kapynOpen Source

SCLATE: A Substrate for Continual-Learning Agent Training and Evaluation

SCLATE is an execution substrate for continual learning agent training and evaluation. It unifies benchmark schedules and agent side events like memory consolidation and cron jobs through a single open scheduler. The framework features a hybrid simulated clock to streamline complex multi-session agent workflows without custom harness code.

Apple ML Research·Sep 30, 2026

Opening Kapyn…