Deep Dive Into Cloud & AI

Articles covering a variety of topics from experts working in the field. No AI generated slop, here.

Kimberly Lu

Board game enthusiast who enables fun escapades for my cat Charlie. Foodie who loves to cook and bake. Enjoys 3D printing. A jokester.

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October 3, 2025

Batch Processing with Step Functions Map States - Part 1

By leveraging Step Functions, we can focus on solving the problem at hand while benefiting from its ability to scale efficiently and handle batch processing with minimal overhead. Allowing us to streamline our workflow with no unnecessary complexity.

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November 21, 2024

How to Simplify Remote Database Access with AWS Session Manager

Learn to connect to an RDS database from your local machine using your preferred database client through AWS Session Manager.

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August 2, 2024

Scaling Amazon API Gateway Private Integrations

In this part, we will explore some common API Gateway private integration patterns and how to scale them for multiple microservices for both REST APIs and HTTP APIs.

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July 31, 2024

HTTP API Private Integrations

Dive further into why API Gateway’s tooling for HTTP APIs is different from the tooling for REST APIs and how this difference makes it possible for HTTP APIs to be privately connected to VPC resources without depending on AWS Privatelink.

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July 5, 2024

EDA Best Practice: Idempotent APIs

Idempotent APIs or Application Programming Interface means that a request can be resent, retried or reprocessed multiple times without additional side effects. Which is critical when developing APIs.

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July 5, 2024

EDA: Benefits and Pitfalls

EDA: Part 3. The main reason to use an Event Driven Architecture is to separate executions for loosely coupled pieces.

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June 7, 2024

EDA: Enterprise Integration Patterns

Multiples patterns exists, multiple patterns are possible. Theses patterns aren’t mutually exclusive, they are often used together in the same stack.

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May 13, 2024

Event Driven Architecture: Overview and Intro

In this blog post, we will go through some basic concepts about EDA before we dive deeper into the abyss.

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January 29, 2024

How to Build a Locally Hosted Chatbot with Amazon Bedrock, LangChain, and Streamlit

Walk through how to set up your local development environment so you can run the code on your machine, how to grant permissions to invoke Bedrock models from your local app, and a code walkthrough to help understand the basics of the technology stack

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December 29, 2023

Serverless Cost Insights - Part 2: Expert Tips to Maximize Serverless Cost Savings

Welcome back to the second installment of our deep dive into serverless computing and its financial implications. In Part 2, we will put theory into practice.

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Kimberly Lu

Board game enthusiast who enables fun escapades for my cat Charlie. Foodie who loves to cook and bake. Enjoys 3D printing. A jokester.

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