This article discusses the evolution of data engineering as it adapts to the growing role of AI agents in 2026. It emphasizes the need for reliability, context, and safety within data platforms, highlighting the shift from human-centric workflows to autonomous systems that require new architectural approaches.

This article outlines a method for training judges for Vision-Language Models (VLMs) without human annotations. The approach uses self-synthesized data in an iterative process to improve judgment accuracy, resulting in notable performance gains on various evaluation benchmarks.

ScreenCoder is an advanced UI-to-code generation system that converts screenshots or design mockups into production-ready HTML/CSS code using a modular multi-agent architecture. It facilitates easy customization and rapid prototyping, bridging the gap between design and development. The project includes a demo, benchmark dataset, and detailed instructions for setup and usage.