As software systems grow more complex, ensuring reliable performance and delivering a seamless user experience becomes increasingly challenging. Product teams need the ability to track and analyze system behavior in real-time, allowing them to address issues before they affect users. Product observability offers a proactive approach, enabling teams to gather data, monitor system health, and make informed decisions based on a complete view of both infrastructure and user interactions.

DreamFactory specialises in REST API generation for any number of database types however an underrepresented benefit is the ability to mount and manage any third party API via a HTTP service connector. This gives you the ability to generate documentation and secure an existing API as if it were created natively within DreamFactory.

Learn how to accelerate and ensure impactful AI initiatives by leading with optimal data strategies.

As one of the most widely used libraries in the Python ecosystem, pandas helps developers analyze, load and transform data across data science, data engineering and machine learning. The flexibility and ease of use of the pandas API have driven rapid growth in popularity, with pandas being used by one in every five developers, according to the StackOverflow 2024 Developer Survey.

From sourcing raw materials to delivering finished goods, the pharmaceutical supply chain involves many complex steps, each of which must be carefully managed to maintain product safety and compliance with strict regulations. Improving logistics processes helps ensure speed and quality across the supply chain, leading to better outcomes for both the industry and patients alike.

The upcoming PHP 8.4 release will include the brand-new feature “property hooks”, a mechanism to add logic to a class property when read from or written to. One benefit of this feature is that you do not need to protect property access with a private property and public getter/setter methods anymore. You can find out how this feature works in the RFC and other places, but in the spirit of this blog we want to focus solely on the performance implications.

When developers build applications, they need to think about how they will connect their products to data sources. Direct database access vs. REST APIs: which should you pick? Both currently stand out as two of the most popular options. Let’s explore the pros and cons of each so you can determine whether API-led connectivity serves your needs.

Overcoming issues related to Java Heap Space while building Android projects can be quite challenging and frustrating. Understanding the concept of heap memory in Java is crucial, as well as being aware of the available solutions. This article will provide a brief explanation of the reasons behind the occurrence of the Java Heap Space issue and present Codemagic’s recommended solutions for addressing it.

In the software testing life cycle, integration testing represents a pivotal phase in which each integration point is tested in the system. After thoroughly testing each unit and component individually, the next stage focuses on validating how these elements interact and integrate as a cohesive system. This phase, known as integration testing, ensures that all components work together and meet the overall system requirements.

Welcome to our second launch week! After the success of our very first Launch Week in June, we’re back with another batch of announcements! Last Launch Week, we released: We had a blast rolling out so many new features and announcements at once, we decided we wanted to do it again! So here we are, gearing up for our second launch week in 3 months. If you follow our changelog updates on the Koyeb Community, you’ve seen what we’ve been working on and delivering since then.