Jeremy Ritchie

AWS SSM Port Tunneling: 7 Real-World Use Cases

Jeremy Ritchie, Aug 8, 2025, AWS SSM Systems Manager SSH Networking Security Advanced

This is an old but gold feature of SSM, but i’m continually surprised about how little good documentation there is only regarding it’s use cases.

The Power of LLM models at the Edge - AWS IoT - Part 2

Jeremy Ritchie, Apr 25, 2025, AWS IoT Greengrass LLM AI Terraform Advanced

The Power of LLM Models at the Edge - AWS IoT - Part 2 In Part 1 of this series, I showed you how to set up a Raspberry Pi with AWS Greengrass to run distilled LLMs at the edge.

The Power of LLM models at the Edge - AWS IoT - Part 1

Jeremy Ritchie, Apr 20, 2025, AWS IoT Greengrass LLM AI Terraform Advanced

The landscape of artificial intelligence is undergoing a dramatic transformation. While cloud-based AI has dominated the industry, deploying powerful AI capabilities directly on edge devices represents the next frontier in intelligent systems.

Your First Kubernetes Cluster on AWS

Jeremy Ritchie, Sep 19, 2024, AWS Terraform EKS Helm Docker ALB Advanced

Remember when you were young and got your first “My First” toy?

Serverless Upgrade Path in AWS (Part 2)

Jeremy Ritchie, Jun 17, 2024, AWS CDK Typescript Serverless Aurora Lambda Docker ECS ALB DynamoDB Strangler Fig Advanced

This is part one, of a two part series on serverless architectures.