Complex Data in Observability Tools

Metrics, analytics, measurements, and parameters – can we truly see these abstractions? Data visualization helps us do just that, bridging the gap between raw information and human comprehension. Visualizing data is like rafting down a river – dynamic, unpredictable, and full of discoveries along the way. In this guide, we’ll explore how to craft visualizations that inform, engage, and inspire. So, grab your paddle and hop aboard!

Use Database Monitoring in Splunk Observability Cloud to Identify and Resolve Slow Queries

In this video, I introduce Database Monitoring in Splunk Observability Cloud. I'll demonstrate how to spot and resolve slow queries by leveraging rich metrics and correlating database performance directly with traces in Splunk Observability Cloud APM. TOC.

Cribl and Cloudflare give you full network visibility with real time telemetry

Glenn Block explains how the new Cloudflare source and R2 destination in Cribl Stream lets you ingest WAF, DNS, and Zero Trust logs for full visibility and real time intelligence. Better security, better performance, and lower cost for modern IT and security teams.

kubectl logs Command Reference and Documentation

The kubectl logs command retrieves container logs from Kubernetes pods. It supports real-time log streaming with -f, time-based filtering with --since, viewing previous container instances with --previous, and accessing logs from specific containers in multi-container pods using -c.

Observability in the AI age: Datadog's approach

Ten years ago, Datadog was a single-product company focused on breaking down the silos between dev and ops. As the shift towards the cloud accelerated and organizations transitioned to the new DevOps model, we set out to develop an observability platform that would enable these teams to safely scale faster and answer the essential questions about their services: are they available, secure, compliant, performant, and cost-efficient?

Why AI Will Push #Telemetry Budgets to the Breaking Point in 2026

Telemetry growth is about to hit a new level in 2026. Nick Heudecker from Cribl walks through our new predictions report and explains why observability costs are set to surge again, with more than a third of enterprises spending at least 15 % of their IT budgets on telemetry alone. He also shares how agentic AI adds new risk to the data pipeline, why most AI workloads will struggle to scale, and how platform shifts and market forces will reshape the data landscape.

#AI Powered Data Protection Inside Cribl Guard

Cribl Guard uses an always running AI agent to spot sensitive data as it moves through your environment and recommend the right protections in real time. In this demo, you will see how the agent samples live events, identifies patterns like credentials and credit cards, and turns them into one click fixes that keep your destinations safe. Faster detection, smarter rule recommendations, and instant mitigation. This is what modern data protection looks like.