Systems | Development | Analytics | API | Testing

Introducing AI-Powered Test Case & Test Model Generation in Xray

We’re excited to introduce two powerful new capabilities in Xray: AI Test Case Generation and AI Test Model Generation for Xray Enterprise, powered by Sembi IQ — Sembi’s AI platform built to help QA, development, and security teams deliver better software, faster. With these new features, Xray brings intelligence directly into the testing process, making it faster to design tests, easier to ensure coverage, more secure by design, and always guided by human expertise.

Snowflake: The Platform For The AI Era

The age of AI has arrived, bringing unprecedented opportunities and complex new challenges. The Snowflake AI Data Cloud is the unified platform and connected ecosystem built for this new era of innovation. Our platform empowers organizations to break down silos, activate their data and build powerful AI applications with speed and trust. Join us and discover why Snowflake is the place where data does more.

Break the Boundaries Between Product and UX with Embedded Intelligence

For years, product teams from software companies have faced the same uphill battle: deliver analytics that hopefully fulfill their customers’ expectations while keeping their own roadmaps on track. Too often, the result is static dashboards tacked onto an application—uninspiring, difficult to maintain, and disconnected from user workflows. Meanwhile, customer expectations have evolved. They want analytics that feels alive, intelligent, and seamlessly part of the products they use every day.

Inside AI Engineer Paris 2025 Part 1 - 5 Highlights That Shaped the Stage

At Koyeb, we run a serverless platform for deploying production-grade applications on high-performance infrastructure—GPUs, CPUs, and accelerators. You push code or containers; we handle everything from build to global deployment, running workloads in secure, lightweight virtual machines on bare-metal servers around the world.

Ep 42 | AI as a New Class of Risk with Ojas Rege

AI as a New Class of Risk with Ojas Rege. AI is changing the way businesses operate. But without trust, governance, and accountability, progress stalls. Ojas Rege, SVP & GM, Privacy & Data Governance at OneTrust joins The AI Forecast to explore how organizations can balance innovation with responsibility. He and host Paul Muller unpack why AI represents a “new class of risk,” what it means to design privacy and governance into systems from the very beginning, and how curiosity and context fuel better decision-making with data.

How to Best Plan Usage-Based Pricing For AI Agents

The rise of AI agents has reshaped software economics; businesses have been increasingly adopting them for efficiency, scale, and delivering values faster. However, pricing them has remained a hard problem. By the established norms, you would tie cost to headcount or access, but that doesn’t fit; traditional methods misalign with how agents deliver value. And newer approaches often create more confusion than clarity.

Monetizing Content Through API for LLM Training

To monetize digital content, we have used means like ad networks, affiliate links, and paywalls. However, with the fast and widespread adoption of AI, demand for high-quality data has increased. To make sure Large Language Models (LLMs) models deliver value and accurate results, a wide spectrum of content is often scraped and trained on without permission or compensation. This includes blogs, product and technical docs, forums, and research papers.