#aws Development Tutorials & Tips | Roast Dev

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Amazon DocumentDB != Microsoft DocumentDB extension for PostgreSQL

My next post will be about Amazon DocumentDB and how it compares to MongoDB in terms of indexing a flexible schema with multiple keys. There's a lot of confusion today with the "DocumentDB" name becau...

04.05.2025 0 Read More

Debugging S3's Pre-signed URLs with Boto3 and Python - Dealing with Unexpected Region Behavior

Amazon’s Simple Storage Service (S3) is an extremely robust cloud storage solution, and it has a ton of settings and functionality: including the ability to create a “pre-signed” URL that gives ...

28.03.2025 0 Read More

AWS open source newsletter, #208

Edition #208 - March 2025 Welcome to issue #208 of the AWS open source newsletter, the newsletter where we try and provide you the best open source on AWS content. As always, we have more gre...

28.03.2025 0 Read More

Mastering the 3-Tier Web Architecture: A Dev's Guide

Mastering the 3-Tier Web Architecture: A Dev's GuideIn the world of web applications, efficiency, scalability, and security are crucial. One of the most commonly used architectural patterns to achiev...

28.03.2025 0 Read More

AWS Serverless: Intelligent Prompt Routing in Amazon Bedrock – Part 2 (Bedrock, API & Lambda Integration)

In my previous article, I explained Amazon Bedrock's Intelligent Prompt Routing and how it selects the most suitable model based on the prompt. I demonstrated this feature using the Amazon Bedrock Pla...

28.03.2025 0 Read More

Understanding SSH Keys and EC2: A Complete Guide 🔐

Hey there, DevOps friends! 👋 Today, let's dive deep into SSH keys and how they work with EC2 instances. I had some confusion about this topic initially, but after researching and working with it, e...

28.03.2025 0 Read More

MLflow-Powered Generative AI Observability with Amazon Bedrock

Complete AWS-CDK implementation for Integrating Amazon Bedrock with MLflow on ECS FargateThis step-by-step guide demonstrates how to build a generative AI observability platform based on MLflow tracki...

28.03.2025 0 Read More

AWS Security Tools for Your Environment.

Amazon Web Services enables organizations to build and scale applications quickly and securely. However, continuously adding new tools and services introduces new security challenges. According to rep...

28.03.2025 0 Read More

FastAPI to ECS the Smart Way: Load Balanced & Custom Branded

Containers are great. But containers that deploy, scale, and route themselves? That’s chef’s kiss DevOps. This isn't just another guide on ECS. This is how you run a FastAPI backend on AWS Fargat...

28.03.2025 0 Read More

Behind the Cloud - The TRUTH About TeraBox.

Introduction It was late 2024 when a friend shared an invite: “Bro, 1TB of cloud storage for free? Check out Terra Box!” At first glance, it sounded like digital nirvana—no strings atta...

04.05.2025 0 Read More

Amazon DocumentDB != Microsoft DocumentDB extension for PostgreSQL

Debugging S3's Pre-signed URLs with Boto3 and Python - Dealing with Unexpected Region Behavior

AWS open source newsletter, #208

Mastering the 3-Tier Web Architecture: A Dev's Guide

AWS Serverless: Intelligent Prompt Routing in Amazon Bedrock – Part 2 (Bedrock, API & Lambda Integration)

Understanding SSH Keys and EC2: A Complete Guide 🔐

MLflow-Powered Generative AI Observability with Amazon Bedrock

AWS Security Tools for Your Environment.

FastAPI to ECS the Smart Way: Load Balanced & Custom Branded

Behind the Cloud - The TRUTH About TeraBox.

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