Operations | Monitoring | ITSM | DevOps | Cloud

Replicas in Kubernetes control how many copies of your pods run simultaneously. They're the foundation of scaling, availability, and recovery in your cluster. When you're running a stateless API or a background worker, understanding how replicas work directly impacts your application's reliability and performance. This blog walks through replica management, from basic concepts to production monitoring patterns that help you maintain healthy, scalable applications.

It’s 2 AM. Your API is timing out. Logs show a slow query. Metrics flag a spike in DB connections. Traces reveal a 5-second delay on a database call. But then the questions start:- Which database?- Does the query match the delay?- Why doesn’t this align with the connection pool metrics? Each tool uses different labels, db.name, database, sometimes nothing at all. Without a shared schema, connecting the dots is slow and frustrating.

We are proud to share that Aiven has been awarded the Top Tech Award in the “Transformation and Cloud” category by L’Informaticien, one of France’s leading IT publications. The honour comes as part of the 2025 Top Tech Awards, a celebration of standout achievements in digital innovation, transformation, and cloud excellence. This award is a major milestone.

You’re likely here because you heard the news: Atlassian ended new sales for OpsGenie on June 4, 2025, with a complete shutdown scheduled for April 2027. For years, OpsGenie has been the backbone of on-call management for countless teams. It might have been your team’s trusted solution too. But now, that chapter is closing. The pressure to find an OpsGenie alternative for on-call is real. However, you can’t just pick any tool and hope it works for your team.

The Digital Operational Resilience Act (DORA) is set to reshape how financial institutions in the EU manage and contract with their technology providers. Since January 17, 2025, DORA requires financial entities to meet stricter rules for managing digital risks, especially when it comes to the third-party ICT (Information and Communication Technology) service providers they rely on.

Speed is no longer a luxury in IT operations—it’s a requirement. When systems falter, alerts spike, or new services go live, time becomes the most valuable resource. And yet, many IT teams are still shackled to tools and processes that take weeks—or months—to show measurable value. The question technical leaders increasingly ask is: How fast can we get value? Not just dashboards. Not just data.

Enforce configuration standards with the Opslogix Compliance Management Pack Maintaining compliance is not just a matter of policy, it is a matter of operational stability and security. But with so many moving parts, configuration drift is almost inevitable. The Opslogix Compliance Management Pack helps identify these deviations by continuously verifying key system configurations and alerting when they fall out of alignment.

Ensure the availability of critical services with the Opslogix Core Windows Service Management Pack In a typical SCOM environment, a lot of the Management Packs are designed to monitor services tied to a specific technology, such as SQL Server, IIS, or the Windows operating system itself. But what about services that don’t belong to any particular application but are essential across all servers?

Today, BigPanda released our first-ever research report based on data gathered from our agentic IT operations platform. Our Monitoring and Observability Tool Effectiveness for IT Event Management report provides insights and benchmarks on incident detection and noise reduction for 130 enterprise organizations, including the monitoring and observability data sources integrated with BigPanda.