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Lambda

Secure SageMaker Studio + ML Pipelines on AWS with CDK
·1430 words·7 mins
Deep‑dive build: secure VPC‑only Studio, S3/KMS, endpoints, IAM, and a flexible custom resource that manages SageMaker Pipelines via the SDK — with deploy steps, infra costs, and troubleshooting.
Deploying AWS CDK Lambda with Docker & GitLab CI
·963 words·5 mins
Learn how to deploy AWS CDK Lambda functions using Docker-in-Docker inside GitLab CI. Covers setup, authentication with OpenID Connect, and handling Python dependencies with Poetry.