APAWS

Home
Machine learning
Data
Serverless
Archive
About

Serverless

🐾Aurora Limitless vs Serverless v2🐾
🤓 Have you heard about Amazon Aurora Limitless? How it is different from Aurora Serverless v2 and when to use each of them? Let’s explore the…
2
🐾DynamoDB: how to choose right capacity🐾
🤓 While working with clients, I noticed that many of them tend to use DynamoDB provisioned capacity.
🐾Simple way to configure Step Functions with Terraform🐾
🤓 Have you ever Terraformed Step Functions workflow? I can imagine that if the workflow is more complex and consists of more than 5 components, it is…
🐾Does AWS retire SageMaker Experiments and Model Registry?🐾
🤓 After the launch of MLflow in SageMaker Studio many of us started asking: is it a retirement of SageMaker native functionality for models and…
🐾How to pass parameters in Step Functions workflow🐾
🤓 I often see that StepFunction’s logic of passing parameters between states is hard to understand and many people struggle with that.
🐾DynamoDB: capture new records efficiently🐾
🤓 Let’s imagine that you have files uploaded to S3. You want to write some information about them to DynamoDB on file upload and after that start file…
🐾Most frequently used Lambda anti-patterns🐾
🤓 While designing your event-driven workloads, you should take into account some anti-patterns that can spoil all the joy.
1
🐾Amazon EMR: Team collaboration and resource sharing🐾
🤓 Have you ever had a problem where someone on the team takes all the resources in the EMR cluster meant for the entire team? How to share resources…
🐾SageMaker and beyond: Exploring options for deploying ML models on AWS🐾
🤓Ever found yourself in the labyrinth of model deployment options and wondered, "Why does everyone use SageMaker endpoints for model deployment?" 🤔…
🐾Log like a Pro: The Art of structured logging🐾
❓Are print or logging libraries with plain text output sufficient for your Python applications running in the cloud?
🐾How to write logs from Python Lambda function?🐾
There are several ways to write logs from Python Lambda function to AWS CloudWatch: 1️⃣ print(”Yay, done!”) Print statements are logged to CLoudWatch…
 • 
Anna Pastushko
🐾Developing Lambda - Testing containers🐾
❓Testing can be cumbersome when you have to continuously push images to ECR and deploy your Lambdas. It consumes a significant amount of time. ✅ With…
 • 
Anna Pastushko
© 2025 Anna Pastushko
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great culture