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DynamoDB is a fully managed NoSQL database designed for single-digit millisecond performance at any scale. Master single-table design and access pattern modeling.

You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.

Comprehensive guide to running ML workloads across clouds with automatic cost optimization using SkyPilot.

Create Elastic Cloud Serverless projects using the Serverless REST API. Use the cloud-manage-project skill for day-2 operations like listing, updating, or deleting projects.

This skill provides comprehensive guidance for AWS cost optimization, monitoring, observability, and operational excellence with integrated MCP servers.

Build scalable infrastructure as code with Terraform, managing AWS, Azure, GCP, and on-premise resources through declarative configuration, remote state, and automated provisioning.

Google Cloud Run enables deployment of containerized applications at scale without managing infrastructure. Run stateless HTTP containers with automatic scaling from zero to thousands of instances, paying only for compute time consumed.

Amazon S3 provides secure, durable, and highly scalable object storage. Manage buckets with encryption, versioning, access controls, lifecycle policies, and cross-region replication for reliable data storage and retrieval.

Patterns for deploying PHP and Symfony applications on AWS Lambda using the Bref framework.

Patterns for creating high-performance AWS Lambda functions in Java with optimized cold starts.