Docker

This release introduces significant enhancements to Ray Serve LLM with KV cache and token-aware routing, and Ray Core with task event offloading. It also brings Databricks DeltaLake integration and a new shuffle v2 backend to Ray Data, alongside experimental Ray Sandbox and expanded TPU support across Ray Train and Core.

CrewAI reaches version 1.0.0, introducing enhanced guardrail handling for Agents and credential injection for tools, alongside several stability fixes for Flows and Docker environments.

This release focuses on enhancing Agent event handling and local development triggers, alongside significant internal cleanup including logging improvements and Docker path resolution.