Docker has integrated AI agent orchestration into its Compose tool, now supporting frameworks like LangGraph and CrewAI with deployment to Google Cloud Run. Alongside, it launched Docker Offload, a GPU-backed service for running AI builds in temporary cloud environments. Developers can now combine local and remote workflows using Nvidia L4 GPUs. While powerful, concerns remain over agent security and latency outside the US East region where Offload currently runs.
