Introduction We recently needed visibility into what our Java services were actually doing in production — response times, slow queries, errors, that sort of thing. We landed on Elastic APM. Here’s exactly how we set it up, including some decisions we made around multi-environment support that saved us a lot of headache later. The setup […]
The digital century’s new oil is data, which is driving industries and companies. However, Strategic decisions cannot be made solely from raw data; it needs to be synthesised first to become useful. Thanks to AI and ML, breakthroughs in the interpretation of data have revolutionised decision-making processes in businesses for better, faster, and more precise […]
Introduction to Cloud Migration In 2023, the value of the Cloud computing market was touching $600 billion and is expected to quadruple to touch ~$2300 billion by 2032. The growth is not only driven by cloud-born businesses but by far the existing large legacy enterprises that are actively in action to migrate their existing infrastructure […]
Introduction ElastAlert 2 is a simple framework for alerting on anomalies, spikes, and other patterns of interest in data from Elasticsearch and OpenSearch. ElastAlert 2 is a tool for monitoring real-time data in Elasticsearch and alerting on matching patterns. Elastalert accepts this Alert type: Email AWS SES (Amazon Simple Email Service) AWS SNS (Amazon Simple […]
Introduction Caching is one of the most effective techniques for improving scalability and performance in APIs. Azure API Management (APIM) applies caching to reduce backend response time, regulate traffic bursts, and reduce latency. It can assist your service to deal with spikes in traffic (such as flash sales or promotional events). To prevent too many […]
The Evolution of DevOps: How AI is Changing Software Delivery Artificial intelligence transforms how software is created, released, and maintained in the tech-driven world of enterprise DevOps today. Companies are in the process of enhancing the automation, efficiency, and reliability of their DevOps processes by leveraging the strong AI and ML tools native to the […]
Introduction In today’s fast-paced software landscape, automation isn’t just a luxury—it’s a necessity. Organizations need to ship features faster, scale effortlessly, and ensure rock-solid reliability—all without drowning in operational overhead. The solution? A unified, fully automated CI/CD pipeline that does it all. Many organizations struggle with fragmented automation, leading to inefficiencies and deployment risks. According […]
Introduction Modern applications behave quite differently in production compared to development or testing environments. Outlier requests and accounts, edge cases, configuration changes, security features, and request spikes can make an application behave in unexpected ways. This may lead to poor CPU and memory performance, which can be costly and result in an undesirable end-user experience. […]
Introduction AWS Elastic MapReduce (EMR) is an AWS service for filtering big data using open-source tools such as Apache Spark, Apache Flink, Trino, Hadoop, Hive, Presto, and many more. It provides a platform to run your applications without thinking much about the management of the underlying infrastructure. AWS EMR is a multipurpose, easy-to-use, highly available, […]
