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December 18, 2025

Building Scalable Systems with AWS SAM

A deep dive into serverless architecture, why I moved away from Argo CD, and how to optimize for cost and performance.

Introduction

Serverless architecture has changed the way we build and deploy applications. In this post, I want to share why I’m doubling down on AWS SAM (Serverless Application Model) and how it simplifies infrastructure management compare to traditional Kubernetes setups.

Why Serverless?

  1. Cost Efficiency: Pay only for what you use.
  2. Scalability: Automatically handles traffic spikes.
  3. Maintenance: No servers to patch or manage.

SEO Matters

This post is optimized for SEO! Notice the seoTitle and description in the frontmatter?

  • Title: Building Scalable Systems with AWS SAM (What users see on the page)
  • SEO Title: How to Build Scalable Systems using AWS SAM & Lambda (What Google sees)

This allows me to target specific keywords like “Lambda” and “Scalable Systems” without cluttering the main UI.

Code Snippet Example

Resources:
  MyFunction:
    Type: AWS::Serverless::Function
    Properties:
      Handler: app.handler
      Runtime: python3.9

Stay tuned for more updates on my journey with bun and astro!