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Leveraging Calico flow logs for enhanced observability

In my previous blog post, I discussed how transitioning from legacy monolithic applications to microservices based applications running on Kubernetes brings a range of benefits, but that it also increases the application’s attack surface. I zoomed in on creating security policies to harden the distributed microservice application, but another key challenge this transition brings is observing and monitoring the workload communication and known and unknown security gaps.

3 models for logging with OpenTelemetry and Elastic

Arguably, OpenTelemetry exists to (greatly) increase usage of tracing and metrics among developers. That said, logging will continue to play a critical role in providing flexible, application-specific, event-driven data. Further, OpenTelemetry has the potential to bring added value to existing application logging flows.

Announcing the General Availability of Cloud Monitoring Console's Maintenance Dashboard

Calling all Splunk Cloud Platform admins! At Splunk, we're dedicated to making your lives easier when it comes to managing various aspects of your Splunk Cloud Platform. One critical aspect that requires your attention is maintenance, which directly impacts the operational efficiency of your deployments. As the capabilities of the Splunk Cloud Platform grow, so do the Splunk-initiated updates like upgrades to keep your deployments up-to-date with the latest features and functionality.

Data Integration: The Techniques, Use Cases, and Benefits You Need to Know

In a world where data is continuously growing, the need for integrated and centralized data is becoming increasingly important. Businesses are becoming more data-intensive, and by 2025, organizations need to leverage the power of their data to make informed decisions and stay competitive. Data integration plays a crucial role in enabling businesses to access, analyze and act on such data, with the data integration market expected to grow at a fast pace of a CAGR of 11.4% in 2027.

The Goal With Every Release: Stay Laser Focused on Driving Value for Customers

As our customers share their frustrations with the volume and growth of their observability data, we’ve got our eyes set on making it easier to manage. Our Spring 4.1 Launch involved enhancements to the Cribl suite of products — Cribl Stream, Cribl Edge, and Cribl Search — that give users more choice and control over their end-to-end observability architecture.

The lowdown on Loki for log aggregation: 5 demos you don't want to miss

Looking to get started with log aggregation? Or perhaps take your logging game to a whole new, more advanced level? You’ve come to the right place. Grafana Loki is a key component of Grafana Labs’ open and composable Grafana LGTM stack (Loki for logs, Grafana for visualization, Tempo for traces, Mimir for metrics).

AI-Augmented Software Engineering

While Artificial intelligence (AI) has invaded many industries, the IT industry is reaping the benefits of AI in software engineering practices. The traditional method of relying solely on human coders throughout the entire development lifecycle is gradually becoming obsolete. Instead, AI-augmented software engineering has come into the arena to make the software engineering process faster, easier, and more reliable.

Harnessing an observability solution to gain valuable insights into business operations

In my previous articles, I discussed how to design considerations for observability solutions and how observability can augment your security implementation. In this article, I will discuss how an observability solution can provide valuable insights into your business operations through the collected data from various systems, applications, and services.

Cribl Stream Simplifies Complexity in Multi Cloud Adoption

You may be thinking of investing in multiple cloud vendors to increase redundancy and deal with the complexity of your enterprise requirements. You are not alone. Many enterprises are moving in this direction to take advantage of the options offered by competing cloud vendors. Adopting one major cloud vendor is a complex project that can consume a company for months if not years.