Operations | Monitoring | ITSM | DevOps | Cloud

The promise of large language models (LLMs) brings new performance gains to development teams, sharing information and context to your team. How is this information stored?

Redgate Flyway is renowned for its low-friction, SQL-first approach. Our customer stories share the wins seen in organizations worldwide for Redgate Flyway. And when it comes to community endorsement for Flyway OSS, the GitHub and Docker statistics prove it, with 9k+ GitHub stars and 50M Docker downloads advocating for its appreciation.

When a service slows down, metrics will tell you that it’s happening but logs tell you why. For MySQL, slow queries can be a silent performance killer, gradually chewing through resources until users start complaining. By enabling MySQL’s slow query log and forwarding it to Loki (via Promtail), you can visualize query-level details right alongside your metrics on Grafana dashboards. This makes it easy to correlate what is slow (metrics) with what is causing the slowdown (logs).

Every major RDBMS insists it’s SQL-compliant, but under the hood, proprietary quirks break portability and slow down development. That’s where ANSI SQL steps in—not just as a standard, but as a survival strategy for teams juggling multiple platforms. By adopting ANSI SQL, you’re not just writing cleaner, more portable code—you’re unlocking freedom.

Wilfried Roset is an engineering manager who leads an SRE team, and he is also a Grafana Champion. Wilfried currently works at OVHcloud, where he focuses on prioritizing sustainability, resilience, and industrialization to guarantee customers satisfaction. Grafana needs a database to store all its objects, such as users, dashboards, or even data sources. Each time a user creates a dashboard, it results in a new row created in the database.

VictoriaLogs Practical Ingestion Guide for Message, Time and Streams This VictoriaLogs article serves as a quick way to grasp the core concepts of VictoriaLogs. It covers only the most important information from the documentation, along with common cases identified after troubleshooting many real-world scenarios. If you’re just getting started with VictoriaLogs, this is a great place to begin. For more in-depth or advanced details, refer to the official documentation.

“You fixed a bug in QA — great! But did that fix go into version control and get tested and deployed everywhere? If not, you just created drift, and more problems down the line.” Peter Kruis, Microsoft SQL Engineer at Monin Fixing a bug in the environment where it appears feels like progress, but without a proper process, it creates fragility everywhere else.

“We want developers to break things – just not for the customers. If all our tests are green, I get nervous that we’re not testing deep enough.” Naga Santhosh Reddy Vootukuri, Principal Software Eng. Manager, Microsoft Azure SQL Naga Santhosh, Sunny to most, leads a team that ships changes to Azure SQL databases worldwide. Those deployments must be fast, frequent, and invisible to customers. That kind of reliability doesn’t come from playing it safe during development.

Icinga DB Web Automation allows you to automate monitoring tasks and integrate them directly into your systems and workflows. It is possible to issue command actions without a browser. To do so, a form needs to be submitted by a tool such as cUrl. Every request you send follows the same permission rules and access restrictions defined in the web interface, so security and user roles still apply. Want to target specific hosts or services? Simply add filter parameters to the URL.