kapynResearch

Weblica: Scalable and Reproducible Training Environments for Visual Web Agents

Weblica is a new framework for scalable, reproducible visual web agent training. It addresses the challenge of web diversity with HTTP-level caching and LLM-based environment synthesis, enabling more robust agent development. This framework allows for the capture and replay of stable visual states while preserving interactive behavior for training.

Apple ML Research·Jul 7, 2026

Opening Kapyn…