Blog
AWS Blog2026Defects that clear the compiler, the static analyzer and a code review still surface during vehicle integration testing, the most expensive place to find them. We built a multi-agent detector on Amazon Bedrock AgentCore that returned 30+ net-new high-priority findings in a single scan.
AWS Blog2026We paired a fine-tuned Qwen3-32B with Claude Sonnet orchestration over Amazon Bedrock, SageMaker, and MCP to build a multi-model coding assistant. Fine-tuning on 7,000 annotated functions cut C++ architecture compliance violations to 0.02 against generic models.
AWS Blog2025AUMOVIO's vSDV Composer pairs virtual ECUs with an Amazon Bedrock engineering assistant trained on 20+ years of automotive source code. We surface compliance violations earlier in development, with a reported 50%+ acceleration in delivery.