We generate terabytes of data every second, and AI writes our emails, yet some companies still use data infrastructure that needs to be in a museum. The moment siloed systems, clunky legacy software, and manual processes begin choking the life out of innovation and efficiency — you are trying to win a Formula 1 race with a horse and buggy. If this sounds painfully too familiar, you are not alone. In this article, I'll cut through the hype and show you precisely how to realistically modernize your data infrastructure. We'll get into key steps and introduce you to Skyvia — the most comprehensive data integration platform that makes this process surprisingly simple.

Runbook automation transforms manual IT procedures into automated workflows, reducing human error and improving operational efficiency. This guide covers everything from basic concepts to advanced implementation, including real-world examples using Kubernetes and Ansible. Key takeaways: start with manual documentation, implement proper security controls, ensure scalability, and continuously optimize your automated processes. Whether you're new to runbook automation or looking to improve existing systems, this comprehensive guide provides actionable insights and best practices.

Learn how to monitor Redis metrics, optimize performance, and follow best practices to ensure reliability and efficiency in your deployments.

Compare OpenTelemetry and ELK to understand their key differences, use cases, and when to use each for effective observability and logging.

Learn how to tackle scaling challenges and implement effective strategies to optimize the OpenTelemetry Collector for high performance and reliability.

Learn how to instrument your Python applications with OpenTelemetry to gain insights, track performance, and troubleshoot issues effectively.

PagerDuty offers extensive integrations (700+), advanced AI-powered alerting, and starts at $21/user/month

FireHydrant focuses on streamlined incident response with strong post-mortem capabilities at $500/month for 20 users

PagerDuty excels in complex enterprise environments, while FireHydrant is ideal for teams prioritizing simplicity

Consider alternatives like Squadcast for a balance of features at competitive pricing

Choice depends on team size, integration needs, and budget constraints

Learn how the Linux OOM Killer manages memory pressure, terminates processes, and ensures system stability when memory runs low.