Structured logging has emerged as a crucial aspect of modern application development and monitoring. Unlike traditional logging, structured logging organizes log data into a defined format, often in JSON or XML, making it easier to parse, search, and analyse. This practice simplifies troubleshooting, enhances observability, and supports seamless integration with monitoring tools.

Jeff Foster, Director of Technology & Innovation at Redgate, explains how Redgate is approaching the AI revolution. As we celebrate Redgate’s 25th anniversary, it’s a great time to reflect on how far we’ve come and where we’re headed. Our longstanding mantra has been “ingeniously simple” software – tools that empower users to accomplish tasks they might not have thought possible.

In today’s fast-paced, always-on digital environment, businesses can’t afford downtime or disruptions in IT operations. This is where self-healing IT infrastructure comes into play. Designed to proactively detect, diagnose, and resolve issues without manual intervention, self-healing systems are revolutionizing the way IT teams manage operations. But what exactly is self-healing IT infrastructure, and why does it matter? Let’s dive in.

Back in Alerts Are Fundamentally Messy, I made the point that the events we monitor are often fuzzy and uncertain. To make a distinction between what is valid or invalid as an event, context is needed, and since context doesn’t tend to exist within a metric, humans go around and validate alerts to add it. As such, humans are part of the alerting loop, and alerts can be framed as devices used to redirect our attention. In this post, I want to drive this concept a bit further.

FinOps for engineers is gaining more and more ground in the cloud computing sphere. As organizations move toward cloud models, managing the costs associated with them becomes an increasingly important factor, if not the most important. FinOps focuses on optimizing the use of cloud resources. Therefore, FinOps for engineers means that they not only design necessary solutions but also warn about the economic impact.

We’ve added two new ways to work with your data in AppSignal: Dataset Exporting and Graph Data Exporting. These features make it easier to analyze and share insights, whether you’re debugging, reporting, or collaborating with your team.

In the realm of modern software development practices, observability is no longer an optional add-on. It is a mission-critical capability. Like how control theory revolutionized industrial systems, and quality assurance redefined manufacturing processes, observability transforms the software systems and their development processes in many ways inspired by the brick-and-mortar industries. This post explores the best practices in modern observability to help you leverage its full potential.

The Internet of Things (IoT) is no longer a futuristic concept—it’s a reality that’s transforming industries, businesses, and everyday life. With billions of connected devices generating vast amounts of data, managing and monitoring these devices effectively has become a critical task for businesses seeking to optimize operations, enhance security, and ensure seamless performance.

While we cannot eliminate internet outages, lag, or security breaches, reflecting on the lessons learned from these events helps us cope, innovate, and implement measures to reduce how often they occur. In 2024, website and application outages had a significantly greater impact on the world than in previous years, leaving the IT community with valuable insights to consider.

With a sluggish page a smooth global performance would be a far fletched dream. A tainted brand reputation, irritated customers abandoning your’s for a better site, lost businesses are all that a slow or poorly localized webpage can bring. To establish your digital presence across the globe, you’ll have to equip yourselves with some effective tools and best practices. Once done, it’ll be easier for you to traverse boundaries.