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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.

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

Patterns for creating high-performance AWS Lambda functions in Python with optimized cold starts and clean architecture.

Aws Skills \n Overview \n AWS development with infrastructure automation and cloud architecture patterns \n When to Use This Skill \n Use this skill when you need to work with aws development with infrastructure automation and cloud architecture patterns. \n Instructions \n This skill provides guidance and patterns for aws development with infrastructure automation and cloud architecture patterns. \n For more information, see the source repository .

This skill provides setup guidance for working with AWS CDK (Cloud Development Kit) projects using Python.

Amazon Bedrock integration for Java 2.x with support for text generation, embeddings, image generation, and streaming responses. \n \n Covers multiple foundation models (Claude, Llama, Titan, Mistral, Cohere, DeepSeek) with unified API patterns for invoking, listing, and managing models \n Includes streaming response handlers for real-time generation, text embeddings for RAG applications, and image generation with Stable Diffusion \n Provides Spring Boot configuration patterns with dependency in

AWS messaging patterns for SQS queues and SNS topics using Java 2.x SDK. \n \n Covers queue creation, message send/receive, FIFO queues, dead letter queues, and long polling with batch operations \n Supports SNS topic publishing, subscriptions (email, SMS, SQS, Lambda endpoints), and message filtering with attributes \n Includes Spring Boot integration examples with service classes, configuration beans, and property-based resource management \n Provides best practices for visibility timeouts, id

Secure secret storage, retrieval, and rotation using AWS SDK for Java 2.x. \n \n Covers core operations: creating, retrieving, updating, and deleting secrets with version management and automatic rotation support \n Includes SecretCache for production performance optimization with configurable TTL and size limits \n Provides Spring Boot integration patterns including bean configuration, service layers, and database credential management \n Supports JSON-structured secrets for complex credentials

Core patterns and configuration for AWS SDK for Java 2.x service clients, authentication, and HTTP management. \n \n Covers client builder patterns, credential provider chains (environment variables, profiles, IAM roles, SSO), and lifecycle management with try-with-resources \n Supports Apache HTTP client for sync operations and Netty for async, with connection pooling, timeout configuration, and SSL optimization \n Includes Spring Boot integration with @ConfigurationProperties , bean definition