Building agentic workflows with SageMaker AI and Bedrock AgentCore
Amazon Web Services 2 months ago 25 ● 2 sources
Bedrock AgentCore was used to run a multi-agent workflow that routes requests between Amazon Bedrock models and an OpenAI-compatible Qwen 3.5 9B endpoint hosted on Amazon SageMaker AI. The Qwen 3.5 9B model was deployed on an ml.g6e.2xlarge instance running vLLM 0.22.1-gpu-py312-cu130. Token-level observability changed by adding a custom OpenTelemetry gen_ai.chat span and enabling vLLM streaming usage reporting (include_usage) so SageMaker token counts become visible in traces.