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LaunchAWS What's New (AI)27 October 2026

Amazon's AI development tools now make it easier to find and fix errors

Why it matters

Teams building AI applications on SageMaker get easier debugging of agent behaviour through customisable trace views, with no new tooling to adopt.

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Are our engineers using SageMaker's new trace explorer to debug AI assistants, or still digging through logs by hand?

What happened

Amazon SageMaker AI's MLflow Apps now run MLflow 3.16, with a redesigned trace explorer as the default and faster metric charts for experiments with long histories. New MLflow Apps start on 3.16 by default.

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