Systems | Development | Analytics | API | Testing

Future Trends in Distributed Tracing for Microservices

Distributed tracing is essential for managing the complexity of modern microservices. It provides visibility into how requests flow through interconnected systems, helping to identify bottlenecks, errors, and latency issues. As microservices adoption grows - 61% of enterprises already use them - tools like OpenTelemetry, Dynatrace, and DreamFactory are shaping the future of observability. Each offers unique solutions for monitoring and troubleshooting distributed systems.

Is Ambient Mesh the Future of Service Mesh?

The word on the street is that Ambient Mesh is the obvious evolution of service mesh technology — leaner, simpler, and less resource-intensive. But while Ambient Mesh is an exciting development, the reality is more nuanced. It is more than likely that a sidecar-based mesh is still a better fit for your workload and organization.

Xcode 26 is coming with major stack updates

During an exciting WWDC25, Apple announced it would skip some numbers and align all OS and software versions to 26. Summer has just arrived, but we’re already keeping our eyes on Apple's usual keynote event in September. The Bitrise team is gearing up for the stable Xcode 26 stack release. We're passionate about providing you with the latest and greatest, and this new Xcode release is no exception. However, we also want to give you a heads-up about what this means for our platform and for our users.

Using Machine Learning to Optimize Content Display Rules

When and how content is presented where content is displayed is no longer a rules-based logical solution set in stone by developers. As more digital experiences become personalized and data-driven, companies turn to machine learning (ML) to assess on the fly the optimal solution for content presentation. Thus, with an understanding of user patterns and situational analytics, content can be delivered~at any point in time~in a more effective manner across all channels for better engagement, relevance, and efficiency.

DreamFactory Earns "Awardable" Status on DoD Tradewinds Solutions Marketplace

Thrilled to share that DreamFactory’s pitch video has been officially deemed Awardable by the Department of Defense’s Tradewinds Solutions Marketplace! It’s an honor to stand out in a competitive field for our innovation, scalability, and potential impact on DoD missions. Government customers, please check out our five-minute overview on Tradewinds: tradewindAI.com.

Kong Konnect: Introducing HashiCorp Vault Support for LLMs

If you're a builder, you likely keep sending your LLM credentials on every request from your agents and applications. But if you operate in an enterprise environment, you'll want to store your credentials in a secure third-party like HashiCorp Vault or IDP provider and have the infrastructure inject the credentials for you dynamically.

How to Test Your Mainframe With Open Source Tools

In the past, mainframe users have been limited to expensive legacy tools, but today, it's possible to embrace agility, and security with integrating open source tools into the mainframe.Watch this how to video to see how mainframe users can also get on board to achieve superior test coverage, by testing more often, and throughout the whole development cycle.

Develop Locally, Test Remotely: Choreo's 'Teleport' for Dependencies

When building complex, interdependent projects, local testing and debugging often become challenging. This is a common situation for most internal developer platforms and large-scale deployments. Replicating a deployed environment locally is inherently complex, especially when the code depends on external services or specific platform integrations.

WSO2 Healthcare: Achieving G10 Certification with Ease

The push for digital health innovation and patient-centered care has driven major updates to the ONC Health IT Certification Program. One of the most impactful updates is G10 certification (G10), a requirement that ensures health IT systems offer standardized, secure, and interoperable APIs based on FHIR and SMART on FHIR specifications. G10 is a critical compliance requirement under the 21st Century Cures Act Final Rule, issued by the Office of the National Coordinator for Health IT (ONC).