Tyson Cung

Tyson Cung @tyson_cung

About: Data & Cloud tech lead with a passion for AI-driven solutions.

Location:
Perth, Western Australia, Australia
Joined:
Jan 29, 2025

Tyson Cung
articles - 13 total

I Built a Production MCP Server Kit — Here's What I Learned

Every MCP starter on GitHub is a hello-world. I needed production features. I spent the last few...

Learn More 0 0Mar 10

Deploy a Production AI Platform on AWS for $100/month

Full walkthrough: architecture, CDK deployment, real cost breakdown, and performance numbers from production. Open source.

Learn More 3 12Mar 7

Cost Tracking, Auth & Production Hardening

The fun part is building the AI. The hard part is not going broke - lessons from production cost tracking, security, and scaling

Learn More 2 0Mar 6

The TypeScript SDK - Making It Developer-Friendly

How I built a TypeScript SDK that makes AI platform integration feel effortless - complete with streaming, types, and error handling

Learn More 3 0Mar 5

From Lambdas to Agents - ECS for Orchestration

Why I moved from Lambda functions to ECS Fargate for AI agent orchestration - and how the ReAct pattern changed everything

Learn More 6 1Mar 4

Building a RAG Pipeline That Actually Works

Most RAG tutorials use 20 lines of LangChain and call it done. Here's how to build RAG that works on real documents in production.

Learn More 4 0Mar 4

The Gateway Pattern - One API, Any Model

How we unified 7 AI Lambdas into one API that works with OpenAI, Claude, Bedrock, or any provider with a simple config change.

Learn More 3 0Mar 4

We Started with Lambdas. Here's What Broke.

Lambdas seemed perfect for AI workloads. Then we hit the 29-second timeout, cold starts, and cost spikes. Here's what we learned.

Learn More 4 1Mar 3

Why I Built My Own AI Platform on AWS (and Why You Might Too)

Managing dozens of AI Lambdas taught me that existing solutions aren't built for real-world production. Here's why I built my own.

Learn More 3 0Mar 2

How I Built a Production-Ready Serverless NestJS API on AWS (and Open-Sourced It)

I've built the same serverless API setup at least five times now. I work with AWS and TypeScript...

Learn More 5 3Feb 24

Stop Writing NestJS CRUD Boilerplate - Generate It from Zod Schemas Instead

I've written the same NestJS CRUD code at least 50 times. Controller with five endpoints. Service...

Learn More 2 0Feb 24

How I Built a Type-Safe Excel Library with Zod

Every project I've worked on eventually needs to import or export Excel files. Customer data,...

Learn More 2 1Feb 19

I Spent 200+ Hours Building the DDD Microservices Starter Kit I Wish Existed

Every time I start a new microservices project, the same thing happens. I spend the first three...

Learn More 3 2Feb 17