In fast-moving AI applications, prompt iteration is critical—but constantly rebuilding and deploying your app just to tweak prompts can be a major bottleneck. This post introduces a scalable pattern for separating prompts from code using AWS Paramete...
In the first part of this blog series, we learned how to create infrastructure as code in Terraform. Now that we have defined the infrastructure in Terraform, we will attempt to automate its deployment through a CI platform. While numerous CI platfor...
What is GitOps? GitOps is an operational framework that puts Git version control at the center of your operations and software. This means every change you want to make to your code or your infrastructure results in a change being pushed to your vers...
Bash is a very popular shell, especially in Linux environments. Having a good knowledge of bash can get you far in terms of getting things done. Especially if you are a System Admin or a DevOps engineer or anyone who likes working with command line/t...
It has been some time since GitHub released its command line tool. For someone who spends a ton of their time creating PRs, reviewing them, and merging PRs. If you are someone like me who prefers command line tools over GUI then this is a great tool ...
Why do we need multiple accounts in AWS? A multi-account strategy in AWS offers many benefits regarding security and isolation. Some of the key benefits are: Isolation of resources: By deploying resources in separate accounts, you can achieve complet...
Boto3 is the official AWS SDK for Python. The official documentation for boto3 can be found at https://boto3.amazonaws.com . In this blog, we will discuss how to implement error handling in boto3. https://boto3.amazonaws.com/v1/documentation/api/lat...
Overview If you are working in cloud and that too specifically in AWS you will be familiar with the AWS Commandline Interface . It is quite powerful and very useful to quickly accomplish something and also script it at the same time. It can return re...
This post walks you through the process of deploying GPU nodes groups( worker nodes ) in an existing EKS cluster that has been created using ekctl . Normally, you would like to fire up GPU instance only on demand to save on costs. Prerequisites Ma...