Explore the benefits and challenges of observability in multi-cloud deployments. See how Fluent Bit, a lightweight log collection and distribution tool, can enhance multi-cloud observability by improving cloud neutrality, cutting egress costs, and tackling compliance challenges. By Phil Wilkins ..read more

This article focuses on the increasing adoption of data-driven testing in Java enterprise applications and sheds light on the Data and NoSQL Jakarta specifications. It highlights the significance of modern testing libraries such as JUnit Jupiter and AssertJ and emphasizes the importance of container-based frameworks like Testcontainers in enhancing testing practices. By Otavio Santana ..read more

InfoQ encourages software practitioners and domain experts to submit full-length technical educational articles. By InfoQ ..read more

The InfoQ Trends Reports offer InfoQ readers a comprehensive overview of key topics worthy of attention. The reports also guide the InfoQ editorial team towards cutting-edge technologies in our reporting. In conjunction with the report and trends graph, our accompanying podcast features insightful discussions among the editors digging deeper into some of the trends. By Thomas Betts, Blanca Garcia Gil, Eran Stiller, Daniel Bryant, Rafal Gancarz ..read more

Only doing product-led work can lead to an unmaintainable system with lots of downtime. Unfortunately, getting time to work on the things that would prevent that can be challenging. Engineering roadmaps balance many competing demands, and the people making the decisions aren’t always the closest to the code. There is a need to learn how to speak their language. By Ben Hartshorne ..read more

In this article Diwan shared how the Netflix membership team does distributed systems: the architecture bets, technology choices, and operational semantics that serve the needs of Netflix’s ever-growing member base. By Surabhi Diwan ..read more

Mike Danilov, a senior principal engineer at AWS, presented on AWS Lambda and what is under the hood during QCon San Francisco 2023. This article represents the talk, which will start with an introduction to Lambda itself to outline the key concepts of the service and its fundamentals, which will facilitate a deep dive into the understanding of the system. By Mike Danilov ..read more

This article explores how generative AI affects fraud detection by reducing false positives and dynamically adapting to changing fraud patterns. This combination offers a potent preventive solution when integrated with machine learning. The efficacy and scalability of fraud prevention initiatives are enhanced by this innovative approach. By Neha Narkhede ..read more

Companies are now looking to grow and more effectively manage DevOps with platform engineering and site reliability engineering roles. No one has these roles perfectly carved out right now — there’s just too much to do and not enough people to do it — but knowing where these three disciplines do and don’t overlap will help organizations evolve and take advantage when they are ready. By Narayanan Raghavan ..read more

In this article, we will discuss what problems we had to solve at Twilio to efficiently build a resilient and scalable asynchronous system to handle a complex workflow and the advantages we got from adopting a Workflow Orchestration solution, including abstracting away state management and out-of-the-box support for retries, observability, and audibility. By Sai Pragna Etikyala, Vikranth Etikyala ..read more