Tag
Customer managed keys for SageMaker MLflow arrived on 24 August 2026. They cover MLflow Apps in 16 AWS Regions and no MLflow Tracking Server, which is where most teams still are.
Manu Shukla 
AWS shipped trusted identity propagation for SageMaker notebooks on 19 August 2026. The admin guide names five engines, the user guide two, the flag has three spellings, and pre-23 July 2025 projects are out.
Manu Shukla 
AWS says there is no additional cost to generate a SageMaker inference recommendation. Its own EAGLE documentation shows optimization jobs running on training instances for up to 120 hours across ten nodes.
Manu Shukla 
AWS's June 2026 container caching removes the ECR image pull from SageMaker scale-out. In AWS's own test a GenAI endpoint's cold start fell from 525 to 258 seconds. The benchmarks and when to use it.
Manu Shukla 