Systems | Development | Analytics | API | Testing

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.

The Role of Test Management in Accelerating Digital Transformation

Strategic test management is the foundation that determines digital transformation success or failure. Recommendation: Implement unified test management early in digital transformation initiatives to ensure sustainable success and competitive advantage. Digital transformation has evolved from a strategic option to a business imperative.

No-Code REST API Integration for Oracle (2025) | DreamFactory Guide

Learn how to easily create a REST API for Oracle, whether on-premise or in the Cloud, with DreamFactory. This enables instant, secure REST API auto-generation, and seamless integration with applications, BI dashboards, and AI pipelines—all without the need for custom coding.

What is an API gateway?

An API Gateway is the professional digital bouncer at the door of your company's digital services. It creates a single entry point to improve security and organization, inspecting every request and routing it to the microservice it needs to reach. It checks IDs (authentication), directs traffic (routing), and provides crowd control (rate limiting) to make sure everything runs smoothly.

Easy Data Sharing for Development Fixes Tutorial with Perforce Delphix

Struggling with slow, cumbersome data sharing between your development and testing teams? This demo reveals how Perforce Delphix transforms your data operations, enabling you to accelerate development fixes and root cause analysis. Learn how to empower your teams with self-service access to secure, virtual databases.

15 Recent Node.js Features that Replace Popular npm Packages

Over the years, Node.js developers have relied on countless npm packages to fill gaps in the platform. From HTTP utilities to file system helpers, the ecosystem has always been one of Node’s greatest strengths. But as Node.js continues to evolve, many features that once required third-party packages are now built into the runtime itself. This shift reduces dependency bloat, improves security, and makes applications easier to maintain.