An API ecosystem refers to the interconnected network of applications, services, and APIs that collaborate to enable data exchange, functionality, and interactions between various software components. An API connects all the software developments so they can work together. Developers can connect apps that don’t normally work together, allowing for combined strengths and opportunities to close gaps in product capabilities.

Today, WSO2 launched updates to the open source API management platform for building and managing full lifecycle APIs with new releases of its core WSO2 API Manager offering and WSO2 API Platform for Kubernetes (WSO2 APK).

When it comes to building AI models, the process is often oversimplified as “just get a GPU and start building.” While securing access to GPUs can be a challenge, gaining access to GPU clusters is only the beginning of the journey. The real complexity lies in effectively leveraging GPU capabilities to deliver meaningful business impact.

In the fast-moving world of software development, traditional testing methods are frequently inadequate since quality and agility are paramount. Although necessary, manual testing services can be labor-intensive and prone to human error. Organizations are using test automation services more often to assure perfect user experiences and speed product delivery.

Today we are excited to announce the release of a new Cloudera Accelerator for Machine Learning (ML) Projects (AMP) for PDF document analysis, “Document Analysis with Command R and FAISS”, leveraging Cohere’s Command R Large Language Model (LLM), the Cohere Toolkit for retrieval augmented generation (RAG) applications, and Facebook’s AI Similarity Search (FAISS).

Traditional contact centers, often reliant on manual processes, struggle to meet evolving expectations for efficiency, personalization, and quick response times. Intelligent automation and AI solutions are now stepping in, transforming contact centers into strategic assets for long-term growth. Are your contact centers evolving to meet today’s customer expectations?

Managing social media isn’t just about posting content—it’s about measuring what works, improving what doesn’t, and driving real results. But when you’re flooded with likes, shares, comments, and a handful of other metrics, it’s tough to figure out what’s actually working. Social media analytics tools cut through the clutter.

As the open-source maintainers of MLRun, we’re proud to announce the release of MLRun v1.7. MLRun is an open-source AI orchestration tool that accelerates the deployment of gen AI applications, with features such as LLM monitoring, fine-tuning, data management, guardrails and more. We provide ready-made scenarios that can be easily implemented by teams in organizations.

Random numbers are used in many programming scenarios, from game development and simulations to UUID generation. For that, JavaScript provides built-in methods to work with random numbers. In this post, we’ll explore different ways to generate random numbers in JavaScript, from the simple to the advanced. So, let’s begin!

The barrier to entry for building practical generative AI is lower than you think, but you have to follow the right steps.