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AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows.
Port moto's Python test cases for a given AWS service to winterbaume Rust integration tests. Reads moto tests from the moto GitHub repository, translates to aws-sdk-rust + MockAws style, and appends to existing integration_test.rs.
Generate terraform E2E test suites for an AWS service, testing all terraform resource types winterbaume's handlers support via real `terraform apply` against an in-process server.
Manage and inspect AWS CloudFormation stacks, resources, changesets, types, drift detection, and stack sets using the awsclaw VS Code extension CloudFormationTool.
Query and manage CloudWatch log groups, streams, events, run Insights queries, inspect metric filters and subscriptions, and open the interactive log viewer using awsclaw. Find logs from Lambda, API Gateway, Glue, RDS, ECS, Step Functions, and other AWS services.
Manage and inspect AWS API Gateway REST APIs, resources, methods, stages, authorizers, usage plans, and domain names using the awsclaw VS Code extension APIGatewayTool.
Manage and run AWS Step Functions state machines, executions, and activities using the awsclaw VS Code extension StepFuncTool.
Expertly orchestrates serverless workflows using AWS Step Functions, enabling developers to build reliable distributed systems.
Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task, Choice, Map, Parallel, Pass, Wait, Succeed, Fail). Covers ASL syntax, JSONata data transformation and variables, Retry/Catch error handling, service integrations (.sync, waitForTaskToken callbacks), Distributed Map for large-scale S3/CSV processing, saga/compensation patterns, Standard vs Express workflow choice, TestState API unit testing, and migrat
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best
Design, build, run, and test Restate durable services, virtual objects, workflows, and AI agents across TypeScript, Python, Java, and Go. This skill should be used when the user mentions "restate", "durable execution", "virtual object", "restate service", "restate workflow", "durable agent", "durable coroutines" or wants to build resilient backend services, AI agents, or workflows with automatic failure recovery. Also use when converting existing applications or migrating from workflow orchestra
AWS Step Functions workflow orchestration with state machines. Use when designing workflows, implementing error handling, configuring parallel execution, integrating with AWS services, or debugging executions.
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