Operations | Monitoring | ITSM | DevOps | Cloud

Containers and serverless computing are two of the most popular methods for deploying applications. With the rise of microservices and modern DevOps, teams need faster, leaner ways to build and release software. However, selecting the wrong architecture can slow down delivery, increase cloud costs, or lock you into tools that don’t scale with your business. Both methods have their advantages and disadvantages.

Top tips is a weekly column where we highlight what’s trending in the tech world and list ways to explore these trends. This week, we're talking about what it really means to start fresh, stay curious, and make space to be a beginner again—even when your calendar’s packed. If your calendar is crammed with back-to-back meetings, messages that never stop, and deadlines breathing down your neck, you're not alone.

Every connected device, cable, and transmission path contributes to how data flows across an IT environment. These physical and logical arrangements define what is known as topology in a computer network. For IT teams managing increasingly complex infrastructures, understanding how devices are arranged and how they communicate is critical.

Redux remains a cornerstone of React state management, but developers continue to encounter persistent bugs and new challenges. State mutation errors remain the most common Redux bug, affecting over 70% of Redux applications, while new issues emerge with Redux Toolkit 2.0, TypeScript integration, and React 18/19 compatibility. This comprehensive guide explores the most prevalent Redux debugging challenges and provides practical solutions for modern development.

Following the popularity of our existing GitHub integration, we’ve extended similar capabilities to GitLab users. You can now ingest GitLab events directly into Mezmo Telemetry Pipelines and route them to any destination. This provides a powerful new way to monitor, alert, and react to activity within your GitLab repositories.