# AWS adds AI manifest generation and notebook promotion to SageMaker CI/CD

_Wednesday, September 2, 2026 at 4:00 AM EDT · AI · Latest · Tier 2 — Notable_

AWS has added an agent skill for generating deployment manifests and native notebook promotion to the open-source CI/CD toolkit for Amazon SageMaker Unified Studio. The manifest skill inspects project connections, storage and workflows, then produces a deployment manifest with least-privilege IAM guidance and environment-variable substitutions. Notebook promotion can create notebooks on first deployment and update them later while preserving run history. AWS says both features are available in all regions where SageMaker Unified Studio is offered.

## Sources

- [AWS](https://aws.amazon.com/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/)

---
Canonical: https://techandbusiness.org/newswire/y0Bh6wYoDU_2NLRbLIT2C2
Retrieved: 2026-09-03T02:02:12.786Z
Publisher: Tech & Business (techandbusiness.org)