LLM News

Anthropic has added scheduled task functionality to Claude Code Desktop, allowing users to set up recurring automation that runs in the background. The feature enables Claude to perform routine developer operations like checking error logs and creating pull requests for fixable bugs at specified intervals.

Researchers have released xLLM, an open-source Large Language Model inference framework designed for enterprise-scale serving. The framework claims to achieve up to 2.2x higher throughput than vLLM-Ascend when serving Qwen-series models under identical latency constraints, using a novel decoupled architecture that separates service scheduling from engine optimization.