A few months ago, we implemented support for exception profiling in PHP. One of the key justifications for building this functionality into Continuous Profiler was to show the hidden costs of exceptions in PHP, especially when they are used for flow control in hot code paths. Once this feature was built, we naturally wanted to know if it surfaced these kinds of flow control problems in customer production systems.

The proliferation of managed LLM services like OpenAI, Amazon Bedrock, and Anthropic have introduced a wealth of possibilities for generative AI applications. Application engineers are increasingly creating chain-based architectures and using prompt engineering techniques to build LLM applications for their specific use cases.

Most of us are aware that generative AI offers opportunity for innovation and efficiency where it is revolutionising how businesses operate. However, its impact is not fully understood. Earlier this year, Console Connect conducted a survey by Arlington Research which engaged 1,000 global CTOs and senior leaders to gain a better understanding of the challenges and demands associated with gen AI adoption.

Startups face unique challenges in their journey, including tight budgets, rapid development cycles, and limited resources. In this high-pressure environment, DevOps practice emerges as a crucial framework. Contrary to the misconception that DevOps is only suited for large enterprises, it offers significant advantages for startups by streamlining processes, enhancing product quality, and accelerating time-to-market.

Network closets, often referred to as IDF closets or telecommunications closets, are small yet vital spaces that house important networking equipment, acting as the hubs that connect various parts of an organization's IT infrastructure. Despite their significance, network closets are often overlooked and undermanaged. Poorly managed network closets can result in network downtime, reduced efficiency, and increased maintenance costs.

OpenCV is a powerful open source computer vision and machine learning software library for real-time applications. It provides multiple functionalities, including image processing, object detection, and video analysis, making it a fundamental tool for researchers and developers in the field of computer vision. You can deploy your OpenCV applications using AWS Lambda, a serverless compute service that lets you run code without provisioning or managing servers.

Cloud repatriation is worthy of consideration for organizations looking to address security concerns, compliance requirements, high cloud costs, and some performance issues. Is cloud repatriation the next big thing? Uh, no. Let’s bust this myth now: No major industry sources are reporting that there’s a huge trend toward cloud repatriation.

Digital transformation is no longer just a buzzword; it's a necessity for businesses aiming to thrive in a rapidly evolving landscape. By integrating digital technologies into all areas of an organization, companies can fundamentally change how they operate and deliver value to customers. This transformation is not merely about technology; it’s about rethinking how businesses engage with customers, streamline operations and processes, and create value in an increasingly digital world.

Standard Operating Procedures (SOPs) are the backbone of any well-run organization, providing a clear roadmap for employees to follow and ensuring consistency across all aspects of the business. By implementing effective SOPs, companies can unlock a world of benefits, from improved productivity and reduced costs to enhanced customer satisfaction and better risk management.

workloads from remote clusters As Kubernetes continues to gain traction in the cloud-native ecosystem, the need for robust, scalable, and highly available cluster deployments has become more noticeable. While a Kubernetes cluster can easily expand via additional nodes, the downside of such an approach is that you might have to spend a lot of time troubleshooting the underlying networking or managing and updating resources between clusters.