Systems | Development | Analytics | API | Testing

As we step into the new year, it’s the perfect time to reflect on the exciting advancements Confluent made in 2024. Our Q4 launch wrapped up the year with a host of powerful features paving the way for even more innovation in 2025. This launch is all about delivering private networking and enhanced security across the data streaming platform.

Generative AI has rapidly transformed industries by enabling advanced automation, personalized experiences and groundbreaking innovations. However, implementing these powerful tools requires a production-first approach. This will maximize business value while mitigating risks. This guide outlines six best practices to ensure your generative AI initiatives are effective: valuable, scalable, compliant and future-proof.

Welcome to 2025! We are now officially a quarter of the way through the 21st century – and isn’t that a crazy thing to wrap your head around? We’ve survived a lot in the last 25 years. The early 2000s saw the dotcom bubble, the Enron scandal, and passage of the SOX Act. By 2010 the world was deep in the Great Recession and working hard on recovery. More recently we suffered the Covid-19 pandemic and subsequent market instability.

As we move into 2025, software testing is not just about identifying defects. Organizations strive for scalability, efficiency, UX, and security to meet modern software engineering practices. The software testing world is transforming at its peak, initiated by innovations, advanced technologies like Artificial intelligence, and higher business expectations.

We’re excited to announce that BugSnag is now officially SmartBear Insight Hub. This evolution reflects the broadening of our capabilities beyond error monitoring to encompass full-stack observability with real-user monitoring, backend performance monitoring, and distributed tracing.

Part 1 of a 3-part series IT teams are increasingly tasked with supporting the unprecedented growth in data across their organizations. Businesses are constantly seeking innovative solutions to manage their growing data needs efficiently and cost-effectively. Software-defined storage (SDS) is seen as a game-changer and competitive edge for many teams, offering unprecedented flexibility and scalability. Consider this: How many great ideas have been put on hold because your storage couldn't keep up?

In light of the recent deprecation of MongoDB Atlas Device Sync (ADS), developers are seeking alternative solutions to synchronize on-device data with cloud databases. Ably LiveSync offers a potential alternative and can replace some of ADS’s functionality, enabling realtime synchronization of database changes to devices at scale.

Debugging is a vital part of software development, ensuring that code behaves as intended, identifying errors early, and preventing small fixes from escalating into larger problems. Developers risk releasing unreliable, inefficient, or even unusable code without proper debugging techniques. This tutorial covers the fundamentals of Python’s assert statement, practical ways to use assertions for testing and debugging, and best practices for using assertions effectively while avoiding common pitfalls.

Modern data systems demand flexibility, tool interoperability, and strong data integrity. Legacy formats often create barriers with rigid schemas, inefficient partitioning, and weak transactional guarantees. Apache Iceberg overcomes these limitations with a modular design that decouples metadata from data storage, enabling smooth-schema changes, efficient query pruning, and ACID compliance across engines. This article explores Iceberg’s technical foundations.

Boomi, previously known as Dell Boomi, is a well-known software provider for enterprise integration. It manages all the information and data that needs to flow between different companies, systems, and applications. Boomi products are designed to offer the best possible performance with the lowest possible latency. However, not everyone can afford or has room in their budget for this particular product.