Operations | Monitoring | ITSM | DevOps | Cloud

In software development, feature flags have become an essential tool for teams looking to deploy code with more control and agility. OpenFeature flagging, in particular, stands out as an open-source standard that’s revolutionizing how teams manage feature rollouts, experiments, and toggling. In this guide, we’ll understand what OpenFeature flagging is, its key benefits, how to implement it, and best practices to help you get the most out of it.

Whether you plan to continue running Ubuntu 20.04 LTS or upgrade to the latest LTS, keeping your infrastructure secure and stable is a top priority. Extended Security Maintenance (ESM) provides essential security updates to protect your systems from vulnerabilities, ensuring you stay compliant and up to date against the latest threats.

As the number of organizations moving their ML projects to production is growing, the need to build reliable, scalable architecture has become a more pressing concern. According to BCG (Boston Consulting Group), only 6% of organizations are investing in upskilling their workforce in AI skills. For any organization seeking to reach AI maturity, this skills gap is likely to cause disruption.

When Azure Savings Plans for Compute were introduced in late 2022, many assumed they were designed to replace Azure Reservations (Azure Reserved Virtual Machine Instances). But that’s not the case — and it still isn’t. Instead, Azure Savings Plans and Reservations can work hand in hand and complement your other Azure cost optimization strategies. That said, maximizing the benefits of each option isn’t always straightforward.

We’re excited to launch relaxAI, an AI assistant designed with one paramount focus: your privacy. In a world where AI tools are becoming indispensable but concerns about data usage are at an all-time high, relaxAI has been created as an assistant you can trust by combining cutting-edge AI capabilities with an unwavering commitment to security and transparency.

In today’s hybrid infrastructure landscape, migrating applications to the cloud unlocks significant financial and technological benefits. Whether internal or external, these applications require robust, efficient infrastructure. Cloud providers like Amazon Web Services (AWS), Google Cloud, and Microsoft Azure offer frameworks to help organizations build better systems.

Logs are the backbone of debugging, security, compliance, and performance monitoring. But if you don’t manage retention properly, you’ll either drown in unnecessary data or lose critical insights too soon. Log retention is all about striking a balance between keeping what’s necessary and discarding what’s not.

Cardinality refers to the number of unique values in a dataset column. A column with many distinct values—like a user ID or timestamp—has high cardinality, while a column with limited distinct values—like a boolean flag (true/false) or a category with a few possible options—has low cardinality. For example, consider a database of an e-commerce platform.

Software deployment isn’t always as simple as it sounds. Keeping applications up to date, avoiding disruptions, and managing deployments efficiently requires the right approach. Some tools automate the process, making frequent releases easier, while others focus on security, compliance, and stability across different environments. The best software deployment tool depends on how you work.