serverless-patterns
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serverless-patterns
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Generative (A)IaC in the IDE with Application Composer
You may be aware of Serverlessland, a treasure trove of developer-centered content and examples of serverless applications. I decided to take one of their more popular (and AI-focused) tutorials, titled โUse GenAI capabilities to build a chatbotโ, and recreate it with App Composer and our trusty AI assistant. Here we go!
- AWS Lambda: Serverless Computing Made Easy
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Simple AWS: 20 Advanced Tips for Lambda
Serverless Land is a place with a ton of serverless resources.
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A Beginner's Guide to the Serverless Application Model (SAM)
If you're looking for examples, you can check out my GitHub, it's full of SAM templates that cover a wide range of use cases. Serverless Land is another fantastic resource full of reference material. If you are trying to build something but can't quite figure it out in SAM, remember - it's all just CloudFormation. Browse the docs to see how to define that stubborn resource.
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Introducing samp-cli for local lambda debugging
I will use dynamodb-streams-to-eventbridge-outbox-pattern by David Boyne as an example.
- Aws lambda
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SQS -> SNS pattern??
This is definitely not the most common pattern. As an independent data point, you can look at the AWS-maintained serverlessland.com, where ALL the patterns that include SNS and SQS are going SNS > SQS.
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What are your study methods for AWS certs?
For all my associated exams I used Mareek/TD, labs and for SAP also went through SAP course of A. Cantrill, also tools like https://serverlessland.com/ and aws event talks on YouTube can help you understand concepts.
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AWS Resources for noob
For serverless, serverlessland.com
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What are some senior level learning resources you recommend for improving as a backend engineer?
If youโre using AWS serverlessland is maintained by AWS and has great resources
serverless-graphql
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Testing AWS Lambda Functions (Serverless Framework) with OpenTelemetry and Tracetest
Since then, the ecosystem has changed. Using the Serverless Framework makes deployment simpler. We released the managed Tracetest App making any serverless-based systems simpler to instrument and test. You can now test public-facing apps with no infra overhead!
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The 2024 Web Hosting Report
We see some great results from using these in conjunction with frameworks such as SST or Serverless, and also some real spaghetti from people who organically proliferate 100โs of functions over time and lose track of how they relate to each other or how to update them safely across time and service. Buyer beware!
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Deploy app to AWS by using Serverless Framework
When we think about AWS serverless service, the first thing that comes to our mind is Lambda function. Yes, the quickest way to deploy this backend Express JS app to AWS is to deploy it as a Lambda function. The easiest way is using Serverless Framework.
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Lambda Scheduling & Event Filtering with EventBridge using Serverless Framework
Serverless Framework: https://www.serverless.com/
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The Top 10 GitHub Repositories Making Waves ๐๐
Github | Website
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Instrumenting AWS Lambda functions with OpenTelemetry SDKs
In this example, we're using the serverless framework to quickly set up the Lambda function along with an API gateway for the entry point. The lambda function is a simple Koa REST API with a few functional endpoints.
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A Beginner's Guide to the Serverless Application Model (SAM)
Naturally, there are several options available to declare your cloud resources. The options with the most popularity are the CDK, AWS CloudFormation, SST, Serverless framework, Terraform, and AWS SAM. There are others, but when talking about Infrastructure as Code (IaC), these are the ones you hear about most often.
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๐ฅ The Best Serverless Framework in 2023: A Data-Driven Showdown for AWS Projects
1 - Serverless + AWS CDK + Lift: An integration that amps up the traditional Serverless Framework with Lift's static frontend construct and CDK's robust infra definition.
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Serverless Semantic Search, Free tier only
It's a bit easier in Python if you use tools like https://www.serverless.com/. I'm not sure if Rust has something similar yet.
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Trace-based Testing AWS Lambda with Tracetest, ECS Fargate, and Terraform
Serverless
What are some alternatives?
sst - Build modern full-stack applications on AWS
LocalStack - ๐ป A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
serverless-offline - Emulate AWS ฮป and API Gateway locally when developing your Serverless project
Serverless-Boilerplate-Express-TypeScript - ๐๐๐ Boilerplate and Starter for Serverless framework, ExpressJS, TypeScript, Prisma and MongoDB โก๏ธ Made with developer experience first: Serverless framework + Live reload + Offline support + ExpressJS + TypeScript + ESLint + Prettier + Husky + Commitlint + Lint-Staged + Jest + Dotenv + esbuild + VSCode
up - Deploy infinitely scalable serverless apps, apis, and sites in seconds to AWS.
copilot-cli - The AWS Copilot CLI is a tool for developers to build, release and operate production ready containerized applications on AWS App Runner or Amazon ECS on AWS Fargate.
aws-lambda-runtime-interface-emulator
terraform - Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.
serverless-application-model - The AWS Serverless Application Model (AWS SAM) transform is a AWS CloudFormation macro that transforms SAM templates into CloudFormation templates.
electrodb - A DynamoDB library to ease the use of modeling complex hierarchical relationships and implementing a Single Table Design while keeping your query code readable.
bref - Serverless PHP on AWS Lambda
chalice - Python Serverless Microframework for AWS