Title
AWS re:Invent 2023 - Advanced serverless workflow patterns and best practices (API401)
Summary
- Ben Smith, an AWS advocate, discusses serverless workflow patterns and best practices.
- Focuses on AWS Step Functions, including standard and express workflows.
- Emphasizes cost reduction strategies for serverless applications using Step Functions.
- Highlights the importance of extensibility and the ability to easily extend applications.
- Demonstrates patterns for failure management, high scalability, and simplification of complex workflows.
- Discusses the pyramid of managed services, with serverless services like Lambda, AppRunner, Step Functions, and API Gateway at the top.
- Explains how Step Functions orchestrate AWS services and provide a visual workflow.
- Introduces the Amazon States Language (ASL) for defining workflows and integrating with infrastructure as code.
- Compares building serverless applications with and without Step Functions, showcasing the simplicity and efficiency of using Step Functions.
- Presents patterns like REST CRUD API with API Gateway and Step Functions, and the use of Step Functions for cost-effective and scalable solutions.
- Introduces new features like intrinsic functions for data manipulation without Lambda, distributed map state for parallel processing, and the ability to test individual tasks.
- Announces new launches, including the HTTP state, test API, and integration of Workflow Studio in IDE through App Composer.
Insights
- Step Functions are a central piece of AWS's serverless offerings, providing a way to manage and visualize workflows.
- The express workflow mode is a cost-effective option for workloads that complete within five minutes, while standard workflows are necessary for longer or exactly-once execution requirements.
- The use of intrinsic functions can reduce the reliance on Lambda functions for simple data transformations, leading to cost savings and less code management.
- The distributed map state feature allows for high levels of parallelism, enabling the processing of thousands of items simultaneously.
- The new HTTP state and test API features enhance Step Functions' capabilities, allowing for direct API calls from workflows and the ability to test tasks individually.
- The integration of Workflow Studio in IDEs through App Composer suggests a move towards a more developer-friendly serverless environment, where workflows can be managed directly from the development environment.
- The session emphasizes the importance of understanding and utilizing the full range of Step Functions features to build efficient, scalable, and cost-effective serverless applications.