Systems | Development | Analytics | API | Testing

Digital Twins Gone Wild: My Unexpected AI Doppelgänger

I recently tried using AI to create a digital twin of myself. I uploaded a photo, expecting a futuristic, slightly improved version of me… and what did I get in return? A picture of Kim Jong Un. Clearly, AI has a sense of humor—or a very different definition of “twin.” Forget Arnold Schwarzenegger and Danny DeVito.

QA Test Scenarios: Definition, Examples & Free Excel Template

Most QA teams build and run test cases every sprint. But without a shared structure, tests get reactive, repetitive, or incomplete—leading to missed edge cases, duplicated effort, and late-cycle surprises. That’s where QA Test Scenarios come in. A test scenario maps out what you’re testing at a business flow level before you dive into writing test cases. It gives your team a clear, reusable view of what matters—so you test smarter, not just more.

Konnect Wins InfoWorld's 2025 Technology of the Year for API Management

We’re thrilled to share that Kong Konnect, our unified API and AI platform, has been named a winner of Foundry Co.'s InfoWorld Technology of the Year Awards 2025 in the API Management category. InfoWorld’s annual awards recognize the most innovative software development, DevOps, cloud, data management, and AI/ML products on the information technology landscape.

From Zero to API in 10 Minutes | DreamFactory

A hands-on tutorial that takes you from nothing to a working REST API. No prior API experience required. By the end of this tutorial, you'll have a working REST API with multiple endpoints. You'll understand HTTP methods (GET, POST, PUT, DELETE) and know how to test your API. You'll also see why teams often choose auto-generation over hand-coding for production APIs. Prerequisites: Node.js installed (v18+), a code editor, and basic terminal familiarity.

How to See all the Companies who saw your Content on LinkedIn with Databox | Data Snacks

Want to see more than 25 companies in your LinkedIn Ads report? In this tutorial, Jason Spooner, Founder of Jars Digital, shares how he uses Databox to unlock the full picture of company-level performance from LinkedIn campaigns. He walks through how to create a custom metric that reveals the real exposure of your campaign, including clicks that fall below LinkedIn's reporting minimum. Perfect for marketers and agencies who want better insight, smarter exclusions, and tighter alignment between ad performance and pipeline results.

Modernizing Oracle testing: 2 organizations, 2 approaches

When Oracle updates hit, many IT teams brace for impact. Backlogs swell, manual checks slow releases, and a patch that should take hours can stretch into days. For enterprise teams running Oracle at scale, outdated testing tools can be inefficient, costly, and difficult to manage. At Oracle AI World, two global organizations shared the stories of how they moved past those bottlenecks.

Best of 2025: Everything You Missed in 15 Minutes | Life Is But A Stream

In 2025, real-time data moved from important to mission-critical. From billion-event pipelines to AI agents reasoning over fresh data streams, the conversations this year revealed just how fast organizations are rethinking their data infrastructure and what’s possible when data streaming becomes the foundation.

Inside Life Is But A Stream: A Year in Review (Real-Time Data and AI) | Confluent Podcast

Technology leaders share how they process streaming events end-to-end in sub-second latency, secure sensitive data through immutable and governed pipelines, power secured real-time systems in regulated environments, and enable multi-agent AI systems built on fresh, continuously streaming data.