Accelerating development feedback loops with AWS CDK hotswap deployments for Amazon ECS
Containers Blog
This article discusses accelerating development feedback loops at Culture Amp by using AWS CDK hotswap deployments for Amazon ECS. The key points are:
Specifically, the article covers:
- The importance of efficient developer feedback loops for productivity
- How hotswap deployments in AWS CDK can skip CloudFormation and directly update ECS services for faster deployments
- Measuring the potential time savings from hotswap deployments by analyzing CloudFormation change set creation and deployment times
- Implementing hotswap deployments in CI/CD pipelines using environment variables
- Early results at Culture Amp showing 30-40% faster deployment times with hotswaps
- Potential productivity gains from saving 40-60 hours per week on deployments
- Next steps to pilot hotswap deployments more widely while understanding failure scenarios
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