When a Step Functions fan-out unleashes thousands of Lambdas, cost spikes, latency cliffs, and tracing gaps follow. By streaming telemetry into a SageMaker-hosted graph neural network, you can pinpoint hot branches in real time and let AI auto-tune chunk sizes to keep SLOs and budgets safe.
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