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An open source Model Context Protocol (MCP) server and command-line tool that helps your AI coding assistants quickly create baseline IAM policies that you can refine as your application evolves, so you can build faster. IAM Policy Autopilot analyzes your application code locally to generate identity-based policies for application roles, enabling faster IAM policy creation and reducing access trou
Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS. Agent plugins are currently supported by Claude Code and Cursor. AI coding agents are increasingly used in software development, helping developers write, review, and deploy code more efficiently. Agent skills and the broader agent plugin packaging model are emerging as best practices fo
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The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need. — Model Context Protocol README An MCP Server is a lightweight program
Feedback & Feature request The SaaS Builder Toolkit for AWS (SBT) is an open-source developer toolkit to implement SaaS best practices and increase developer velocity. SBT should be considered sample code and, as such, you should ensure that proper security concerns such as authorization and other security is implemented per your organziation's standards before you deploy this into production envi
LLRT (Low Latency Runtime) is a lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications. LLRT offers up to over 10x faster startup and up to 2x overall lower cost compared to other JavaScript runtimes running on AWS Lambda It's built in Rust, utilizing QuickJS as JavaScript engine, ensuring efficient memory usage and swift startup.
Mountpoint for Amazon S3 is a simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system. With Mountpoint for Amazon S3, your applications can access objects stored in Amazon S3 through file operations like open and read. Mountpoint for Amazon S3 automatically translates these operations into S3 object API calls, giving your applications access to the elastic stora
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Imagine a hypothetical e-commerce company who's architecture uses: Payment processing in a secure VPC with transaction records stored in HBase on EMR Redis is used to store active orders so that the processing engine can get fast access to them. DocumentDB (e.g. a mongodb compatible store) for Customer account data like email address, shipping addresses, etc.. Their e-commerce site using auto-scal
⚠️ Maintenance Mode: The AWS AppSync Apollo links (V3 and V4) are in Maintenance Mode. This means we will continue to include updates to ensure compatibility with backend services and security. No new features will be introduced. AWS AppSync is a fully managed service that makes it easy to develop GraphQL APIs by handling the heavy lifting of securely connecting to data sources like AWS DynamoDB,
Out of the box, DynamoDB provides two of the four ACID properties: Consistency and Durability. Within a single item, you also get Atomicity and Isolation, but when your application needs to involve multiple items you lose those properties. Sometimes that's good enough, but many applications, especially distributed applications, would appreciate some of that Atomicity and Isolation as well. Fortuna
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